OSO 不是一款 App，而是当前 131 款的增长操作系统：在大样本到来前先判断买家、意图、频率、替代和商业模式，再用合格访问 → 使用 → 意向 → 付款推翻或加强先验。OSO is not one app; it is the growth operating system for all 131. Before large samples arrive, it judges buyer, intent, frequency, substitutes and business-model fit, then lets qualified visit → use → intent → paid evidence weaken or strengthen the prior.
覆盖传统搜索、社媒/电商搜索、AI 答案、应用商店与地图中的主动需求。Defines how this module acquires, amplifies or converts qualified traffic.
所有 App 先做意图与可发现性诊断；不承诺排名。Enabled only when channel eligibility, product form and evidence conditions fit.
主动实验Active experiment让有明确问题的用户通过可抓取、可理解、独特且有用的页面找到工具。Defines how this module acquires, amplifies or converts qualified traffic.
31 个构建记录；22 个 live 工具页优先。Enabled only when channel eligibility, product form and evidence conditions fit.
主动实验Active experiment匹配小红书、X、视频与专业社区的站内搜索和内容语言。Defines how this module acquires, amplifies or converts qualified traffic.
按平台原生表达；不跨平台原样复制。Enabled only when channel eligibility, product form and evidence conditions fit.
主动实验Active experiment提供可引用的事实、定义、来源、结构和更新记录，争取进入 AI 搜索答案。Defines how this module acquires, amplifies or converts qualified traffic.
允许搜索抓取；不以训练开放换曝光。Enabled only when channel eligibility, product form and evidence conditions fit.
主动实验Active experiment原生应用确立后再优化商店关键词、产品页与转化素材。Defines how this module acquires, amplifies or converts qualified traffic.
当前 31 款均为 Web 工具，不为凑渠道封装薄原生 App。Enabled only when channel eligibility, product form and evidence conditions fit.
待处理Deferred Not Applicable真实且符合资格的本地服务建立完整、准确、一致的商家资料。Defines how this module acquires, amplifies or converts qualified traffic.
当前没有可验证本地经营地点，不创建虚假商家资料。Enabled only when channel eligibility, product form and evidence conditions fit.
待处理Deferred Not Applicable通过内容推荐、KOL/KOC、数字公关和自然裂变制造信任与货找人。Defines how this module acquires, amplifies or converts qualified traffic.
仅把主动流量给每周最多 3 个 App。Enabled only when channel eligibility, product form and evidence conditions fit.
主动实验Active experiment用免费工具、直接触达、联盟和社区把访问变成使用、意向、付款和复购。Defines how this module acquires, amplifies or converts qualified traffic.
触达必须有同意；变现方式与任务频率匹配。Enabled only when channel eligibility, product form and evidence conditions fit.
主动实验Active experiment在自然漏斗已出现意向后，用明确预算购买速度并设止损。Defines how this module acquires, amplifies or converts qualified traffic.
没有账户、预算和自然信号时只准备素材，不投放。Enabled only when channel eligibility, product form and evidence conditions fit.
待处理Material Ready Waiting BudgetASO 需要真实原生应用，LBS 需要符合资格且可验证的本地业务。当前 131 款是 Web 工具，因此这两条路径明确暂停；不会用薄封装或虚假地图资料制造增长幻觉。
先验可以决定资源；只有成熟样本可以宣判行为结果。A prior can allocate resources; only a mature sample can support a behavioral verdict.
OSO / OMA / CRO / X-Paid 均提前规划。
| App / 状态 | PMF 先验 | 买家 / 意图 | 搜索 / 内容 | 转化 / 付费 | 预判 | 证明 / 撤退 |
|---|---|---|---|---|---|---|
| #0113 GitHubRunnerFleetFreshnessMap 等待主动流量席位Waiting for an active traffic slot |
93 high-prior · tier 4 |
运营 GitHub Enterprise Cloud 或 Data Residency self-hosted runner fleet 的平台、DevOps、安全与业务服务负责人The business, engineering or operations owner accountable for GitHubRunnerFleetFreshnessMap's target job, outcome and budget. 围绕 GitHubRunnerFleetFreshnessMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub Actions self-hosted runner minimum version enforcement July September 2026 30 days |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘注册版本合格但滚动执行门槛失效’或‘auto-update 被网络阻断’案例；不展示真实 fleet。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 三个自然完成和一个合格意向前不投放；只准备 exact enforcement/migration intent 并否定 generic runner install。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 93/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 93/100: the deadline and ongoing moving minimum create direct CI continuity risk for identifiable enterprise platform owners. Native annotations/APIs, ARC, CMDB and image automation are strong substitutes, but the cross-system inventory-update-network-image-workload handoff remains a credible paid wedge. This is only a pre-judgment; behavior cannot be inferred before the age and qualified-visit gates. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 至少 30 天和 160 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 160 qualified visits, continue only with 30 complete maps, ten exports, six qualified paid intents, four real $18 purchases and two teams that use the pack to avoid a real runner job-queue disruption. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 320 qualified visits, stop if completion remains below 5%, no one pays, or teams use GitHub annotations/APIs, ARC, CMDB and image automation without valuing the cross-system evidence handoff. Zero traffic or freshness is not PMF failure. |
| #0112 GitHubPwnRequestCheckoutBoundary 等待主动流量席位Waiting for an active traffic slot |
92 high-prior · tier 4 |
维护 pull_request_target、workflow_run 或 issue_comment 特权工作流的 Actions 安全、平台与仓库负责人The business, engineering or operations owner accountable for GitHubPwnRequestCheckoutBoundary's target job, outcome and budget. 围绕 GitHubPwnRequestCheckoutBoundary 的精确问题、替代方案和结果证据进行高意图检索。actions checkout v7 pull_request_target pwn request July 20 2026 allow-unsafe-pr-checkout |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘保护覆盖 vs 绕路仍开放’故事；不展示真实 workflow/ref。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 20 美元 100 条证据包；记录 complete→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 三个自然完成和一个合格意向前不投放；准备 exact security/update intent 并否定 generic checkout action setup。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 92/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 92/100: the migration is current, security pain and accountable platform/repository buyers are explicit, and a cross-path receipt can bridge checkout version, alternative fetch, execution and privilege owners. The wedge is narrower than scanners and GitHub native controls, so it earns a time-boxed launch rather than assumed PMF; no behavior verdict before the preset age and qualified-visit sample. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 至少 30 天和 160 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 160 qualified visits, continue only with 30 complete maps, ten exports, six qualified paid intents, four real $20 purchases and two teams that use the pack to repair a real pwn-request boundary. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 320 qualified visits, stop if completion remains below 5%, no one pays, or checkout protection, native security scanning and ordinary review solve the job without valuing the cross-path evidence handoff. Do not fail on zero traffic or freshness. |
| #0115 NpmPublishAuthorityMigrationMap 等待主动流量席位Waiting for an active traffic slot |
92 high-prior · tier 4 |
使用 npm granular access token 自动发布或管理多 package/org/team 的开源维护者、平台、安全与发布负责人The business, engineering or operations owner accountable for NpmPublishAuthorityMigrationMap's target job, outcome and budget. 围绕 NpmPublishAuthorityMigrationMap 的精确问题、替代方案和结果证据进行高意图检索。npm bypass 2FA token deprecation trusted publishing staged publish January 2027 migration |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘token 仍能读但不能直接发布’或‘OIDC 可 stage 但人工批准未闭环’案例。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 三个自然完成和一个合格意向前不投放；准备 exact migration intent 并否定 generic 2FA setup。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 92/100。强制去权窗口、供应链风险和发布中断后果都是真实且当前的，npm maintainer、平台与安全 owner 清晰；但 npm 原生 trusted publishing、staged publishing 和成熟团队内部 runbook 是强替代，所以产品只做跨包迁移证据交接，不宣称执行或安全保证。一次性 18 美元与短期迁移决策匹配，若用户只需要官方说明则没有付费价值。PMF prior 92/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 上线至少 45 天且达到 180 个 UTM 合格访问后才评判；继续条件是至少 30 次完整映射、10 次外部导出、6 个合格付费意向、4 笔真实 18 美元付款，并有 2 个 maintainer 团队用该交接完成真实发布 authority 迁移。Only after at least 45 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 360 个 UTM 合格访问后，若完整映射率低于 5%、没有真实付款，或买方只用 npm 原生 trust/stage 加内部 runbook 且不愿为跨包证据交接付费，则停止研发和主动流量；零流量、刚上线、内部 QA 与内部 checkout 都不能判 PMF 成败。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0118 GitHubModelsRetirementMigrationMap 等待主动流量席位Waiting for an active traffic slot |
91 high-prior · tier 4 |
仍使用 GitHub Models playground、catalog、inference API 或 BYOK 的 AI 工程、平台、产品、安全与 FinOps 负责人The business, engineering or operations owner accountable for GitHubModelsRetirementMigrationMap's target job, outcome and budget. 围绕 GitHubModelsRetirementMigrationMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub Models retirement July 30 2026 inference API BYOK migration Microsoft Foundry |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘brownout 暴露未迁移调用’或‘endpoint 已换但 response/data/cost 未闭环’案例。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 20 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_service_retirement_pack. 三个自然完成和一个合格意向前不投放；只准备 exact retirement/migration intent 并否定 model comparison/free API。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 91/100。全量硬停服只剩三天，现有活跃 API/BYOK 客户会直接中断，AI/平台/安全/产品/FinOps 买方和经济后果清晰；但需求会在停服后快速衰减，Foundry、Copilot、直接 provider、gateway/SDK 和内部 runbook 都是强替代。采用一次性 20 美元，不做订阅；若搜索和外部完成在停服后消失，立即按预设门槛停止。PMF prior 91/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time service retirement pack |
证明：Proof: 上线至少 30 天且达到 160 个 UTM 合格访问后才评判；继续条件是至少 25 次完整映射、8 次外部导出、5 个合格付费意向、3 笔真实 20 美元付款，并有 2 个团队完成真实 GitHub Models 替代切换。Only after at least 30 days and 160 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 320 个 UTM 合格访问后，若完整映射率低于 5%、没有真实付款，或停服后搜索/需求快速消失，或买方只用 provider SDK/gateway/internal runbook 且不愿为证据交接付费，则停止研发和主动流量；零流量、刚上线、内部 QA/checkout 不判 PMF。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0114 NpmV12InstallBoundaryMap 等待主动流量席位Waiting for an active traffic slot |
91 high-prior · tier 4 |
准备把应用、monorepo、CLI/global 工具或 CI 升级到 npm v12 的平台、Node.js、DevSecOps 与软件供应链负责人The business, engineering or operations owner accountable for NpmV12InstallBoundaryMap's target job, outcome and budget. 围绕 NpmV12InstallBoundaryMap 的精确问题、替代方案和结果证据进行高意图检索。npm v12 allowScripts allow-git allow-remote migration approve-scripts node-gyp July 2026 |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘安装不再执行但原因不是依赖缺失’或‘全放开重新引入执行面’案例。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 15 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 三个自然完成和一个合格意向前不投放；只准备 exact migration intent 并否定 generic npm install error。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 91/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 91/100: a current major-version default change affects repeated installs and CI for clear Node/platform/security buyers. Native npm commands, SCA and CI are strong substitutes, but cross-context script/native/source/policy/result evidence is a credible narrow release handoff. Launch is time-boxed and no behavioral verdict is allowed before age plus qualified traffic. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 至少 30 天和 160 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 160 qualified visits, continue only with 30 complete maps, ten exports, six qualified paid intents, four real $15 purchases and two teams repairing a real npm v12 install or CI migration. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 320 qualified visits, stop if completion remains below 5%, no one pays, or teams use npm warnings/approve-scripts, SCA and CI without valuing the cross-context evidence handoff. Do not fail on freshness or zero traffic. |
| #0111 GitHubUntrustedCacheBoundaryMap 等待主动流量席位Waiting for an active traffic slot |
90 high-prior · tier 4 |
维护 pull_request_target、issue_comment、workflow_run 或 fork PR 自动化的平台、安全与仓库负责人The business, engineering or operations owner accountable for GitHubUntrustedCacheBoundaryMap's target job, outcome and budget. 围绕 GitHubUntrustedCacheBoundaryMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub Actions read-only cache untrusted triggers pull_request_target cache poisoning June 2026 |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘不可信 writer→高信任 restore’或只读回归故事；不展示真实 workflow/key。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条证据包；记录 complete→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 三个自然完成和一个合格意向前不投放；准备 exact security intent 并否定 generic cache performance。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 90/100。供应链安全后果高、权限变化新、受影响工作流会在 save 失败后继续，安全迁移与回归排查触发都很强；但 GitHub warning、安全扫描和人工 workflow review 是强替代，只验证跨 workflow trust 证据包的付费意愿。PMF prior 90/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 上线满 30 天且至少 160 个合格访问后，若有 30 次完整映射、10 次导出、6 个合格付费意向、4 笔真实 18 美元付款，并有两个团队用矩阵安全修复真实 cache trust 边界后继续。Only after at least 30 days and 160 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 320 个合格访问后，若完整映射率低于 5%、没有真实付款，或团队仅使用 GitHub warning、安全扫描与普通 workflow review 且不愿为跨 workflow 证据付费，则停止产品和流量；刚上线或零流量不得提前判失败。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0034 APIRetrySafety 等待主动流量席位Waiting for an active traffic slot |
88 high-prior · tier 4 |
API 平台、集成工程与 SRE 负责人The business, engineering or operations owner accountable for APIRetrySafety's target job, outcome and budget. API reliability 判断失败请求是否可安全重试High-intent search for APIRetrySafety's exact problem, alternatives and outcome evidence. |
建立“API reliability 判断失败请求是否可安全重试”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在GitHub、Dev.to、SRE 社群、X 与搜索发布“旧做法 → APIRetrySafety 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“判断失败请求是否可安全重试”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to team_subscription. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
事故成本、购买者和持续频率都明确；规范与 SDK 提供可引用基础，却没有跨供应商审计业务副作用的统一只读层。重构为团队策略订阅并坚持证据不足即人工门禁后，具备可验证 PMF 假设。PMF prior 88/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配team subscription |
证明：Proof: 在 200 个失败场景上危险重试召回率达到 99%、安全建议精确率达到 95%，150 个合格访问产生 30 次完整判定、5 次负责人访谈、2 个团队试点且至少 1 个愿付 49 美元/月时，继续进入开发队列。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 若 200 个场景上危险重试召回率低于 99%、出现任何未标为证据不足的重复副作用建议，或 150 个合格访问不足 15 次判定、没有 2 个试点和 1 个付费承诺，则暂停并只保留教育内容。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0033 DeskMSPBoundary 等待主动流量席位Waiting for an active traffic slot |
88 high-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskMSPBoundary's target job, outcome and budget. IT helpdesk operations 冻结客户与 MSP 的责任和访问边界High-intent search for DeskMSPBoundary's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 冻结客户与 MSP 的责任和访问边界”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskMSPBoundary 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“冻结客户与 MSP 的责任和访问边界”频率匹配的经同意的合格线索；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
这是由 NIST、CISA 和 Microsoft 控制实践共同支持的高影响问题，买方清楚，争议和过度访问均有直接经济与安全成本。与普通 RACI 不同，把约定责任、实际技术权限、到期和双方复核连成版本化闭环具备差异化；仍需防范法律期待和低频使用，但 MSP 多客户模型足以形成订阅先验，因此高分保留。PMF prior 88/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 上线满九十天且二百个合格访问后，若十五个 MSP 或客户完成真实矩阵、八个获得双方确认、五个关闭至少一项责任或访问差异、三个 MSP 付费，并有两个客户在季度或续约时复核，则继续扩展模板与只读映射。Only after at least 90 days and 100 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到样本门槛后，若矩阵只被当一次性合同附件、双方确认少于五组、没有实际边界变更或付费少于两家，则停止；若用户要求法律保证或自动高权限执行，也不扩展并明确转介专业服务。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0110 GitHubActionsNode24MigrationMap 等待主动流量席位Waiting for an active traffic slot |
88 high-prior · tier 4 |
维护 JavaScript Actions、共享 workflow 或 self-hosted runners 的平台工程、DevEx 与 Action 负责人The business, engineering or operations owner accountable for GitHubActionsNode24MigrationMap's target job, outcome and budget. 围绕 GitHubActionsNode24MigrationMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub Actions Node24 migration Node20 deprecation June 16 2026 FORCE_JAVASCRIPT_ACTIONS_TO_NODE24 |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘三方 action 或旧 self-hosted runner 在 Node24 强制后失败’迁移故事。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 15 美元 100 条证据包；记录 complete→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 三个自然完成和一个合格意向前不投放；准备 exact deadline intent 并否定 Node tutorial。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 88/100。默认切换已发生、最终移除仍有短期紧迫性，Action 维护者/用户/runner 负责人及兼容后果明确；但 runner warning、依赖升级机器人和普通迁移项目是强替代，且时效窗口会衰减，只验证组合迁移证据的付费意愿。PMF prior 88/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 上线满 30 天且至少 160 个合格访问后，若有 30 次完整映射、10 次导出、6 个合格付费意向、4 笔真实 15 美元付款，并有两个团队用矩阵完成真实 Action/runner 迁移后继续。Only after at least 30 days and 160 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 320 个合格访问后，若完整映射率低于 5%、没有真实付款，或团队仅使用 runner warnings、Dependabot/Renovate 与普通项目表且不愿为组合迁移证据付费，则停止产品和流量；刚上线或零流量不得提前判失败。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0125 GitHubPublicSecretExposureResponseMap 等待主动流量席位Waiting for an active traffic slot |
88 high-prior · tier 4 |
启用 GitHub Secret Protection/Advanced Security，并需处置成员或 verified-domain 用户在企业外部公开 repo、issue、PR、discussion 泄露凭据的 enterprise security、IAM、AppSec 与 incident response 负责人The business, engineering or operations owner accountable for GitHubPublicSecretExposureResponseMap's target job, outcome and budget. 围绕 GitHubPublicSecretExposureResponseMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub secret scanning public monitoring enterprise leaked secret external repository response 2026 |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘外部 issue 内容已删除但 credential 未撤销’或‘verified-domain 归因不等于 account 被管理’案例。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 20 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_public_exposure_response_pack. 三个自然完成和一个合格意向前不投放；只准备 exact public-monitoring response intent，否定 secret crawler/scanner。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
88/100：公开凭据可能被即时利用，平台归因首次形成明确企业响应队列，AppSec/IAM 买家和经济后果强；但原生 alert/recommendations、provider revocation、SIEM/SOAR 与 incident runbook 极强，因此只验证 external ownership 到 service recovery 的跨边界证据，先排队不占主动流量席位。PMF prior 88/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time public exposure response pack |
证明：Proof: 上线满 45 天且至少 180 个合格访问后，达到 25 次完整映射、8 次导出、5 个合格付费意向、3 笔真实 20 美元付款，并有两个企业完成真实 external-public-secret response，才继续投入。Only after at least 45 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 360 个合格访问后，完整映射率低于 5%、没有真实付款，或目标团队只用原生 alerts/recommendations、provider revocation、SIEM/SOAR 和内部 runbook 且不愿为跨边界证据付费时停止。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0109 GitHubAttestationAdmissionMap 等待主动流量席位Waiting for an active traffic slot |
87 high-prior · tier 4 |
准备把 GitHub artifact attestations 从生成/验证推进到 Kubernetes admission enforcement 的平台、安全与软件供应链负责人The business, engineering or operations owner accountable for GitHubAttestationAdmissionMap's target job, outcome and budget. 围绕 GitHubAttestationAdmissionMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub artifact attestation Kubernetes admission controller rollout ClusterImagePolicy image exemptions |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘include 与 exempt 同时匹配导致拒绝，或 namespace 未启用导致未强制’故事。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条证据包；记录 complete→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 三个自然完成和一个合格意向前不投放；准备 exact-intent 并否定 generic signing/crypto。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 87/100。买方、部署触发与阻断/绕过后果清晰；但真实执行已由 GitHub、Sigstore、GitOps、Kyverno/Gatekeeper 等强替代占据，只验证跨系统 rollout 证据包的付费意愿。刚上线与零流量不判通过或失败。PMF prior 87/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 上线满 45 天且至少 180 个合格访问后，若有 30 次完整映射、10 次导出、6 个合格付费意向、4 笔真实 18 美元付款，并有两个团队用矩阵安全完成真实 namespace-enforcement rollout 后继续。Only after at least 45 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 360 个合格访问后，若完整映射率低于 5%、没有真实付款，或团队仅使用 GitOps/Sigstore/Kyverno/GitHub 文档且不愿为 rollout 证据付费，则停止产品和流量；刚上线或零流量不得提前判失败。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0124 GitHubCredentialRevocationRecoveryMap 等待主动流量席位Waiting for an active traffic slot |
87 high-prior · tier 4 |
需要对被盗 token、SSH key、OAuth 或用户账户执行 GitHub Enterprise break-glass revocation，并恢复受影响自动化的 enterprise owner、IAM、SecOps、平台与 incident commanderThe business, engineering or operations owner accountable for GitHubCredentialRevocationRecoveryMap's target job, outcome and budget. 围绕 GitHubCredentialRevocationRecoveryMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub enterprise revoke all credentials SSO authorizations incident response automation recovery 2026 |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘revoke SSO 后非 SSO credential 仍有效’或‘全企业动作恢复数月’决策故事，不展示任何凭据或组织。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 20 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_credential_recovery_pack. 三个自然完成和一个合格意向前不投放；只准备 exact incident/recovery intent，否定 token revoke API/button。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
87/100：不可逆处置、企业自动化爆炸半径和明确 IAM/SecOps 买家形成高经济价值先验；但 incident 低频，GitHub 原生 UI/API、SIEM/SOAR、PAM 和 runbook 极强，因此只验证 action coverage、排除项到安全恢复的跨 owner 证据，先排队不占主动流量席位。PMF prior 87/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time credential recovery pack |
证明：Proof: 上线满 45 天且至少 180 个合格访问后，达到 25 次完整映射、8 次导出、5 个合格付费意向、3 笔真实 20 美元付款，并有两个企业完成真实 revocation-to-automation-recovery 演练，才继续投入。Only after at least 45 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 360 个合格访问后，完整映射率低于 5%、没有真实付款，或目标团队只用原生 UI/API、SIEM/SOAR、PAM 和内部 incident runbook 且不愿为跨 owner 恢复证据付费时停止。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0036 SecureInsurancePrep 等待主动流量席位Waiting for an active traffic slot |
87 high-prior · tier 4 |
中小企业老板、兼职 IT 和安全服务商The business, engineering or operations owner accountable for SecureInsurancePrep's target job, outcome and budget. small business cybersecurity 整理网络保险申请所需事实供复核High-intent search for SecureInsurancePrep's exact problem, alternatives and outcome evidence. |
建立“small business cybersecurity 整理网络保险申请所需事实供复核”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、LinkedIn、本地商家社群与可信 IT 伙伴发布“旧做法 → SecureInsurancePrep 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“整理网络保险申请所需事实供复核”频率匹配的经同意的合格线索；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
这是日期明确、买方清楚、经济后果直接且渠道就在交易旁边的任务；承保平台解决报价，不解决企业内部跨角色收集可复核事实。只要坚持范围限定和人工签字，15 美元一次性准备包具有较强 PMF 先验。PMF prior 87/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 上线至少 90 天并获得 150 次合格访问后，若 30 个企业建立真实事实包、至少 15 个完成经纪或 MSP 复核、准备时间中位数可下降且有 5 笔非关联付费，则继续。Only after at least 30 days and 100 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到样本后若用户只寻找免费表单、真实证据索引率低于 20%、付费意图低于 3%，或经纪/承保方认为输出增加误述风险，则停止或转为人工顾问辅助。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0035 SecurePaymentFraud 等待主动流量席位Waiting for an active traffic slot |
87 high-prior · tier 4 |
中小企业老板、兼职 IT 和安全服务商The business, engineering or operations owner accountable for SecurePaymentFraud's target job, outcome and budget. small business cybersecurity 规划变更付款信息的独立核验High-intent search for SecurePaymentFraud's exact problem, alternatives and outcome evidence. |
建立“small business cybersecurity 规划变更付款信息的独立核验”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、LinkedIn、本地商家社群与可信 IT 伙伴发布“旧做法 → SecurePaymentFraud 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“规划变更付款信息的独立核验”频率匹配的经同意的合格线索；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to usage_based. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
这是高损失、触发明确、可验证完成且已有高价竞争产品证明的流程型需求；按次收费能覆盖被月订阅忽略的微型企业。差异化不是检测欺诈，而是以最小敏感数据强制独立回拨和证据闭环，因此保留，但必须靠真实案件复用而非安全内容流量证明 PMF。PMF prior 87/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配usage based |
证明：Proof: 上线至少 90 天并获得 150 次合格访问后，需有 20 次政策生成、至少 12 个真实变更案件完成、5 个付费案件，且至少 3 名簿记员或老板在第二次事件中复用，才继续投入提醒和团队功能。Only after at least 21 days and 100 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到样本后，如只有模板下载而真实开案少于 5 个、付费少于 3 单、用户更需要银行账户所有权验证，或现有会计软件已无摩擦覆盖该流程，则停止；出现完整银行数据被误填也要立即暂停整改。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0130 ImportBridge 主动实验Active experiment |
86 high, bounded · tier 1 |
负责 ImportBridge 目标任务、结果与预算的业务、工程或运营负责人。self-directed investors, crypto users, portfolio-tool implementers and tax-prep operators 围绕 ImportBridge 的精确问题、替代方案和结果证据进行高意图检索。broker CSV import error / Ghostfolio import / Rotki custom CSV |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + VSO; tool page, mapping guide, target comparison and cited import-failure vocabulary 每条自然内容只讲一个真实问题、一个决定和一项证据，不展示客户数据。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费核心流程先产生结果，再测试与 one_time_broker_import_pack 匹配的付费意向。free 50 rows → $12 one-time 2,000-row normalized export 自然使用或合格意向出现且预算获批前不投放；付费渠道只用于加速已成立的假设。only after natural paid intent; exact-intent import-error terms with a $50 stop-loss test |
PMF 先验 86/100（high, bounded）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pain, buyer and paid alternatives are stronger than differentiation. The safest wedge is reversible preflight before a user-owned import. 收入匹配：Revenue fit: 按任务价值匹配one time broker import pack |
证明：Proof: 至少 28 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。28 days + 180 qualified visits; >=12% completion and one purchase or >=3% paid intent. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Users chiefly want sync, tax or performance output; or 360 qualified visits with weak use and no intent. |
| #0123 CopilotBillingPreviewRetirementMap 等待主动流量席位Waiting for an active traffic slot |
86 high-prior · tier 4 |
负责 CopilotBillingPreviewRetirementMap 目标任务、结果与预算的业务、工程或运营负责人。The business, engineering or operations owner accountable for CopilotBillingPreviewRetirementMap's target job, outcome and budget. 围绕 CopilotBillingPreviewRetirementMap 的精确问题、替代方案和结果证据进行高意图检索。Copilot Billing Preview app retired August 3 2026 migrate AI usage budgets cost centers billing API |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘旧 report total 看似一致但遗漏 user budget/cost-center/pool 归属’或‘export 总额与 billing API scope 不一致’案例。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_billing_visibility_migration_pack. 三个自然完成和一个合格意向前不投放；只准备 exact retirement/migration intent，否定 generic Copilot pricing calculator。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
86/100：硬退役日期、费用可见性和明确的 enterprise billing/FinOps 买家形成强先验，旧 app 的覆盖缺口由 GitHub 直接确认；但原生 billing settings、reports/API、FinOps/BI 和月结 runbook 极强，因此仅验证跨用途对账与切换证据，先排队不占主动流量席位。PMF prior 86/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time billing visibility migration pack |
证明：Proof: 上线满 30 天且至少 160 个合格访问后，达到 25 次完整映射、8 次导出、5 个合格付费意向、3 笔真实 18 美元付款，并有两个团队完成真实 Preview-to-native billing reconciliation，才继续投入。Only after at least 30 days and 160 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 320 个合格访问后，完整映射率低于 5%、没有真实付款，或目标团队只用原生 AI usage/budgets/reports/API、FinOps/BI 和内部月结 runbook 且不愿为跨 owner 对账迁移证据付费时停止。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0121 DependabotAlertArchiveTransitionMap 等待主动流量席位Waiting for an active traffic slot |
86 high-prior · tier 4 |
依赖 GitHub Dependabot closed-alert UI/API 做安全审计、remediation history、合规取证、数据仓库或 dashboard 的 AppSec、平台、GRC、数据与 repository 管理负责人The business, engineering or operations owner accountable for DependabotAlertArchiveTransitionMap's target job, outcome and budget. 围绕 DependabotAlertArchiveTransitionMap 的精确问题、替代方案和结果证据进行高意图检索。Dependabot closed alerts archive August 25 2026 two years API CSV migration |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘API 仍成功但两年前 remediation history 消失’或‘archive CSV 未进入 GRC query’案例。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_security_history_transition_pack. 三个自然完成和一个合格意向前不投放；准备 exact archive/API migration intent，否定 vulnerability scanner。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
86/100 PMF 预判：硬日期、审计与 remediation history 静默缺失、清晰 AppSec/GRC 买家形成强先验；但原生 archive CSV 和成熟 SIEM/GRC 替代很强，只验证跨 UI/API、archive 和下游查询的证据连续性。PMF prior 86/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time security history transition pack |
证明：Proof: 上线满 45 天且至少 180 个 UTM 合格访问后，若有 25 次完整映射、8 次导出、5 个合格付费意向、3 笔真实 18 美元付款，并有两个团队完成真实 archive-to-GRC 或 warehouse 历史迁移后继续。Only after at least 45 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 360 个合格访问后完成率低于 5%、没有真实付款，或团队只使用原生 CSV、SIEM/GRC 和内部 runbook 且不愿为跨系统证据交接付费时停止。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0037 DeskLeaverProof 等待主动流量席位Waiting for an active traffic slot |
86 high-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskLeaverProof's target job, outcome and budget. IT helpdesk operations 证明离职账号、设备和共享访问已关闭High-intent search for DeskLeaverProof's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 证明离职账号、设备和共享访问已关闭”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskLeaverProof 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“证明离职账号、设备和共享访问已关闭”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to usage_based. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
离职撤权是官方明确的高风险动作，且成熟产品已把审计证据作为卖点。与通用清单不同，本候选可在不执行高风险操作的前提下汇总跨身份、SaaS、共享访问和设备的可复核完成证明，按事件收费与小团队匹配，因此保留；但必须用真实遗漏发现和专业抽查验证。PMF prior 86/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配usage based |
证明：Proof: 至少 120 天、150 次合格访问后，需完成 15 个真实离职证明包、其中 8 个发现主身份之外的待关闭项、6 次付费，并由 3 名独立 MSP/审计人员抽查认为证据足以复核，才继续。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到样本后若用户只勾选而不引用外部证据、真实离职少于 8 个、付费少于 3 单，或多数客户的 Entra/1Password/IGA 已完整覆盖跨系统证明，则停止；任何敏感秘密被持久化也立即暂停。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0038 DeskLicenseRecon 等待主动流量席位Waiting for an active traffic slot |
86 high-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskLicenseRecon's target job, outcome and budget. IT helpdesk operations 对账购买、分配和活跃软件席位High-intent search for DeskLicenseRecon's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 对账购买、分配和活跃软件席位”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskLicenseRecon 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“对账购买、分配和活跃软件席位”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
这是买方、频次和经济价值都较清楚的成本控制任务，官方管理后台与成熟 SaaS 管理平台共同证明行为存在。小团队可通过低权限、本地 CSV、跨供应商对账获得足够差异化，但数据口径不一致与企业竞品强势会压低分发和差异化，因此保留验证而非视为已获得 PMF。PMF prior 86/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 上线满九十天且累计至少一百五十个合格访问后，若至少十个组织完成真实导入、五个确认实际减少或降级席位、三个成为付费客户，并记录累计已实现节省超过五百美元，则继续投入供应商映射与 MSP 渠道。Only after at least 90 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到样本门槛后，若导出格式长期无法可靠映射、买方只下载表格不复访，或少于两个付费组织且没有可验证的实际席位调整，则停止主动获客；若用户核心诉求转为自动发现和自动撤权，也关闭该轻量产品而不扩成高权限平台。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0119 GHESSupportBundleUploadReadinessMap 等待主动流量席位Waiting for an active traffic slot |
86 high-prior · tier 4 |
管理 GitHub Enterprise Server appliance、cluster、升级窗口与 GitHub Support 交接的站点管理员、平台、SRE、安全和支持负责人The business, engineering or operations owner accountable for GHESSupportBundleUploadReadinessMap's target job, outcome and budget. 围绕 GHESSupportBundleUploadReadinessMap 的精确问题、替代方案和结果证据进行高意图检索。GHES support bundle upload rejected August 18 2026 minimum patch ghe-support-upload readiness |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘版本看似受支持但补丁不足’或‘standalone runbook 漏掉 cluster/geo’支持连续性断点。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_support_continuity_pack. 三个自然完成和一个合格意向前不投放；只准备 exact deadline/admin intent 并否定 generic GitHub support。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
86/100 PMF 预判：明确拒绝日期、企业事故恢复后果、五条补丁线与清晰 GHES 管理员买家构成强触发；但客群窄、任务低频且原生文档、CMDB 和 GitHub Support 替代强，因此只验证一次性跨实例 readiness 证据包，不把合规或平台要求误当付费需求。PMF prior 86/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time support continuity pack |
证明：Proof: 上线满 30 天且至少 160 个 UTM 合格访问后，若有 25 次完整映射、8 次导出、5 个合格付费意向、3 笔真实 18 美元付款，并有两个团队完成真实补丁升级或 support-upload 演练后继续。Only after at least 30 days and 160 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 320 个合格访问后完成率低于 5%、没有真实付款，或 8 月 18 日后搜索与使用需求快速消失，或团队只使用 CMDB、release notes、GitHub Support 与内部 runbook 且不愿为跨实例证据交接付费时停止。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0108 GitHubOIDCTrustMigrationMap 等待主动流量席位Waiting for an active traffic slot |
86 high-prior · tier 4 |
使用 GitHub Actions OIDC 连接 AWS、Azure、GCP、Vault 或制品库的平台、安全和云负责人The business, engineering or operations owner accountable for GitHubOIDCTrustMigrationMap's target job, outcome and budget. 围绕 GitHubOIDCTrustMigrationMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub Actions OIDC immutable subject claim July 2026 migration trust policy |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘仓库转移后旧 trust 失配或仍过宽’故事；不展示真实 repo/role。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 15 美元 100 条证据包；记录 complete→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 三个自然完成和一个合格意向前不投放；准备 exact-intent 与 OIDC tutorial 否定词。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 86/100。买方、事件触发和部署/权限后果明确，但产品不解析真实 token 或生成策略；仅验证跨 GitHub 与多云系统之间的无秘密证据交接是否值得单独付费。刚上线及零流量不作为通过或失败证据。PMF prior 86/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 上线满 45 天且至少 180 个合格访问后，若有 30 次完整映射、10 次导出、6 个合格付费意向、4 笔真实 15 美元付款，并有两个团队用矩阵安全完成真实仓库迁移或 opt-in 后继续。Only after at least 45 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 360 个合格访问后，若完整映射率低于 5%、没有真实付款，或目标团队仅使用 GitHub 设置、IaC 与云 IAM 且不愿为跨系统迁移证据付费，则停止产品和流量；刚上线或零流量不得提前判失败。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0116 NpmReadOnlyRecoveryBoundaryMap 等待主动流量席位Waiting for an active traffic slot |
86 high-prior · tier 4 |
负责高下载量 npm package、紧急发布、账户恢复与供应链安全的开源维护者、平台、安全和发布负责人The business, engineering or operations owner accountable for NpmReadOnlyRecoveryBoundaryMap's target job, outcome and budget. 围绕 NpmReadOnlyRecoveryBoundaryMap 的精确问题、替代方案和结果证据进行高意图检索。npm high impact account 72 hour read only email change recovery code publish blocked |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘依赖者不受影响但维护者不能紧急 publish’或‘自动恢复不等于发布权限已复核’案例。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 15 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_recovery_evidence_pack. 三个自然完成和一个合格意向前不投放；只准备 exact recovery/read-only intent 并否定 generic npm outage/status。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 86/100。供应链后果、发布阻断和高影响维护者买方都很清晰，但事件相对低频，npm 原生保护、旧邮箱 alert、Support、trusted/staged publishing 与成熟 incident/release runbook 是强替代。一次性 15 美元只在跨 package 连续性和恢复复核证据交接中有有限付费缝隙；若用户只要状态和倒计时则没有独立价值。PMF prior 86/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time recovery evidence pack |
证明：Proof: 上线至少 45 天且达到 180 个 UTM 合格访问后才评判；继续条件是至少 25 次完整映射、8 次外部导出、5 个合格付费意向、3 笔真实 15 美元付款，并有 2 个 maintainer 团队在真实 72 小时只读连续性或窗口后恢复复核中使用证据包。Only after at least 45 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 360 个 UTM 合格访问后，若完整映射率低于 5%、没有真实付款，或买方只用 npm alert/Support、trusted publishing 和内部 runbook 且不愿为恢复证据交接付费，则停止研发和主动流量；零流量、刚上线、内部 QA 与验证 checkout 均不能判 PMF 成败。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0126 GitHubCodeQualityRolloutEconomicsMap 等待主动流量席位Waiting for an active traffic slot |
85 high-prior · tier 4 |
准备在 GitHub Team/Enterprise Cloud 按组织或仓库启用 Code Quality，并需解释 license、AI credit、Actions 成本与质量收益的 engineering platform、developer productivity、FinOps 与 repository 负责人The business, engineering or operations owner accountable for GitHubCodeQualityRolloutEconomicsMap's target job, outcome and budget. 围绕 GitHubCodeQualityRolloutEconomicsMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub Code Quality pricing active committer AI credits Actions rollout cost July 2026 |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘全组织启用把共享 committer 与 Actions 成本放大’或‘quality score 上升但 defect outcome 未变’决策故事。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条 rollout economics 证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_code_quality_rollout_pack. 三个自然完成和一个合格意向前不投放；只准备 exact pricing/rollout intent，否定 generic code quality score/badge/linter。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
85/100：自动计费、三类成本和组织级批量启用形成明确 DevEx/FinOps 决策；但原生 dashboard/billing-impact dialog、linters、SonarQube/Code Climate 与表格替代强，所以只验证一次性 cohort rollout economics 证据包。PMF prior 85/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time code quality rollout pack |
证明：Proof: 上线满 45 天且 180 个合格访问后，若有 25 次完整映射、8 次导出、5 个合格付费意向、3 笔 18 美元真实付款，并有两个团队用 cohort 证据作出真实 continue/rollback 决定后继续。Only after at least 45 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 360 个合格访问后完成率低于 5%、没有真实付款，或团队只用 GitHub 原生 dashboard/billing-impact dialog、现有 linters/quality platform 与表格且不愿为 rollout economics 证据付费时停止。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0046 SecureVendorRisk 等待主动流量席位Waiting for an active traffic slot |
85 high-prior · tier 4 |
中小企业老板、兼职 IT 和安全服务商The business, engineering or operations owner accountable for SecureVendorRisk's target job, outcome and budget. small business cybersecurity 初筛供应商访问、数据和安全承诺High-intent search for SecureVendorRisk's exact problem, alternatives and outcome evidence. |
建立“small business cybersecurity 初筛供应商访问、数据和安全承诺”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、LinkedIn、本地商家社群与可信 IT 伙伴发布“旧做法 → SecureVendorRisk 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“初筛供应商访问、数据和安全承诺”频率匹配的经同意的合格线索；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to usage_based. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 85/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 85/100. Keep as a testable narrow candidate because the acquisition trigger, accountable security/procurement buyer and downside of unmanaged data/access dependencies are clear, while $5 per vendor matches an occasional one-off job. The defensible wedge is not security scoring: it is a local, transparent intake for organizations too small to justify enterprise TPRM. This remains a prior, not PMF; free CISA/NIST material and Vanta/UpGuard are powerful substitutes, so survival requires real evidence requests and non-affiliated purchases after the time/sample gate. 收入匹配：Revenue fit: 按任务价值匹配usage based |
证明：Proof: 至少 60 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Do not judge before 60 days and 150 qualified visits. Continue only if at least 30 organizations complete a real vendor triage, at least 40% use the output to request evidence, paid intent is at least 7%, and there are at least 5 non-affiliated $5 purchases; qualitative reviews must confirm the workpaper changes or documents a real procurement decision rather than merely downloading a generic questionnaire. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After the gate, stop if real completion is below 15%, paid intent below 3%, no non-affiliated purchases, or most users only want the free CISA/NIST template or an enterprise platform. Stop immediately if support demand requires RushOS to certify vendors, verify private reports, interpret law/contracts, scan third parties without authorization or auto-approve a supplier. |
| #0129 ContextRelay 主动实验Active experiment |
84 high, displacement risk · tier 2 |
负责 ContextRelay 目标任务、结果与预算的业务、工程或运营负责人。AI coding users and engineering teams with long multi-session tasks 围绕 ContextRelay 的精确问题、替代方案和结果证据进行高意图检索。AI coding context lost after compaction / coding agent handoff receipt |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + VSO; tool page, recovery checklist, native-feature comparison and issue-linked language 每条自然内容只讲一个真实问题、一个决定和一项证据，不展示客户数据。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费核心流程先产生结果，再测试与 one_time_local_recovery_workspace 匹配的付费意向。free receipt and copy → $9 one-time local history and Markdown export 自然使用或合格意向出现且预算获批前不投放；付费渠道只用于加速已成立的假设。only if exact-intent organic traffic converts and clients do not absorb the wedge |
PMF 先验 84/100（high, displacement risk）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。The pain is real and repeated, but platform-native recovery can erase the product. Human verification is the defensible boundary, not automatic memory. 收入匹配：Revenue fit: 按任务价值匹配one time local recovery workspace |
证明：Proof: 至少 21 天和 160 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。21 days + 160 qualified visits; >=14% completion, five weekly-pain confirmations, and one purchase or >=3% intent. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Native clients supply equivalent export, or 320 qualified visits show weak use and no paid intent. |
| #0117 DependabotCooldownPolicyMap 等待主动流量席位Waiting for an active traffic slot |
84 high-prior · tier 4 |
管理多个 repository、package ecosystem 与 dependency update policy 的平台、DevSecOps、供应链安全和仓库负责人The business, engineering or operations owner accountable for DependabotCooldownPolicyMap's target job, outcome and budget. 围绕 DependabotCooldownPolicyMap 的精确问题、替代方案和结果证据进行高意图检索。Dependabot default 3 day cooldown version updates security updates cooldown configuration 2026 |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘普通 update 被延迟但 security fix 仍立即开 PR’或‘exclude 覆盖 include’策略断点。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 15 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_dependency_policy_pack. 三个自然完成和一个合格意向前不投放；只准备 exact configuration/migration intent 并否定 generic date calculator。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 84/100。默认变化覆盖大量仓库，version/security 分流和显式覆盖错误会造成过快引入或延迟修复，平台、安全与 repository owner 明确；但 Dependabot 原生 YAML/日志、Renovate、Snyk/Mend 和内部 dependency policy 是强替代。一次性 15 美元只在跨仓库证据交接中有有限价值，不能靠日期计算或安全叙事臆测需求。PMF prior 84/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time dependency policy pack |
证明：Proof: 上线至少 30 天且达到 160 个 UTM 合格访问后才评判；继续条件是至少 25 次完整映射、8 次外部导出、5 个合格付费意向、3 笔真实 15 美元付款，并有 2 个团队用矩阵修复真实 cooldown/security-update 策略错配。Only after at least 30 days and 160 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 320 个 UTM 合格访问后，若完整映射率低于 5%、没有真实付款，或买方只用 Dependabot/Renovate/内部 policy 且不愿为跨仓库证据交接付费，则停止研发和主动流量；零流量、刚上线、内部 QA 和验证 checkout 不判 PMF。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0083 DeskRemoteRisk 等待主动流量席位Waiting for an active traffic slot |
84 high-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskRemoteRisk's target job, outcome and budget. IT helpdesk operations 检查远程访问工具的范围和到期High-intent search for DeskRemoteRisk's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 检查远程访问工具的范围和到期”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskRemoteRisk 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“检查远程访问工具的范围和到期”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 84/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 84/100: the recurring cross-tool permission review has a clear MSP and IT buyer, material downside and quarterly reuse, while local redacted exports create a safe low-cost wedge. Differentiation is only moderate because native consoles and PAM products own the real controls, and the tool cannot find shadow RMM. Keep live for a 90-day evidence test; zero traffic or early age is not failure. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 90 天和 200 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 90 days and 200 qualified visits, continue only if 15 organizations import real redacted exports, eight confirm at least one high-risk item, five complete a permission reduction and fresh re-export, three become paying members, and two MSPs repeat the review in the next quarter. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the mature threshold, stop active distribution if fewer than eight organizations complete a real review, paid intent is below 2%, no permission reduction is re-exported, buyers only need a native vendor console, or maintaining export mappings costs more time than the review saves. Do not use zero traffic or launch age alone as a PMF failure. |
| #0048 EvalJudgeCalibrate 等待主动流量席位Waiting for an active traffic slot |
84 high-prior · tier 4 |
ML、评测、产品质量和平台负责人The business, engineering or operations owner accountable for EvalJudgeCalibrate's target job, outcome and budget. LLM evaluation 校准 LLM judge 与人工判定的一致性High-intent search for EvalJudgeCalibrate's exact problem, alternatives and outcome evidence. |
建立“LLM evaluation 校准 LLM judge 与人工判定的一致性”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在GitHub、X、Dev.to、ML 社群与搜索发布“旧做法 → EvalJudgeCalibrate 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“校准 LLM judge 与人工判定的一致性”频率匹配的预付 credits；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to prepaid_report. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 84/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 84/100. Judge calibration is frequent, has a clear evaluation/AI-platform buyer and can alter release decisions. A $9 one-report unit matches periodic recalibration better than an assumed subscription. Differentiation is modest and incumbent platforms can add the same metrics, so the candidate survives only if privacy/local portability and disagreement adjudication change a real judge decision and produce repeat calibration behavior plus non-affiliated payments. 收入匹配：Revenue fit: 按任务价值匹配prepaid report |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Do not judge before 21 days and 150 qualified visits. Continue only with at least 25 valid calibration calculations, 10 disagreement-queue reviews, 5 full-report intents, 3 non-affiliated $9 purchases, and ten anonymized calibration sets where at least four lead to a changed rubric, judge prompt, threshold, slice policy or release decision. Within 60 days at least one buyer must repeat calibration after a version change. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At or after 300 qualified visits, stop if fewer than 10 valid calculations, fewer than 2 purchases, no repeat calibration or fewer than four of ten real sets change a decision. Stop sooner if at least four of five target buyers only want the capability inside their existing eval platform, or if value requires uploading evaluated content, declaring human labels to be truth, issuing an automatic pass threshold or supporting high-impact automation without domain governance and appeal. |
| #0120 GitHubPublicAudienceAccessMigrationMap 等待主动流量席位Waiting for an active traffic slot |
84 high-prior · tier 4 |
依赖 GitHub stargazer/watcher 身份列表做 DevRel、开源分析、CRM enrichment、通知或内部 dashboard 的产品、数据、隐私与集成负责人The business, engineering or operations owner accountable for GitHubPublicAudienceAccessMigrationMap's target job, outcome and budget. 围绕 GitHubPublicAudienceAccessMigrationMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub stargazers API 403 empty response access restriction watchers subscriptions migration 2026 |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘200 空数组被误判为零受众’或‘身份抓取改成 aggregate + opt-in’迁移故事。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_audience_access_migration_pack. 三个自然完成和一个合格意向前不投放；只准备 exact migration intent 并否定 scrape/export/growth hacking。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
84/100 PMF 预判：静默 200 空数组、403 和端点移除会破坏现有 DevRel/分析 pipeline，买家与隐私后果清晰；但客群窄且原生权限、聚合和自有同意数据替代强，只验证不绕过平台的访问迁移证据。PMF prior 84/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time audience access migration pack |
证明：Proof: 上线满 30 天且至少 160 个 UTM 合格访问后，若有 25 次完整映射、8 次导出、5 个合格付费意向、3 笔真实 18 美元付款，并有两个团队完成真实身份数据到 aggregate 或 opt-in 的迁移后继续。Only after at least 30 days and 160 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 320 个合格访问后完成率低于 5%、没有真实付款，或团队只使用 aggregate counts、GitHub 原生 analytics 和内部 runbook 且不愿为跨系统证据交接付费时停止。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0103 MobilePlayBillingStateRoute 等待主动流量席位Waiting for an active traffic slot |
84 high-prior · tier 4 |
自建 Google Play 购买后端的 Android 工程、订阅产品与收入运营负责人The business, engineering or operations owner accountable for MobilePlayBillingStateRoute's target job, outcome and budget. 围绕 MobilePlayBillingStateRoute 的精确问题、替代方案和结果证据进行高意图检索。Google Play Billing purchase lifecycle RTDN acknowledge entitlement checklist |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘支付状态、权益和确认并非同一件事’案例，不展示 token、应用或客户信息。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 5 场景到 15 美元 100 场景证据包，记录 qualified visit → complete route → export/intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 只准备 exact-intent 和 RevenueCat/generic integration 否定词；三个自然完成和一个合格意向前预算为零。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 84/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 84/100: advance only as a narrow one-time cross-endpoint release evidence pack. Payment state, entitlement, acknowledgement or consumption, duplicates and reversals are economically important and recur across Android billing releases. Differentiation is limited because Play Billing, Developer APIs, testing and RevenueCat execute the workflow, so fixed behavior and payment gates control further investment. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 至少 45 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 45 days and 180 qualified visits, continue only with 30 complete state routes, ten exports, six qualified paid intents, four real $15 purchases and two teams that use the route to repair evidence in a real Android purchase release. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 360 qualified visits, stop if completion remains below 5%, nobody pays, or teams consistently finish with Play Billing and Developer APIs, RevenueCat and backend tests without valuing a separate cross-endpoint handoff. Pause distribution if current Google behavior cannot be safely reflected. |
| #0106 MobileTargetApiDeadlineMap 等待主动流量席位Waiting for an active traffic slot |
84 high-prior · tier 4 |
管理一个或多个 Google Play App 的 Android 工程、产品与发布负责人The business, engineering or operations owner accountable for MobileTargetApiDeadlineMap's target job, outcome and budget. 围绕 MobileTargetApiDeadlineMap 的精确问题、替代方案和结果证据进行高意图检索。Google Play target API level requirement 2026 deadline extension checklist |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得流量席位后每周最多一个虚构的‘主 App 就绪但某形态或既有 App 可发现性责任遗漏’截止期故事；不展示真实包名或项目材料。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费完整复核 3 条记录；首次截止期差异后展示 12 美元 100 条证据包，只记录 qualified visit → complete map → export/intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time. 只准备 exact-intent 与 generic Android upgrade tutorial/Play login 否定词；三个自然完成和一个合格付费意向前预算为零。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 84/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。The deadline and discoverability consequences create a high-value release trigger across multiple form factors, but Console warnings and ordinary project management are strong substitutes; only the cross-App evidence handoff deserves a small one-time test. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 45 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 45 days and 180 qualified visits, continue only with 30 complete maps, 10 exports, six qualified paid intents, four real $12 purchases and two teams completing a real multi-App or form-factor migration handoff. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 360 qualified visits, stop if completion stays below 5%, no one pays, or teams use Play Console and existing project management without valuing a separate portfolio date and test responsibility handoff. |
| #0047 TokenUnitCost 等待主动流量席位Waiting for an active traffic slot |
84 high-prior · tier 4 |
AI 平台、FinOps、工程与产品负责人The business, engineering or operations owner accountable for TokenUnitCost's target job, outcome and budget. LLM cost 计算每个成功业务任务而非每次调用的成本High-intent search for TokenUnitCost's exact problem, alternatives and outcome evidence. |
建立“LLM cost 计算每个成功业务任务而非每次调用的成本”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在X、Dev.to、FinOps 社群、GitHub 与搜索发布“旧做法 → TokenUnitCost 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“计算每个成功业务任务而非每次调用的成本”频率匹配的预付 credits；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to prepaid_api. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 84/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 84/100. The pain, buyer, frequency and economic value are unusually clear, while prepaid processing matches variable event volume. Differentiation is narrow and easy for observability incumbents to absorb; therefore this is not presumed PMF. It survives only as a privacy-minimized, portable task/outcome reconciliation layer and must prove manual-ledger accuracy, reliable success definitions, decision changes and non-affiliated payments after the time/sample gate. 收入匹配：Revenue fit: 预充值 API 用量Prepaid API usage |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Do not judge before 21 days and 150 qualified visits. Continue only if there are at least 18 valid imports, 10 explicit success definitions, 7 report exports or intents, 2 non-affiliated $10 payments, and eight anonymized ledgers with at least seven within 2% of a human/provider-bill reconciliation; at least four ledgers must reveal a high-cost task that changes a routing, retry, feature or pricing decision. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After the gate, stop if fewer than eight valid imports and no payment; if fewer than two of five target buyers can provide a reliable task outcome; if reconciliation error exceeds 5% in two or more of eight ledgers; or if buyers overwhelmingly prefer the same metric inside their current observability platform. Stop immediately if producing value would require raw prompts/outputs, production provider credentials, invented success labels or treating optional task value as proven revenue. |
| #0049 CashSubscriptionRecon 等待主动流量席位Waiting for an active traffic slot |
83 high-prior · tier 4 |
小企业主、财务、会计和运营负责人The business, engineering or operations owner accountable for CashSubscriptionRecon's target job, outcome and budget. small business finance 识别闲置、重复和涨价订阅High-intent search for CashSubscriptionRecon's exact problem, alternatives and outcome evidence. |
建立“small business finance 识别闲置、重复和涨价订阅”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、会计社群、LinkedIn、小红书与伙伴发布“旧做法 → CashSubscriptionRecon 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“识别闲置、重复和涨价订阅”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time_audit. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 83/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 83/100. Direct possible savings, a finance/operations buyer and a periodic audit trigger support a $19 one-time review. Competition is extremely strong and differentiation is only a privacy-preserving CSV wedge, so this is not assumed PMF. It must prove high candidate precision, real owner follow-up, verified actions and non-affiliated payments after the time/sample gate; clicks or annualized candidate totals do not count as value. 收入匹配：Revenue fit: 按任务价值匹配one time audit |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Do not judge before 21 days and 150 qualified visits. Continue only if valid parsing is at least 75%, at least 15% of qualified visitors confirm one recurring candidate with an owner, at least 10 users confirm a real duplicate/price/ownership/use issue, full-report intent is at least 8%, there are at least 5 non-affiliated $19 purchases and at least 3 verified follow-up actions. Across 20 anonymized statements, high-confidence recurring-candidate precision must be at least 95%. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At or after 300 qualified visits, stop if completion is below 7%, there is no purchase or verified action, or owner-verified candidate precision is below 90%. Stop if at least 70% of target buyers prefer Ramp/Brex/Rocket Money/native banking and will not use a redacted CSV, or if value requires bank credentials, automatic cancellation, guessing license use from transactions or presenting candidate annualized amount as savings. |
| #0051 DeskRepeatIssue 等待主动流量席位Waiting for an active traffic slot |
83 high-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskRepeatIssue's target job, outcome and budget. IT helpdesk operations 识别值得永久修复的重复工单High-intent search for DeskRepeatIssue's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 识别值得永久修复的重复工单”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskRepeatIssue 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“识别值得永久修复的重复工单”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 83/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 83/100. Recurring tickets consume measurable service-desk time, a service desk manager can act, and monthly before/after recurrence supports repeat use. However Jira Service Management and Freshservice already cover native problem workflows, so differentiation is only local cross-export explainability and repair-ROI evidence. Retain for a gated test, not as proven PMF. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 90 天和 200 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Only after 90 days and at least 200 qualified visits: continue if 15 organizations import real redacted tickets, eight confirm at least one cluster, five assign a permanent-fix owner, three pay, and at least two show a comparable post-fix recurrence decline of 20% or more. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the same gate, stop active development and distribution if grouping still needs heavy manual cleaning, fewer than five organizations take a repair action, fewer than two organizations pay, privacy constraints prevent a credible workflow, or buyers report that native ITSM reports already complete the same prioritization without material friction. |
| #0085 DiscoverAIAnswerClaimIndex 等待主动流量席位Waiting for an active traffic slot |
83 high-prior · tier 4 |
小型网站的增长、内容、SEO 和产品负责人The business, engineering or operations owner accountable for DiscoverAIAnswerClaimIndex's target job, outcome and budget. organic search content operations 建立 AI 答案可引用的品牌事实、来源和责任人索引High-intent search for DiscoverAIAnswerClaimIndex's exact problem, alternatives and outcome evidence. |
建立“建立 AI 答案可引用的品牌事实、来源和责任人索引”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、X、LinkedIn、小红书与站长社群发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的预付 credits；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to membership. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 83/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 83/100: price, policy, availability and capability conflicts recur and can mislead customers before AI discovery is even measured. A $9 membership matches versioning, ownership and expiry work better than credits. Differentiation is only moderate because enterprise GEO suites already cover downstream monitoring; static sites may not return monthly, so second-version behavior is the key falsification test. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Only evaluate after at least 21 days and 150 qualified visits: continue if at least 10% complete a valid index, five unrelated users create a second version, and there is one real member or at least 3% qualified membership intent. Zero traffic or a new launch is not failure. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Stop or change channel if users only want an llms.txt generator, cannot provide visible sources and human owners, second-version rate stays below 5%, or 300 qualified visits produce no payment or qualified intent; do not expand into AI monitoring without recurring evidence. |
| #0127 GitHubReviewDismissalAuthorityMap 等待主动流量席位Waiting for an active traffic slot |
83 high-prior · tier 4 |
需要在多仓库 ruleset/branch protection 中限制谁能清除阻塞 review，并证明 separation-of-duties、紧急例外与审计结果的 platform governance、AppSec、compliance 与 repository 负责人The business, engineering or operations owner accountable for GitHubReviewDismissalAuthorityMap's target job, outcome and budget. 围绕 GitHubReviewDismissalAuthorityMap 的精确问题、替代方案和结果证据进行高意图检索。GitHub ruleset restrict who can dismiss reviews users teams apps July 2026 |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘actor picker 正确但更宽 bypass layer 仍开放’或‘允许测试通过但禁止测试未执行’治理故事。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 18 美元 100 条 authority 证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_review_authority_pack. 三个自然完成和一个合格意向前不投放；只准备 exact ruleset governance intent，否定 actor picker、review dismissal button 与 generic branch protection。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
83/100：清除审批权限直接影响 merge governance，新原生控制与多层规则带来明确迁移和测试任务；但 ruleset UI/API、Rule Insights、Terraform/settings managers 与 policy-as-code 替代很强，只验证一次性 authority layering 证据包。PMF prior 83/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time review authority pack |
证明：Proof: 上线满 45 天且 180 个合格访问后，若有 25 次完整映射、8 次导出、5 个合格付费意向、3 笔 18 美元真实付款，并有两个团队用矩阵完成真实 allow/deny review-dismissal 验证后继续。Only after at least 45 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 360 个合格访问后完成率低于 5%、没有真实付款，或团队只用 GitHub 原生 ruleset/API/Rule Insights、policy-as-code 与内部 access review且不愿为 authority layering 证据付费时停止。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0050 GreenProjectROI 等待主动流量席位Waiting for an active traffic slot |
83 high-prior · tier 4 |
中小企业运营、设施、环境和采购负责人The business, engineering or operations owner accountable for GreenProjectROI's target job, outcome and budget. small business environmental compliance 比较节能项目成本、节省和不确定性High-intent search for GreenProjectROI's exact problem, alternatives and outcome evidence. |
建立“small business environmental compliance 比较节能项目成本、节省和不确定性”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在行业搜索、LinkedIn、环境社群与专业伙伴发布“旧做法 → GreenProjectROI 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“比较节能项目成本、节省和不确定性”频率匹配的经同意的合格线索；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 83/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 83/100. Capital approval ties the task to large economic consequences and a clear facilities/operations/procurement buyer; $12 once matches a project decision better than an assumed subscription. Free official calculators are major counterevidence. The candidate survives only if the comparable-assumption memo—not the formula—helps real buyers revise or approve quotes and produces non-affiliated payments after 60 days and the sample floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 60 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Do not judge before 60 days and 150 qualified visits. Continue only if at least 30 users enter real redacted quotes, comparison completion is at least 25%, approval-memo intent is at least 6%, there are at least 3 non-affiliated $12 payments and at least 10 users report a documented approve/revise/defer decision traceable to the comparison or evidence gaps. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After the gate, stop if real quote entry is below 10%, paid intent below 2%, there is no non-affiliated payment, or most users only need the free ENERGY STAR/ORNL calculator. Stop if contractors will not provide comparable assumptions, or if users expect us to estimate engineering performance, guarantee savings, determine incentive/tax eligibility or replace a qualified M&V plan. |
| #0105 MobilePlayDataSafetyMap 等待主动流量席位Waiting for an active traffic slot |
83 high-prior · tier 4 |
准备发布或更新 Google Play App 的移动工程、隐私、SDK 与发布负责人The business, engineering or operations owner accountable for MobilePlayDataSafetyMap's target job, outcome and budget. 围绕 MobilePlayDataSafetyMap 的精确问题、替代方案和结果证据进行高意图检索。Google Play Data safety form SDK data collection sharing checklist |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得流量席位后每周最多发布一个虚构的‘App 声明未变但某 SDK 行为或责任已变化’版本故事；不展示真实包名、用户或供应商机密。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费完整复核 3 条记录；首次差异队列后展示 15 美元 100 条证据包，只记录 qualified visit → complete map → export/intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time. 只准备 exact-intent 与 generic privacy policy generator/Play Console login 否定词；三个自然完成和一个合格付费意向前预算为零。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 83/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。SDK, permission, account and deletion-path changes create recurring declaration risk and fragmented ownership, but native Play tooling and scanners already dominate observation and submission; only a narrow one-time release evidence handoff deserves testing. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 45 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 45 days and 180 qualified visits, continue only with 30 complete maps, 10 exports, six qualified paid intents, four real $15 purchases and two teams repairing a real release declaration or responsibility gap. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 360 qualified visits, stop if completion stays below 5%, no one pays, or target teams use Play Console, SDK Index and existing scanners without valuing a separate cross-component version evidence handoff. |
| #0102 MobileSubscriptionEventRoute 等待主动流量席位Waiting for an active traffic slot |
83 high-prior · tier 4 |
自建 Apple 订阅后端的移动工程、订阅产品与收入运营负责人The business, engineering or operations owner accountable for MobileSubscriptionEventRoute's target job, outcome and budget. 围绕 MobileSubscriptionEventRoute 的精确问题、替代方案和结果证据进行高意图检索。App Store Server Notifications V2 event handling checklist retry idempotency |
建立 App Store server notification V2 checklist、billing retry entitlement route、notification history recovery 和 idempotency 问题页；GEO 只引用 Apple 当前原始文档并标记复核日期。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得流量席位后每周最多发布一个虚构的‘通知收到但权益、重复或恢复责任未闭环’事件故事；不展示真实交易、应用或客户信息。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费完整复核 5 条场景；首次路由差异后展示 15 美元 100 场景证据包，只记录 qualified visit → complete route → export/intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 只准备 exact-intent 词与 RevenueCat/StoreKit generic implementation 否定词；三个自然完成和一个合格付费意向前预算为零。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 83/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 83/100: advance as a narrow one-time release evidence pack, never as a JWS verifier or subscription backend. Events directly affect customer access and revenue, and duplicate, ordering and outage recovery decisions recur across releases. Differentiation remains modest because official libraries, current-state APIs and subscription platforms cover execution, so behavior and payment must meet fixed gates before more investment. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 至少 45 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 45 days and 180 qualified visits, continue only with 30 complete event routes, ten exports, six qualified paid intents, four real $15 purchases and two teams that use the route to repair evidence in a real subscription-backend release. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 360 qualified visits, stop if completion remains below 5%, nobody pays, or teams consistently complete the job with App Store Server Library, RevenueCat and backend tests without valuing a separate cross-team event handoff. Pause distribution if Apple behavior changes cannot be safely reflected. |
| #0084 SecureRecoveryTest 等待主动流量席位Waiting for an active traffic slot |
83 high-prior · tier 4 |
中小企业老板、兼职 IT 和安全服务商The business, engineering or operations owner accountable for SecureRecoveryTest's target job, outcome and budget. small business cybersecurity 规划一次不影响生产的恢复演练High-intent search for SecureRecoveryTest's exact problem, alternatives and outcome evidence. |
建立“small business cybersecurity 规划一次不影响生产的恢复演练”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、LinkedIn、本地商家社群与可信 IT 伙伴发布“旧做法 → SecureRecoveryTest 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“规划一次不影响生产的恢复演练”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 83/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 83/100: a failed recovery can create severe downtime and authorized IT/MSP owners have a clear one-time exercise job. The narrow preflight, dependency, validation, stop and rollback artifact is safely deliverable without credentials, but exercise frequency is low and native/vendor services constrain repeat value. Keep live for a 90-day behavioral test; do not treat launch age or zero traffic as failure. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 90 天和 120 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 90 days and 120 qualified visits, continue only if 15 authorized real exercise plans are completed, four packs are purchased, two MSP or IT practitioners confirm the steps are safe and useful, and at least five users return with observed exercise evidence. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the mature gate, stop active distribution if fewer than eight plans are completed, no authorized exercise is actually run, fewer than two packs sell, practitioners reject the safety boundary, or users need vendor-native execution rather than a planning artifact. Zero traffic and launch age alone are never stop evidence. |
| #0131 USBPath 主动实验Active experiment |
82 good, monetization fragile · tier 3 |
负责 USBPath 目标任务、结果与预算的业务、工程或运营负责人。Android enthusiasts, repair technicians and developers diagnosing local USB connections 围绕 USBPath 的精确问题、替代方案和结果证据进行高意图检索。fastboot devices empty / adb unauthorized / ADB works but Fastboot does not |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO first; VSO for concrete diagnostic paths; no ASO because this is not an installed mobile app 每条自然内容只讲一个真实问题、一个决定和一项证据，不展示客户数据。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费核心流程先产生结果，再测试与 one_time_repair_handoff_pack 匹配的付费意向。full diagnosis free → $5 one-time repair-handoff Markdown export 自然使用或合格意向出现且预算获批前不投放；付费渠道只用于加速已成立的假设。defer; paid search is uneconomic until repair-handoff intent appears organically |
PMF 先验 82/100（good, monetization fragile）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Searchable pain and reach are strong. Monetization and device fragmentation are the weak points, so the full useful core stays free. 收入匹配：Revenue fit: 按任务价值匹配one time repair handoff pack |
证明：Proof: 至少 30 天和 220 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。30 days + 220 qualified visits; >=15% completion, >=4% handoff intent, and one purchase or two explicit handoff requests. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。More than 10% reviewed exceptions break the tree, or 440 qualified visits show no handoff value. |
| #0128 CampaignTagGuard 主动实验Active experiment |
82 high-but-crowded · tier 1 |
跨团队增长分析、代理商运营与营销负责人The business, engineering or operations owner accountable for CampaignTagGuard's target job, outcome and budget. 围绕 CampaignTagGuard 的精确问题、替代方案和结果证据进行高意图检索。UTM naming convention / UTM audit / UTM cleanup / UTM builder alternative |
SEO + GEO + VSO；一个工具页、how-to、comparison、alternative 三页和可引用决策收据Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. X 英文 build-in-public；小红书中文教程；只发布真实前后示例和观察数据Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 20 行 → $9 一次性 500 行与 CSV/Markdown 收据Let the free core workflow produce value first, then test payment intent matched to one_time_batch_correction_pack. 仅当自然完成和付费意向成立并得到预算批准后，最多 ¥200 exact-intent 验证Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
需求、可触达和付费替代成立；竞争拥挤，唯一窄缝是已有链接按自定义 taxonomy 的本地审计与变更收据。PMF prior 82/100 (high-but-crowded). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time batch correction pack |
证明：Proof: 21 天/150 合格访问后，完成率 >=10%，且 1 笔付款或付费意向 >=3%。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 300 合格访问后完成率 <5%、零付款且意向 <1%，或用户只需要免费 builder。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0052 CashLateInvoice 等待主动流量席位Waiting for an active traffic slot |
82 high-prior · tier 4 |
小企业主、财务、会计和运营负责人The business, engineering or operations owner accountable for CashLateInvoice's target job, outcome and budget. small business finance 排序逾期应收和下一步触达High-intent search for CashLateInvoice's exact problem, alternatives and outcome evidence. |
建立“small business finance 排序逾期应收和下一步触达”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、会计社群、LinkedIn、小红书与伙伴发布“旧做法 → CashLateInvoice 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“排序逾期应收和下一步触达”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 82/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 82/100. Late payment is frequent, economically material and owned by a clear finance buyer, but differentiation is extremely weak because accounting suites and AR platforms already solve the authoritative workflow. Retain only as a low-friction local CSV wedge; disclosed scoring, dispute/promise holds, recorded next actions and real payment—not clicks—must prove value. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 21 days and 150 qualified visits, continue only if CSV mapping succeeds for 70% of attempts, at least 15% complete a core queue, ten users record a real next action, paid intent reaches 8%, and five independent customers pay. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop active development and distribution if completion remains below 5%, fewer than three independent customers pay, most buyers prefer their QuickBooks/Xero native reminder workflow, or ledger/privacy constraints prevent reliable mapping and a safe recurring review. |
| #0053 CashProjectMargin 等待主动流量席位Waiting for an active traffic slot |
82 high-prior · tier 4 |
小企业主、财务、会计和运营负责人The business, engineering or operations owner accountable for CashProjectMargin's target job, outcome and budget. small business finance 计算项目收入、直接成本和贡献毛利High-intent search for CashProjectMargin's exact problem, alternatives and outcome evidence. |
建立“small business finance 计算项目收入、直接成本和贡献毛利”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、会计社群、LinkedIn、小红书与伙伴发布“旧做法 → CashProjectMargin 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“计算项目收入、直接成本和贡献毛利”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 82/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 82/100. Project contribution directly affects pricing, staffing and scope, with a clear owner and monthly reuse, but native accounting/project platforms already dominate and the arithmetic is commodity. Retain only for the cross-CSV missing-labor-cost audit; verified corrections, next-month return and real payment must distinguish it from a spreadsheet. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 150 qualified visits, continue only if valid mapping reaches 70%, at least 15% complete a project, ten users add a genuine missing cost, portfolio-report intent reaches 8%, five independent users pay, and at least 25% return the next month. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop if completion is below 7%, there are no independent payments, next-month return is below 10%, 70% of buyers say Xero/QuickBooks/Float already removes the friction, or project owners cannot confirm a safe and consistent cost policy. |
| #0055 DealCompProof 等待主动流量席位Waiting for an active traffic slot |
82 high-prior · tier 4 |
B2B 销售负责人、RevOps 和创始人The business, engineering or operations owner accountable for DealCompProof's target job, outcome and budget. sales operations 检查佣金计算的事件和归属证据High-intent search for DealCompProof's exact problem, alternatives and outcome evidence. |
建立“sales operations 检查佣金计算的事件和归属证据”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、销售社群、搜索与邮件内容发布“旧做法 → DealCompProof 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“检查佣金计算的事件和归属证据”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 82/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 82/100. Commission opacity and errors have direct personal and operational cost, monthly or quarterly triggers and a recognizable buyer, while enterprise platforms leave a low-cost independent preflight gap. Differentiation remains narrow and legal/payroll expectations are dangerous; retain only as evidence/question preparation, never plan interpretation or a wage determination. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 150 qualified visits, continue only with 20 real redacted statements, at least 95% double-checked calculation agreement, ten user-confirmed event or attribution evidence gaps, and five independent $9 purchases. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop if completion is below 5%, purchases are fewer than three, real-statement review agreement is below 95%, formulas cannot be represented without material plan interpretation, or users primarily demand wage recovery, contract/legal interpretation or production CRM/payroll integration. |
| #0122 DependabotPython39UpdateRecoveryMap 等待主动流量席位Waiting for an active traffic slot |
82 high-prior · tier 4 |
维护仍声明或解析 Python 3.9 的 pip、Poetry、uv 项目及 Dependabot version-update pipeline 的平台、Python、AppSec 与 repository 负责人The business, engineering or operations owner accountable for DependabotPython39UpdateRecoveryMap's target job, outcome and budget. 围绕 DependabotPython39UpdateRecoveryMap 的精确问题、替代方案和结果证据进行高意图检索。Dependabot Python 3.9 no update PR unsupported June 23 2026 migration |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构‘runtime 已升但 classifier/tox 仍锁 3.9’或‘CI 通过但 Dependabot PR 未恢复’案例。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条到 15 美元 100 条证据包；记录 qualified visit→complete map→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time_dependency_recovery_pack. 三个自然完成和一个合格意向前不投放；只准备 exact failure/recovery intent，否定 generic Python upgrade。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
82/100：问题会直接中断依赖更新 PR，平台、Python、CI 与发布负责人清晰，恢复证据有经济价值；但需求是事件驱动而非高频日常使用，Dependabot 日志、CI、Renovate、手工更新和内部 runbook 都是强替代品，因此先排队验证，不占主动流量席位。PMF prior 82/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time dependency recovery pack |
证明：Proof: 上线满 30 天且至少 160 个合格访问后，达到 25 次完整映射、8 次导出、5 个合格付费意向、3 笔真实 15 美元付款，并有两个真实团队用证据图恢复 Dependabot 更新 PR，才继续投入。Only after at least 30 days and 160 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 320 个合格访问后，完整映射率低于 5%、没有真实付款，或目标团队只用原生 Dependabot 日志、CI、Renovate/手工更新和内部 runbook 且不愿为跨 owner 恢复证据付费时停止。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0056 DeskBackupUser 等待主动流量席位Waiting for an active traffic slot |
82 high-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskBackupUser's target job, outcome and budget. IT helpdesk operations 检查关键用户文件是否在备份范围High-intent search for DeskBackupUser's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 检查关键用户文件是否在备份范围”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskBackupUser 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“检查关键用户文件是否在备份范围”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 82/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 82/100. Missing critical user files can stop work and the IT/MSP buyer can review scope monthly and restore evidence quarterly, but native backup/sync products own authoritative agent state. Retain only for cross-product path-governance evidence; prefix matching never proves backup or recovery and the product remains distinct from CloudBackupReach system-level failure-domain/RPO/RTO review. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 120 天和 200 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 120 days and 200 qualified visits, continue only if 15 organizations build real matrices, eight confirm an omission or UNKNOWN, five complete an observed restore sample, three independently pay, and two MSPs perform the next-quarter review. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the gate, stop if administrators cannot obtain trustworthy scope/exclusion metadata, fewer than five organizations complete restore tests, fewer than two pay, buyers only accept native backup-agent live verification, or filling signal gaps would require user-file upload or backup credentials. |
| #0057 GreenUtilityRecon 等待主动流量席位Waiting for an active traffic slot |
82 high-prior · tier 4 |
中小企业运营、设施、环境和采购负责人The business, engineering or operations owner accountable for GreenUtilityRecon's target job, outcome and budget. small business environmental compliance 对账多设施能源账单与缺失月份High-intent search for GreenUtilityRecon's exact problem, alternatives and outcome evidence. |
建立“small business environmental compliance 对账多设施能源账单与缺失月份”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在行业搜索、LinkedIn、环境社群与专业伙伴发布“旧做法 → GreenUtilityRecon 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“对账多设施能源账单与缺失月份”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 82/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 82/100. Billing-period gaps can block recurring property/facility month close and the owner and value are clear, but free Portfolio Manager and enterprise utility platforms strongly constrain differentiation. Retain only for transparent [start,end) gap/overlap/duplicate reconciliation; it does not identify tariff or billing errors, connect accounts or promise savings. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 60 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 60 days and 150 qualified visits, continue only if upload success is at least 35%, twenty real accounts complete scans, paid intent reaches 6%, and three independent subscriptions remain active for two months. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the sample gate, stop or narrow to a free CSV checker if real upload is below 15%, buyers already find Portfolio Manager/accounting tools sufficient, fewer than three subscriptions persist, or PDF/vendor format demands create unsustainable manual maintenance or require credentials. |
| #0104 MobileDeveloperVerificationMap 等待主动流量席位Waiting for an active traffic slot |
82 high-prior · tier 4 |
通过 Google Play、其他商店或直接渠道分发 Android App 的移动工程、发布与账户负责人The business, engineering or operations owner accountable for MobileDeveloperVerificationMap's target job, outcome and budget. 围绕 MobileDeveloperVerificationMap 的精确问题、替代方案和结果证据进行高意图检索。Android developer verification package registration signing key checklist 2026 |
建立 Android developer verification checklist、package registration status、Play vs non-Play verification 和 signing key ownership 问题页；GEO 只引用 Android 当前原始资料并标注复核日期。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得流量席位后每周最多一个虚构的‘身份已验证但包名、密钥或渠道责任仍未闭环’版本故事；不展示真实账户、包名或证件。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费完整复核 3 条记录；首次责任差异后展示 12 美元 100 条证据包，只记录 qualified visit → complete map → export/intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time. 只准备 exact-intent 词与 generic Android verification 否定词；三个自然完成和一个合格付费意向前预算为零。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 82/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Package and signing-key responsibility can block distribution and creates a time-bound cross-team handoff; however Console, Studio and APIs already control actual state, so only a small one-time evidence-pack wedge deserves testing. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 45 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 45 days and 180 qualified visits, continue only with 30 complete maps, 10 exports, six qualified paid intents, four real $12 purchases and two teams using the matrix in a real package handoff. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 360 qualified visits, stop if completion stays below 5%, no one pays, or target teams rely on Console, Studio and APIs without valuing a separate cross-account package/key evidence handoff. |
| #0107 MobileReviewAccessHandoff 等待主动流量席位Waiting for an active traffic slot |
82 high-prior · tier 4 |
发布含登录、订阅墙、外部身份或位置限制功能的移动工程、QA、支持和上架负责人The business, engineering or operations owner accountable for MobileReviewAccessHandoff's target job, outcome and budget. 围绕 MobileReviewAccessHandoff 的精确问题、替代方案和结果证据进行高意图检索。Google Play app access sign in details review credentials checklist |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得席位后每周最多一个虚构的‘测试账号存在但某受限功能、位置或轮值仍不可达’故事；不展示凭据。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 3 条路径到 12 美元 100 条证据包；记录 complete→export/intent→paid。Let the free core workflow produce value first, then test payment intent matched to one_time. 三个自然完成和一个合格意向前不投放；只准备 exact-intent 与 login troubleshooting 否定词。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 82/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Review blockage has real release cost and crosses feature, identity, MFA, location, entitlement and on-call owners; however real secrets and submissions belong in native stores and approved secret systems, so only a credential-free one-time handoff deserves testing. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 45 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 45 days and 180 qualified visits, continue only with 30 complete maps, 10 exports, six qualified paid intents, four real $12 purchases and two teams using the matrix to repair a real review-access failure. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 360 qualified visits, stop if completion stays below 5%, no one pays, or teams rely on store fields, secret managers and QA checklists without valuing a separate credential-free version handoff. |
| #0054 SecureIncidentPlan 等待主动流量席位Waiting for an active traffic slot |
82 high-prior · tier 4 |
中小企业老板、兼职 IT 和安全服务商The business, engineering or operations owner accountable for SecureIncidentPlan's target job, outcome and budget. small business cybersecurity 规划攻击后的隔离、调查和业务继续High-intent search for SecureIncidentPlan's exact problem, alternatives and outcome evidence. |
建立“small business cybersecurity 规划攻击后的隔离、调查和业务继续”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、LinkedIn、本地商家社群与可信 IT 伙伴发布“旧做法 → SecureIncidentPlan 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“规划攻击后的隔离、调查和业务继续”频率匹配的经同意的合格线索；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 82/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 82/100. Incident impact can be extreme and owners, MSPs, insurers and counsel form a clear buyer/partner set, but usage is low-frequency and free official guidance is abundant. Retain only because pre-incident authority, primary-identity-independent contacts, minimum service and tabletop evidence are distinct from the existing AI IncidentBrief response intake; no forensic or legal automation is promised. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 90 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 90 days and 150 qualified visits, continue only if 30 independent organizations configure real contact references, 15 conduct a tabletop, paid intent reaches 7%, and five non-affiliated customers complete payment. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the sample gate, stop or convert to disclosed expert referral if real-reference configuration is below 15%, paid intent is below 3%, buyers only download empty templates, the product duplicates IncidentBrief behavior, or users expect forensic commands, notification decisions or other unsafe automation. |
| #0086 BooksMileageMethodCompare 等待主动流量席位Waiting for an active traffic slot |
81 high-prior · tier 4 |
小企业主、簿记员、财务运营和非营利项目负责人The business, engineering or operations owner accountable for BooksMileageMethodCompare's target job, outcome and budget. small business financial records 比较里程记录方法所需输入和缺失证据High-intent search for BooksMileageMethodCompare's exact problem, alternatives and outcome evidence. |
建立“比较里程记录方法所需输入和缺失证据”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、会计社群、LinkedIn 与小企业内容发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的一次性工作包；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to disclosed_affiliate_referral. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 81/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 81/100: a dated 2026 rate split creates urgent exact-intent discovery and the record-evidence gap has economic consequences for owners and bookkeepers. Recurrence is weak and substitutes are strong, so the complete tool stays free; monetization is credible only if users complete comparisons and then choose a clearly disclosed relevant partner. 收入匹配：Revenue fit: 按任务价值匹配disclosed affiliate referral |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 21 days and 150 qualified visits, continue or improve the route only with at least 20 comparison starts, 10 completed comparisons, and either 3 qualified disclosed-partner outbound intents or 1 attributed commission; zero traffic or a young launch is never failure evidence. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After the minimum-age gate, pause active distribution if 300 qualified visits produce completion below 20% or if completed comparisons create no monetizable disclosed outbound intent. Keep the free source page indexed if it earns qualified use; never infer PMF failure from validation traffic, zero traffic or insufficient age. |
| #0058 CashRefundProof 等待主动流量席位Waiting for an active traffic slot |
81 high-prior · tier 4 |
小企业主、财务、会计和运营负责人The business, engineering or operations owner accountable for CashRefundProof's target job, outcome and budget. small business finance 对齐退款、手续费和原始收入High-intent search for CashRefundProof's exact problem, alternatives and outcome evidence. |
建立“small business finance 对齐退款、手续费和原始收入”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、会计社群、LinkedIn、小红书与伙伴发布“旧做法 → CashRefundProof 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“对齐退款、手续费和原始收入”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 81/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment 81/100: refund and fee mismatches create a clear month-close cost for bookkeepers and small ecommerce finance teams, and exact identifiers make part of the result auditable. Differentiation is narrow and fuzzy matches can harm trust, so this survives only as a local cross-source workpaper with exact-ID priority, human confirmation and measured repeat use. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 150 qualified visits, continue only with at least 70% valid parses, 12% complete-chain checks, 100% exact-ID precision, at least 95% confirmed precision for fuzzy candidates, 8% report intent, five paid packs and three bookkeepers returning next month. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop if completion is below 6%, there are no payments, next-month reuse is below 10%, more than 70% of buyers solve the job in one provider native report, fuzzy false positives exceed 5%, or value requires automatic posting or retained sensitive data. |
| #0101 MobilePrivacyManifestMap 等待主动流量席位Waiting for an active traffic slot |
81 high-prior · tier 4 |
准备提交 Apple 平台 App 的移动工程、隐私和发布负责人The business, engineering or operations owner accountable for MobilePrivacyManifestMap's target job, outcome and budget. 围绕 MobilePrivacyManifestMap 的精确问题、替代方案和结果证据进行高意图检索。Apple privacy manifest required reason API SDK release checklist |
建立 Apple privacy manifest SDK checklist、required reason API release audit 和 invalid privacy manifest handoff 精确问题页，引用 Apple 当前原始资料并标注复核日期；不承诺审核通过。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得流量席位后每周最多发布一个虚构的‘App 清单存在但某 SDK 责任仍未闭环’版本故事；X 英文优先，小红书使用独立中文版本，不展示真实 bundle 或供应商材料。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费完整复核 3 个组件；首次差异队列后展示 12 美元 100 组件证据包，只记录 qualified visit → complete map → export/intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 只准备 exact-intent 与 generic plist generator/free template 否定词；三个自然完成和一个合格付费意向前预算为零。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 81/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 81/100: advance as a narrow one-time release evidence pack, not a scanner or compliance product. A $12 price can match the avoided cost of one blocked submission or coordination gap, while the manual cross-component register differentiates only when teams find native reports fragmented. Do not infer demand from launch or zero traffic; behavior and payment must meet the fixed gates. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 150 qualified visits, continue only with 25 complete component maps, eight exports, five qualified paid intents, three real $12 purchases and two mobile release owners who use the queue to repair evidence in a real release. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop if completion remains below 5%, nobody pays, or teams consistently finish the job with Xcode, App Store Connect and SDK-native reports without valuing a separate cross-component handoff. Requirement changes that cannot be corrected safely also pause distribution. |
| #0060 CashBudgetVariance 等待主动流量席位Waiting for an active traffic slot |
80 high-prior · tier 4 |
小企业主、财务、会计和运营负责人The business, engineering or operations owner accountable for CashBudgetVariance's target job, outcome and budget. small business finance 解释预算与实际差异的主要驱动High-intent search for CashBudgetVariance's exact problem, alternatives and outcome evidence. |
建立“small business finance 解释预算与实际差异的主要驱动”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、会计社群、LinkedIn、小红书与伙伴发布“旧做法 → CashBudgetVariance 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“解释预算与实际差异的主要驱动”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 80/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment 80/100: monthly cadence, finance ownership and decision impact are clear, but native accounting/reporting suites are strong and a number cannot prove its cause. The product survives only as a no-connection, source-key workpaper that keeps arithmetic separate from human evidence. $12 is one-time until next-month return proves subscription value. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 150 qualified visits, continue only with at least 70% valid mapping, 12% full analysis, 30% of completers confirming one real driver with evidence, 8% report intent and five paid packs. Only test membership if at least 25% return with a new month. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop if full analysis is below 6%, nobody pays, next-month return is below 10%, at least 70% of buyers say Xero/QuickBooks/Fathom is sufficient, or users expect the system to invent causes without evidence. Never fail it before both age and sample gates. |
| #0059 DealDiscountGate 等待主动流量席位Waiting for an active traffic slot |
80 high-prior · tier 4 |
B2B 销售负责人、RevOps 和创始人The business, engineering or operations owner accountable for DealDiscountGate's target job, outcome and budget. sales operations 按毛利和交换条件规划折扣批准High-intent search for DealDiscountGate's exact problem, alternatives and outcome evidence. |
建立“sales operations 按毛利和交换条件规划折扣批准”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、销售社群、搜索与邮件内容发布“旧做法 → DealDiscountGate 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“按毛利和交换条件规划折扣批准”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 80/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment 80/100: the buyer, decision frequency and margin impact are clear, and the arithmetic is independently reproducible. Differentiation is narrow, so the product does not pretend to execute approval. The prior monthly model is rejected until repeat behavior exists; a $9 one-time workpack is the honest first revenue test. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 21 days and 150 qualified visits, continue only with 25 completed real scenarios, at least 20 cost-confirmed inputs, 10 written give-get conditions, paid intent of 8% or higher and five $9 paid workpacks; only then interview repeat users about a member policy/history product. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop if completion is below 5%, fewer than three users pay, most users refuse to enter costs, or buyers say value requires CRM quote creation and automated approval. Do not infer failure from zero traffic or from observations before both age and sample gates. |
| #0088 DiscoverLocationPageEvidence 等待主动流量席位Waiting for an active traffic slot |
80 high-prior · tier 4 |
小型网站的增长、内容、SEO 和产品负责人The business, engineering or operations owner accountable for DiscoverLocationPageEvidence's target job, outcome and budget. organic search content operations 检查每个地点页是否有独特且可验证的服务事实High-intent search for DiscoverLocationPageEvidence's exact problem, alternatives and outcome evidence. |
建立“检查每个地点页是否有独特且可验证的服务事实”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、X、LinkedIn、小红书与站长社群发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的一次性工作包；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 80/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 80/100: multi-location brands and agencies face a real, economically relevant page-review job and exact SEO/LBS search intent. The project is episodic and the audit market is crowded; a $12 one-time 3–20 location evidence workpack fits better than membership. Continue only if users enter real multi-location evidence and value owner/recheck structure instead of asking for AI city-name pages or a similarity score. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Only after at least 30 days and 150 qualified visits, continue if free completion is at least 10%, at least 30% of completers enter evidence for three or more locations in their stated real workflow, and there is one real purchase or qualified paid intent of at least 3%. Human reviews must show the matrix prevented or corrected at least one unsupported, stale or wrongly repeated location claim. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After the minimum-age gate, stop active distribution if three-plus-location workflow intent is below 5%, or after 300 qualified visits there is no purchase or qualified paid intent. Also stop if the dominant request is a duplicate-content percentage or bulk AI city-page writing rather than public fact evidence. Zero traffic, validation activity and a young launch are not failure evidence. |
| #0100 MailOneClickUnsubscribe 等待主动流量席位Waiting for an active traffic slot |
80 high-prior · tier 4 |
发送订阅或营销邮件的 SaaS、电商和邮件运营负责人The business, engineering or operations owner accountable for MailOneClickUnsubscribe's target job, outcome and budget. 围绕 MailOneClickUnsubscribe 的精确问题、替代方案和结果证据进行高意图检索。RFC 8058 List-Unsubscribe-Post checker one click unsubscribe header test |
建立 RFC 8058 header checker、List-Unsubscribe-Post missing 和 Gmail one-click unsubscribe test 问题页，引用 RFC 与 Gmail 当前原始资料；不承诺投递率。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 获得流量席位后每周最多发布一个‘头存在但 DKIM 未覆盖或端点未实测’的虚构前后案例；不展示真实域名或用户。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费完整复核一个模板；首次结果后展示 7 美元 50 模板证据包，只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 只准备 exact-intent 词与邮件平台品牌否定词；三次自然完成和一个合格付费意向前预算为零。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 80/100：发件负责人、发送前触发、投递与用户选择风险及精确搜索意图均明确；但 ESP 原生能力很强，语法检查极易商品化。只允许用一个免费模板到 7 美元多模板证据包验证，绝不把规范要求或页面访问当作 PMF。PMF prior 80/100 (high-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 上线满 30 天且至少 150 个合格访问后，若有 30 次完整检查、10 次多模板导出、5 个合格付费意向、3 笔真实 7 美元付款，并有两名发送负责人用证据修复真实模板，则继续主动分发。Only after at least 30 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 300 个合格访问后完整检查率仍低于 5%、没有真实付款，或团队只使用 ESP 原生验证且不愿为静态与运行证据分离付费时停止；任何泄露真实订阅者、生产令牌或擅自调用端点的情况立即暂停。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0087 TrustAccountDeleteBrief 等待主动流量席位Waiting for an active traffic slot |
80 high-prior · tier 4 |
独立 SaaS、电商和代理商的产品或隐私负责人The business, engineering or operations owner accountable for TrustAccountDeleteBrief's target job, outcome and budget. website privacy operations 规划账户删除请求的身份、数据与人工交接High-intent search for TrustAccountDeleteBrief's exact problem, alternatives and outcome evidence. |
建立“规划账户删除请求的身份、数据与人工交接”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、LinkedIn、小红书与独立开发者社群发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的一次性工作包；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 80/100（high-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 80/100: the release gate, buyer and consequence are real, and a local dependency/test map is narrower and safer than a DSAR platform. Frequency is episodic and the documents themselves are free, so the fit is a $12 one-time workpack—not membership—and survival requires completed real multi-system maps plus purchase intent after the age/sample gate. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 30 天和 120 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Only after at least 30 days and 120 qualified visits, continue if at least 12% complete a deletion map and there is one real purchase or qualified paid intent of at least 3%; at least five completed maps must name two or more real system dependencies and human reviewers must confirm the artifact changed or documented a release decision. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 240 qualified visits after the minimum-age gate, pause active distribution if completion is below 5% with no purchase or qualified paid intent, or if users only need the official platform checklists and do not value a reusable dependency, failure-test and sign-off record. Zero traffic, validation activity and a young launch are not PMF-failure evidence. |
| #0089 BillingCancelPathAudit 等待主动流量席位Waiting for an active traffic slot |
79 medium-prior · tier 4 |
小型订阅业务的运营、支持和财务负责人The business, engineering or operations owner accountable for BillingCancelPathAudit's target job, outcome and budget. subscription billing operations 逐步记录注册与取消路径的摩擦差异High-intent search for BillingCancelPathAudit's exact problem, alternatives and outcome evidence. |
建立“逐步记录注册与取消路径的摩擦差异”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、SaaS 社群、LinkedIn 与 Stripe 生态内容发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的一次性工作包；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_audit_pack. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 79/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 79/100: an independent signup-versus-cancellation evidence comparison can expose operational friction without becoming a retention executor, and the SaaS product/operations buyer is reachable. Differentiation and recurrence are weak, so $12 once fits better than subscription. This remains viable only if users complete both paths and value the evidence/retest artifact—not if they only need Stripe/Churnkey execution or legal advice. 收入匹配：Revenue fit: 按任务价值匹配one time audit pack |
证明：Proof: 至少 21 天和 40 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 21 days and 40 qualified visits, continue only if at least eight users complete both path records and either two initiate the paid export or one unrelated buyer completes a purchase. Qualitative review must show that the evidence or retest pack changed a product, support or policy decision; an immature sample only extends observation and is not failure. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After both 21 days and 40 qualified visits, stop active distribution if full two-path completion is below 10% and there is no qualified paid intent. Also close if buyer evidence shows teams only need Stripe/Churnkey execution or professional legal review rather than a neutral evidence artifact. Zero traffic, validation activity and a young launch do not count as failure. |
| #0061 GovBoardPacket 等待主动流量席位Waiting for an active traffic slot |
79 medium-prior · tier 4 |
AI 治理、法务、风险与产品负责人The business, engineering or operations owner accountable for GovBoardPacket's target job, outcome and budget. AI governance 把 AI 风险变化压成董事会可读摘要High-intent search for GovBoardPacket's exact problem, alternatives and outcome evidence. |
建立“AI governance 把 AI 风险变化压成董事会可读摘要”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、小红书、专业社群与搜索发布“旧做法 → GovBoardPacket 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“把 AI 风险变化压成董事会可读摘要”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to prepaid_report. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 79/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment 79/100: governance leaders and CISOs have a recurring, board-visible reporting job with credible economic value, but direct report generators and enterprise governance platforms already serve it. Launch only a redacted structured-draft wedge; require payment and same-team repeat before increasing investment. 收入匹配：Revenue fit: 按任务价值匹配prepaid report |
证明：Proof: 至少 30 天和 40 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Make no behavioral PMF verdict until both 30 days and 40 qualified visits. Continue only if that sample produces at least eight valid previews, three export intents, one paid $9 report, and then one same-team repeat within 60 days; otherwise adjust the message or channel without calling zero traffic product failure. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After at least 30 days and 100 qualified visits, stop if there is no paid report, if average buyer-reported manual rewrite exceeds 30 minutes, or if the target buyer consistently requires sensitive GRC integration before the draft is useful. Record the evidence and reason; do not restart a closed candidate. |
| #0099 SecurePasskeyRecovery 等待主动流量席位Waiting for an active traffic slot |
79 medium-prior · tier 4 |
正在上线 Passkey 的 SaaS 身份、产品与安全负责人The business, engineering or operations owner accountable for SecurePasskeyRecovery's target job, outcome and budget. 围绕 SecurePasskeyRecovery 的精确问题、替代方案和结果证据进行高意图检索。passkey account recovery checklist passkey rollout test plan |
围绕 passkey account recovery checklist、passkey rollout test plan、delete all passkeys recovery 建立来源驱动的问题页、示例和 FAQ；GEO 只引用 FIDO、NIST 与平台原始资料。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 每周发布一个失败旅程故事，例如删除全部 Passkey 后只剩更弱恢复路径；只呈现输入、缺口、人工决定和复测证据。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费完成一个场景，不设邮箱墙；首次导出后展示 9 美元五阶段场景包，记录 qualified visit → use → intent → paid，不出售安全结论。Let the free core workflow produce value first, then test payment intent matched to one_time_release_evidence_pack. 只准备 passkey recovery test plan 等 exact-intent 词和身份平台品牌否定词；出现自然完成和付款意向且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 79/100：Passkey 迁移风险和跨团队发布交接具有真实经济后果，但原生 IdP、FIDO 指南与内部测试是强替代。只验证一次性 $9 证据包；不把标准热度、验证 checkout 或零流量当 PMF。PMF prior 79/100 (medium-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time release evidence pack |
证明：Proof: 上线满 30 天且至少 150 个合格访问后，若有 30 次完整场景检查、10 次导出、5 个团队级付费意向、3 笔真实 9 美元付款，并有 2 个团队在真实发布评审中复用，则继续投入。Only after at least 30 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 300 个合格访问后完整检查率仍低于 5%、没有真实付款，或访谈显示团队只使用现有 IdP 与 FIDO 文档且不愿为跨阶段证据包付费时停止；刚上线、零流量和验证 checkout 不计失败或需求。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0090 AccessErrorMessageRoute 等待主动流量席位Waiting for an active traffic slot |
78 medium-prior · tier 4 |
小型网站的设计、前端、内容与无障碍负责人The business, engineering or operations owner accountable for AccessErrorMessageRoute's target job, outcome and budget. web accessibility review 检查表单错误是否可感知、可定位并给出恢复动作High-intent search for AccessErrorMessageRoute's exact problem, alternatives and outcome evidence. |
建立“检查表单错误是否可感知、可定位并给出恢复动作”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、GitHub、Web 开发社群和设计社群发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的一次性工作包；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_regression_pack. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 78/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 78/100: form-error regressions can block releases and expose costly remediation, with identifiable accessibility QA, product and engineering buyers. The manual six-phase receipt is useful, but scanner suites and specialist audits dominate automated detection. Survival depends on buyers paying for compact, repeatable regression evidence—not on a compliance promise. 收入匹配：Revenue fit: 按任务价值匹配one time regression pack |
证明：Proof: 至少 21 天和 60 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 21 days and 60 qualified visits, continue active distribution only if at least 12 visitors complete all six phases and either 3 run a second scenario or at least 1 genuine paid purchase occurs; keep cannot-tell and human-review boundaries intact. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At or after 120 qualified visits, pause active distribution if six-phase completion stays below 8% with zero checkout intent, or interviews show buyers only want automated scanners. Close immediately if the product cannot reliably preserve cannot-tell, avoid sensitive data, or keep certification decisions with qualified humans. |
| #0008 SunsetWatch 等待关键词调整Waiting for keyword revision |
78 high · tier 2 |
平台工程负责人、CTOThe business, engineering or operations owner accountable for SunsetWatch's target job, outcome and budget. model deprecation tracker / 模型退役迁移清单High-intent search for SunsetWatch's exact problem, alternatives and outcome evidence. |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO 发布日历与迁移倒计时案例Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费跟踪器 → $2/月迁移提醒会员Let the free core workflow produce value first, then test payment intent matched to membership. 出现自然会员意向后再投 exact-match 搜索Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
需求明确且持续，但必须从宽泛 retirement 词改成迁移任务词。PMF prior 78/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 300 合格访问内出现 1 名会员或 ≥3% 会员意向。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 300 合格访问后仍 0 会员且意向 <1%。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0016 AgentReceipt 主动实验Active experiment |
77 high · tier 1 |
Agent 工程、安全与治理负责人The business, engineering or operations owner accountable for AgentReceipt's target job, outcome and budget. 围绕 AgentReceipt 的精确问题、替代方案和结果证据进行高意图检索。AI agent audit trail / action receipt |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + VSO 每周展示一张行动收据前后对比Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费收据 → $4/月团队会员Let the free core workflow produce value first, then test payment intent matched to membership. 自然完成率与会员意向达标后测试审计轨迹关键词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
买家、频率与风险成本同时成立；竞争来自内部日志和可观测平台。PMF prior 77/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 150 合格访问完成率 ≥10%，且 1 名会员或 ≥3% 意向。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 300 合格访问 0 会员且意向 <1%。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0091 BillingDiscountStackGuard 等待主动流量席位Waiting for an active traffic slot |
77 medium-prior · tier 4 |
小型订阅业务的运营、支持和财务负责人The business, engineering or operations owner accountable for BillingDiscountStackGuard's target job, outcome and budget. subscription billing operations 演算优惠叠加、最低价和毛利边界High-intent search for BillingDiscountStackGuard's exact problem, alternatives and outcome evidence. |
建立“演算优惠叠加、最低价和毛利边界”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、SaaS 社群、LinkedIn 与 Stripe 生态内容发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的预付 credits；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_scenario_pack. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 77/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 77/100: a wrong recurring discount stack can damage contribution on every renewal, and billing, revenue operations and finance ownership are identifiable. The simple ordered arithmetic is understandable and searchable, but free calculators and billing-platform previews make differentiation thin. Survival requires repeated multi-plan comparison or a $9 decision-pack purchase, not calculator page views. 收入匹配：Revenue fit: 按任务价值匹配one time scenario pack |
证明：Proof: 至少 21 天和 60 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 21 days and 60 qualified visits, continue active distribution only if at least 12 visitors complete a valid model and either 3 open an alternate scenario or paid-pack intent, or at least 1 genuine $9 purchase occurs. Below the sample threshold, preserve passive search observation and do not call failure. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At or after 120 qualified visits, pause active distribution if valid model completion remains below 8% with zero paid-pack intent, or visitors consistently need Shopify execution plugins or free one-discount arithmetic instead. Close any platform template immediately if it cannot be reconciled with current documented test-mode behavior; never expand into account execution without new authority. |
| #0063 DeskDeskMemo 等待主动流量席位Waiting for an active traffic slot |
77 medium-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskDeskMemo's target job, outcome and budget. IT helpdesk operations 生成周度积压、风险和改进决定摘要High-intent search for DeskDeskMemo's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 生成周度积压、风险和改进决定摘要”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskDeskMemo 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“生成周度积压、风险和改进决定摘要”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 77/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment 77/100: service-desk managers have a weekly operating cadence and measurable backlog/SLA economics, but native ITSM analytics make reporting itself commodity. Launch only the browser-local decision-loop wedge; membership survives only if teams return four weeks, review prior decisions and pay, not because a CSV can be summarized. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 90 天和 200 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Make no behavioral PMF verdict until both 90 days and 200 qualified visits. Continue only if 15 teams import real metadata, eight use it for four consecutive weeks, five review prior decisions, three subscribe at $15/month, and at least three recorded decisions show reproducible backlog or SLA improvement without unsupported causal claims. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After at least 90 days and 200 qualified visits, stop if fewer than five teams use it for four weeks, fewer than ten prior-decision outcomes are reviewed, fewer than two teams pay, or native ITSM scheduled reports are sufficient. Do not expand into generic BI or a connector platform to manufacture retention. |
| #0032 FieldSafetyBrief 等待主动流量席位Waiting for an active traffic slot |
77 high-but-crowded · tier 4 |
暖通、电工、维修和现场服务小企业负责人The business, engineering or operations owner accountable for FieldSafetyBrief's target job, outcome and budget. 围绕 FieldSafetyBrief 的精确问题、替代方案和结果证据进行高意图检索。pre-job safety briefing template / job briefing checklist |
SEO + GEO；页面提供五项定义、官方来源、可复制草案和真实替代品Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 专业社群发布一个遗漏项的前后对比，不发布“AI 保证安全”内容Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费无账户草案 → $5 可复用 Markdown 模板包Let the free core workflow produce value first, then test payment intent matched to one_time. 只有自然完成和购买意向出现且单独批准预算后，才测试 exact-intent 词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
需求与频率成立；原始差异化高估，必须用无需账户和保守边界证明独立价值。PMF prior 77/100 (high-but-crowded). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 150 合格访问内完成率 ≥10%，且 1 次购买或 ≥3% 付费意向。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 300 合格访问 0 购买且意向 <1%，或用户把草案误当安全批准。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0062 ProductEvidenceAge 等待主动流量席位Waiting for an active traffic slot |
77 medium-prior · tier 4 |
产品经理、设计、工程和增长负责人The business, engineering or operations owner accountable for ProductEvidenceAge's target job, outcome and budget. product management 追踪产品证据是否仍代表当前用户High-intent search for ProductEvidenceAge's exact problem, alternatives and outcome evidence. |
建立“product management 追踪产品证据是否仍代表当前用户”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、产品社群、X、搜索与公开构建发布“旧做法 → ProductEvidenceAge 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“追踪产品证据是否仍代表当前用户”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 77/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment 77/100: stale research can misdirect active product decisions and the buyer is identifiable, but full research and product platforms already store metadata and linked insights. Launch only a browser-local one-record review; never infer truth from age, and require real status changes, payment and later return before investing. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 120 天和 160 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Make no behavioral PMF verdict until both 120 days and 160 qualified visits. Continue only if 12 teams review real evidence, eight complete a human status review, five change an evidence scope or linked decision, three buy the $9 pack, and at least three teams return for another review in a later month. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After at least 120 days and 160 qualified visits, stop if users only perform a one-time age check, fewer than five teams change evidence status, fewer than three return, or fewer than two buy. Do not add a full research repository merely to manufacture retention; record the mature evidence and closure reason. |
| #0012 ActIntake 等待合作方Waiting for a partner |
76 high · tier 2 |
EU AI 部署方、法务与产品负责人The business, engineering or operations owner accountable for ActIntake's target job, outcome and budget. 围绕 ActIntake 的精确问题、替代方案和结果证据进行高意图检索。EU AI Act scope checker / readiness intake |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO 逐场景解释范围与证据请求Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 intake → 经同意的专业服务线索Let the free core workflow produce value first, then test payment intent matched to qualified_lead. 只有可信伙伴接受线索后才做 lead-genDo not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
法规时点、买家和价值成立；自动结论风险要求保持初筛边界。PMF prior 76/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配qualified lead |
证明：Proof: 每 100 合格访问 ≥1 条被伙伴接受的合格线索。Only after at least 30 days and 100 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 200 访问 0 线索或无合规伙伴。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0070 AgentContextLeak 等待主动流量席位Waiting for an active traffic slot |
76 medium-prior · tier 4 |
Agent 平台负责人和安全工程师The business, engineering or operations owner accountable for AgentContextLeak's target job, outcome and budget. AI agent operations 检查跨任务上下文是否泄漏给错误工具High-intent search for AgentContextLeak's exact problem, alternatives and outcome evidence. |
建立“AI agent operations 检查跨任务上下文是否泄漏给错误工具”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在X、GitHub、Dev.to 与 Agent 工程社群发布“旧做法 → AgentContextLeak 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“检查跨任务上下文是否泄漏给错误工具”频率匹配的预付 credits；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to prepaid_api. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
投前 PMF 76/100：Agent 平台与安全工程买家清楚，跨租户/任务/工具泄漏后果高且会重复测试；差异化来自供应商无关的抽象测试矩阵，而非运行时保护。Promptfoo 类红队工具、框架原生隔离和内部 harness 都是强替代，必须用批量需求、API 意向和购买验证。PMF prior 76/100 (medium-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 预充值 API 用量Prepaid API usage |
证明：Proof: 至少运行 60 天并获得 150 个合格访问后，若测试矩阵完成率达到 10%，且出现至少 3 个合格批量请求、API 意向达到 5% 或至少 1 个无关联 credits 购买，则继续投入框架导出与可复核用例格式。Only after at least 60 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到完整观察窗和 300 个合格访问后，若完成率低于 5%、没有批量意向且没有付费，或买家明确只需要实时渗透测试、运行时保护与认证而不是测试设计，则停止主动分发并关闭独立产品，不通过连接生产目标制造使用。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0097 CauseReportBrief 等待主动流量席位Waiting for an active traffic slot |
76 medium-prior · tier 4 |
小型非营利组织、项目、筹款和运营负责人The business, engineering or operations owner accountable for CauseReportBrief's target job, outcome and budget. nonprofit operations 生成资助方报告事实和缺口清单High-intent search for CauseReportBrief's exact problem, alternatives and outcome evidence. |
建立“nonprofit operations 生成资助方报告事实和缺口清单”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在非营利社群、LinkedIn、搜索、邮件与伙伴发布“旧做法 → CauseReportBrief 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“生成资助方报告事实和缺口清单”频率匹配的自愿捐助；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to usage_credits. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 76/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment is 76/100: fragmented reporting creates real deadline and coordination pain, and a five-dollar per-report purchase can fit teams handling only a few reports. Frequency, template substitution, full-platform competition and the need for second-report reuse materially cap the prior; a polished first-session output is not PMF. 收入匹配：Revenue fit: 按任务价值匹配usage credits |
证明：Proof: 至少 120 天和 300 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 120 days and 300 qualified visits, continue only with at least 70 completed mappings, 30 paid report packs, 15 organization-level second-report purchases, a median reported preparation-time reduction of at least 50 percent, and zero fact-generation or privacy incidents. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Do not judge zero traffic or a fresh launch. At the mature 120-day and 300-qualified-visit gate, stop if fewer than 30 packs are paid or fewer than 15 organizations return for a second report, or interviews show free templates and existing grant platforms fully solve the handoff; also stop immediately for repeated requests to invent outcomes, interpret compliance, ingest sensitive records or submit reports. |
| #0064 DealRenewalSignal 等待主动流量席位Waiting for an active traffic slot |
76 medium-prior · tier 4 |
B2B 销售负责人、RevOps 和创始人The business, engineering or operations owner accountable for DealRenewalSignal's target job, outcome and budget. sales operations 整理续约前使用、价值和风险证据High-intent search for DealRenewalSignal's exact problem, alternatives and outcome evidence. |
建立“sales operations 整理续约前使用、价值和风险证据”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、销售社群、搜索与邮件内容发布“旧做法 → DealRenewalSignal 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“整理续约前使用、价值和风险证据”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 76/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment 76/100: renewal evidence has clear economic value and an identifiable small-team buyer, but full CS/CRM platforms dominate. Test only a one-time no-integration pack that separates dated facts, customer-confirmed outcomes, missing proof and assumptions. Stop if buyers need real-time integration or predictive scoring. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Make no behavioral PMF verdict until both 30 days and 150 qualified visits. Continue only if 15 real renewal reviews achieve at least 75% CSV mapping, ten users confirm a meaningful evidence gap, and five buy the $19 pack. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After 300 qualified visits and at least 30 days, stop if completion remains below 5%, fewer than three buy, or most target buyers require real-time CRM/product integration and automated health scoring rather than an independent evidence pack. Record which substitute won; do not expand into a CS platform. |
| #0098 LearnLanguageGap 等待主动流量席位Waiting for an active traffic slot |
76 medium-prior · tier 4 |
培训机构、教师、课程运营和学习负责人The business, engineering or operations owner accountable for LearnLanguageGap's target job, outcome and budget. education administration 检查多语言材料内容是否一致High-intent search for LearnLanguageGap's exact problem, alternatives and outcome evidence. |
建立“education administration 检查多语言材料内容是否一致”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、教师社群、YouTube、小红书与伙伴发布“旧做法 → LearnLanguageGap 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“检查多语言材料内容是否一致”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time_structural_review. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 76/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment is 76/100: multilingual release errors are real and the mechanical token job is clear, but enterprise suites already solve it, a generic diff is free, purchase frequency is episodic and three-dollar economics leave little acquisition budget. The product survives only if completed comparisons reduce real human review time and produce repeat releases or paid packs. 收入匹配：Revenue fit: 按任务价值匹配one time structural review |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Only after at least 30 days and 150 qualified visits, continue if at least 18 real comparisons are completed, there are two paid packs or five qualified paid intents, manually measured critical-token miss rate is below 5 percent, and qualified reviewers report at least 25 percent lower review time. Preserve second-release reuse as a separate proof. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Do not judge a young or zero-traffic launch. At 300 qualified visits after the minimum-age gate, stop active distribution if there is no purchase, completion stays below 6 percent, users only need a free generic diff or machine translation, human review time does not fall by 25 percent, or demand concentrates on semantic, legal, accessibility or education judgments the product cannot safely make. |
| #0065 SecureAssetList 等待主动流量席位Waiting for an active traffic slot |
76 medium-prior · tier 4 |
中小企业老板、兼职 IT 和安全服务商The business, engineering or operations owner accountable for SecureAssetList's target job, outcome and budget. small business cybersecurity 建立设备、软件、数据和服务最小清单High-intent search for SecureAssetList's exact problem, alternatives and outcome evidence. |
建立“small business cybersecurity 建立设备、软件、数据和服务最小清单”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、LinkedIn、本地商家社群与可信 IT 伙伴发布“旧做法 → SecureAssetList 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“建立设备、软件、数据和服务最小清单”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 76/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Launch the narrow manual questionnaire and insurance-prep wedge, not an asset-discovery product. Stop or redirect users to established ITAM/MDM tools if evidence shows they need automatic scanning, authoritative completeness, or ongoing fleet management. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 60 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Do not make a verdict before both 60 days and 150 qualified visits. Continue if at least 30 organizations enter 10 or more real assets, free completion reaches 25%, paid intent reaches 5%, and three unrelated customers pay. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。After the mature sample, stop active distribution if real-data entry is below 12%, paid intent is below 2%, most users choose Snipe-IT or MDM instead, or the dominant request is automatic scanning without a credible recurring budget. |
| #0093 SupportKnowledgeExpiryClock 等待主动流量席位Waiting for an active traffic slot |
76 medium-prior · tier 4 |
小型 SaaS 和电商的支持、成功与产品负责人The business, engineering or operations owner accountable for SupportKnowledgeExpiryClock's target job, outcome and budget. customer support operations 按产品变化给支持知识设置复核触发High-intent search for SupportKnowledgeExpiryClock's exact problem, alternatives and outcome evidence. |
建立“按产品变化给支持知识设置复核触发”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在SaaS 社群、CX 社群、LinkedIn、X 与搜索发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的会员；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to membership. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 预判 76/100：支持知识漂移是重复且有责任人的工作，错误文档会增加工单与信任成本；但 Guru、Intercom、Document360 和帮助中心原生能力替代很强。只保留“跨产品公开发布变化→确定性复核候选”的窄定位，不承诺正确性、自动改写或发布。达到第二次真实发布周期和会员证据前，不把上线或生成队列当作 PMF。PMF prior 76/100 (medium-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少上线 21 天且达到 150 个合格访问后，再要求 20 次有效公开映射、5 个团队在 45 天内处理第二个 release、3 个合格会员意图，并至少 1 个会员跨第二次发布或第二个账期仍保留，才继续研发或分配主动流量席位。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到 300 个合格访问后完成率仍低于 10%，或没有任何第二次 release 复用/会员意图，则停止主动分发；若用户普遍选择 Guru/Intercom/原生 KB 提醒，或有用结果必须依赖私有工单、自动语义判断或直接发布，也关闭产品并公开说明。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0017 AIClause 等待合作方Waiting for a partner |
75 high · tier 2 |
采购、法务与 AI 产品负责人The business, engineering or operations owner accountable for AIClause's target job, outcome and budget. 围绕 AIClause 的精确问题、替代方案和结果证据进行高意图检索。AI contract clause checklist |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO 一条缺失条款的证据请求拆解Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费初筛 → 经同意的合同复核线索Let the free core workflow produce value first, then test payment intent matched to qualified_lead. 伙伴和线索质量成立后再买高意图词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
买家和风险成本强；低频且不能把工具输出包装成法律意见。PMF prior 75/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配qualified lead |
证明：Proof: 每 100 合格访问 ≥1 条被伙伴接受的合格线索。Only after at least 30 days and 100 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 200 访问 0 线索或无可信合同伙伴。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0066 ProductFeatureCost 等待主动流量席位Waiting for an active traffic slot |
75 medium-prior · tier 4 |
产品经理、设计、工程和增长负责人The business, engineering or operations owner accountable for ProductFeatureCost's target job, outcome and budget. product management 估算功能的开发、维护和支持负担High-intent search for ProductFeatureCost's exact problem, alternatives and outcome evidence. |
建立“product management 估算功能的开发、维护和支持负担”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、产品社群、X、搜索与公开构建发布“旧做法 → ProductFeatureCost 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“估算功能的开发、维护和支持负担”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 75/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Launch only the narrow browser-local lifecycle cost-band and calibration worksheet. It must not become a project manager or roadmap score. Continue only if teams return with actuals and can name decisions changed; otherwise strong native substitutes make the standalone product unviable. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 120 天和 200 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Do not make a behavioral verdict before both 120 days and 200 qualified visits. Continue only if 15 teams estimate real features, eight return with matching actual costs, five explicitly change scope, sequence or priority, and three unrelated workspaces pay $15 per month. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the mature sample, stop standalone distribution if users only make one estimate, fewer than eight return actuals, fewer than three teams report a decision change, fewer than two unrelated workspaces pay, or most buyers prefer Jira, Linear or engineering-insight tools; do not expand into project management to hide weak demand. |
| #0068 ProductMetricContract 等待主动流量席位Waiting for an active traffic slot |
75 medium-prior · tier 4 |
产品经理、设计、工程和增长负责人The business, engineering or operations owner accountable for ProductMetricContract's target job, outcome and budget. product management 定义指标分子、分母和不可替代结果High-intent search for ProductMetricContract's exact problem, alternatives and outcome evidence. |
建立“product management 定义指标分子、分母和不可替代结果”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、产品社群、X、搜索与公开构建发布“旧做法 → ProductMetricContract 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“定义指标分子、分母和不可替代结果”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership_subscription. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
投前 PMF 为 75/100：买家和重复审阅场景清晰，错误口径会直接影响发布与经营决策；但替代品强、单纯模板容易被复制。只有跨产品与数据团队反复导入、版本回访并产生付款，才证明独立产品而不是一次性文档。PMF prior 75/100 (medium-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配membership subscription |
证明：Proof: 在 120 天且至少 200 个合格访问后，若获得至少 15 个真实团队使用、8 次产品与数据双角色批准、5 次下游导入、5 个真实口径冲突导致计算或决策改变，并至少 3 个付费会员，则继续投入版本与导出能力。Only after at least 120 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到观察窗和样本门槛后，若用户只把它当模板、下游导入少于 5 次、版本回访少于 4 次、付费少于 2 个，或没有任何团队提出语义层扩展需求，则停止主动分发并关闭独立产品，保留可迁移的合同模块。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0072 ProductSunsetPlan 等待主动流量席位Waiting for an active traffic slot |
75 medium-prior · tier 4 |
产品经理、设计、工程和增长负责人The business, engineering or operations owner accountable for ProductSunsetPlan's target job, outcome and budget. product management 规划功能停止的通知、迁移和数据处理High-intent search for ProductSunsetPlan's exact problem, alternatives and outcome evidence. |
建立“product management 规划功能停止的通知、迁移和数据处理”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、产品社群、X、搜索与公开构建发布“旧做法 → ProductSunsetPlan 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“规划功能停止的通知、迁移和数据处理”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time_workpack. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
投前 PMF 75/100：产品/工程买家明确，错误下线会破坏客户工作流并触发合同、数据与支持成本；但事件低频，模板和项目管理工具足以覆盖许多团队。真实停止日期、跨职能审阅、可行动遗漏与 49 美元购买必须共同验证，不把风险严重性等同于 PMF。PMF prior 75/100 (medium-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time workpack |
证明：Proof: 至少上线 120 天且获得 180 个合格访问后，若 15 个团队为真实待下线功能完成清单、8 个生成跨职能时间线、5 个邀请审阅并报告发现可行动遗漏，且至少 3 个无关联团队购买 49 美元工作包，则继续投入模板和审阅体验。Only after at least 120 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到完整观察窗和样本门槛后，若多数用户只下载免费清单、没有真实停止日期、发现可行动遗漏的团队少于 5 个或真实付费少于 2 次，则停止主动分发并关闭；不得扩展为通知发送、客户数据、合同审查、数据操作或法律合规平台。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0074 ShopBundleMargin 等待主动流量席位Waiting for an active traffic slot |
75 medium-prior · tier 4 |
独立站、电商运营、商品和客服负责人The business, engineering or operations owner accountable for ShopBundleMargin's target job, outcome and budget. ecommerce operations 计算商品组合后的真实贡献毛利High-intent search for ShopBundleMargin's exact problem, alternatives and outcome evidence. |
建立“ecommerce operations 计算商品组合后的真实贡献毛利”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在小红书、TikTok、商家社群、搜索与平台生态发布“旧做法 → ShopBundleMargin 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“计算商品组合后的真实贡献毛利”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership_subscription. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 75/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior is 75/100: merchants have a recurring and economically meaningful pricing decision, and a one-cent error is testable. Buyer clarity is good for small Shopify merchants, but Shopify reports and spreadsheets cover much of the job, distribution is crowded, and a calculator alone has a shallow moat. Launch is justified as a narrow decision wedge, not as an accounting or AOV-growth product. 收入匹配：Revenue fit: 按任务价值匹配membership subscription |
证明：Proof: 至少 60 天和 300 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 60 days, 300 qualified merchant visits and 120 complete calculations, continue only if cent-level regression truth remains 100%, at least 35 merchants report a price, component or publish decision change, 20 save or repeat a review, 12 return after a cost change, and there are either eight real payers or three verified buyers willing to pay at least $19 for a stronger workflow. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Immediately stop distribution on any unexplained one-cent rule error. At the full sample threshold, stop or merge the wedge if fewer than 15 merchants change a decision, 30-day repeat use is below 15%, or there is zero real payment. Never treat zero traffic or a newly launched age as failure, and never claim that AOV proves profit. |
| #0094 SupportIncidentReplyBoundary 等待主动流量席位Waiting for an active traffic slot |
75 medium-prior · tier 4 |
小型 SaaS 和电商的支持、成功与产品负责人The business, engineering or operations owner accountable for SupportIncidentReplyBoundary's target job, outcome and budget. customer support operations 规划事件沟通中已知、未知和禁止承诺的边界High-intent search for SupportIncidentReplyBoundary's exact problem, alternatives and outcome evidence. |
建立“规划事件沟通中已知、未知和禁止承诺的边界”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在SaaS 社群、CX 社群、LinkedIn、X 与搜索发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的一次性工作包；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_preparedness_pack. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 75/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 75/100. Incident communication errors have urgent economic and trust cost and a clear support/success/product buyer, but incident frequency is episodic and free Statuspage templates plus PagerDuty workflows are strong substitutes. The only defensible wedge is a vendor-neutral local hold/ready receipt that separates fact, unknown, scope, cadence and recovery evidence while forcing ETA, cause, security and remedy claims into separate human approval. This is a candidate, not proven PMF. 收入匹配：Revenue fit: 按任务价值匹配one time preparedness pack |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Review only after at least 21 days and 150 qualified visits. Continue if there are at least 20 completed checks, five preparedness-plan uses, three qualified $12 purchase intents, one real purchase, and one buyer confirms use in a tabletop or real incident. Before that, zero traffic or age is not a negative PMF verdict. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop the standalone paid product if completion is below 10%, no real purchase exists, buyers only copy the free Atlassian templates, or requested value depends on live status integrations, automated legal/security claims, AI certainty or autonomous publishing. Adjust the channel instead of closing when qualified use exists but acquisition source is weak. |
| #0092 TrustFormFieldRisk 等待主动流量席位Waiting for an active traffic slot |
75 medium-prior · tier 4 |
独立 SaaS、电商和代理商的产品或隐私负责人The business, engineering or operations owner accountable for TrustFormFieldRisk's target job, outcome and budget. website privacy operations 按必要性和敏感性复核公开表单字段High-intent search for TrustFormFieldRisk's exact problem, alternatives and outcome evidence. |
建立“按必要性和敏感性复核公开表单字段”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、LinkedIn、小红书与独立开发者社群发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的一次性工作包；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_decision_register. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 75/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 75/100: field minimization is a real product/privacy decision before collection and the narrow workflow is safely testable. However, reviews are occasional, search demand is likely small, and secure form builders, scanners, spreadsheets and advisers are strong substitutes. The $7 pack survives only if real multi-field reviews and paid decision evidence appear—not because guidance exists. 收入匹配：Revenue fit: 按任务价值匹配one time decision register |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 150 qualified visits, continue active distribution only if at least 12% complete a multi-field review, at least five users review a real public form rather than a demo, and either qualified paid intent reaches 3% or at least one genuine $7 purchase occurs. Below either time or visit threshold, do not declare failure. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At or after 300 qualified visits, pause active distribution if completion is below 5% with no genuine purchase or qualified paid intent, or users consistently prefer built-in form-builder controls and do not value a separate pre-collection decision record. Close immediately if the tool cannot preserve unknown states, prevent submission data entry or keep legal decisions human-owned. |
| #0077 DeskLoanerTrack 等待主动流量席位Waiting for an active traffic slot |
74 medium-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskLoanerTrack's target job, outcome and budget. IT helpdesk operations 记录借用设备、归还和擦除High-intent search for DeskLoanerTrack's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 记录借用设备、归还和擦除”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskLoanerTrack 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“记录借用设备、归还和擦除”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership_subscription. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 74/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 74/100: buyer and loss-avoidance value are clear, but established ITAM and MDM suites already own checkout and device actions. The experiment earns a slot only as a deliberately narrow evidence bridge between physical return, endpoint response, independent erase verification and reissue approval. 收入匹配：Revenue fit: 按任务价值匹配membership subscription |
证明：Proof: 至少 120 天和 200 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 120 days and 200 qualified visits, continue only if 12 organizations complete a real return-to-ready chain, 6 repeat within 30 days, 3 express willingness to pay for erase evidence or multi-client review, and 2 independently verify that the workflow prevented premature reissue. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the full sample threshold, stop or reposition if use is limited to free checkout tracking, fewer than 3 organizations review erase evidence, fewer than 2 pay, or target buyers consistently complete the job inside existing ITAM/MDM tools. Never stop because the launch is young or traffic is zero. |
| #0076 GreenTrainingProof 等待主动流量席位Waiting for an active traffic slot |
74 medium-prior · tier 4 |
中小企业运营、设施、环境和采购负责人The business, engineering or operations owner accountable for GreenTrainingProof's target job, outcome and budget. small business environmental compliance 记录环境和废弃物培训完成High-intent search for GreenTrainingProof's exact problem, alternatives and outcome evidence. |
建立“small business environmental compliance 记录环境和废弃物培训完成”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在行业搜索、LinkedIn、环境社群与专业伙伴发布“旧做法 → GreenTrainingProof 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“记录环境和废弃物培训完成”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership_subscription. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 74/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior is 74/100, not PMF. Training changes, personnel turnover and review dates make the record job recurring and economically meaningful for a clear EHS/operations owner. Yet spreadsheets are free, LMS/EHS suites already solve more of the workflow, state and program differences create maintenance burden, and $5 supports only a narrow metadata layer. Launch is justified as an alias-only evidence-gap register with user-entered dates, never as applicability, competence or compliance certification. 收入匹配：Revenue fit: 按任务价值匹配membership subscription |
证明：Proof: 至少 60 天和 120 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 60 days and 120 qualified visits, continue only if 25 organizations enter real alias-only personnel records, 30-day organization retention reaches 25%, concrete paid intent reaches 5%, and three organizations maintain paid subscriptions for two consecutive months. Privacy-pattern regression accuracy must remain 100%, and no customer may rely on the tool to infer applicability or competence. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the mature sample, stop the standalone product and retain only the free template if real-record entry is below 10%, most qualified buyers already use an LMS/EHS, reminder activation is below 15%, or fewer than two subscriptions exist. Pause immediately for personal-data leakage or compliance-certification confusion. Zero traffic and young age are not failure evidence. |
| #0078 ProductExperimentClock 等待主动流量席位Waiting for an active traffic slot |
74 medium-prior · tier 4 |
产品经理、设计、工程和增长负责人The business, engineering or operations owner accountable for ProductExperimentClock's target job, outcome and budget. product management 冻结实验最短时间与样本门槛High-intent search for ProductExperimentClock's exact problem, alternatives and outcome evidence. |
建立“product management 冻结实验最短时间与样本门槛”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、产品社群、X、搜索与公开构建发布“旧做法 → ProductExperimentClock 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“冻结实验最短时间与样本门槛”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 74/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 74/100: teams running repeated experiments face real early-stop and after-the-fact rule-change risk, while free calculators and full platforms commoditize the arithmetic. Advance only as a narrow preregistration ledger that keeps fixed-horizon and external-engine rules separate and proves repeated end-to-end experiment use. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 120 天和 300 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 120 days and 300 qualified visits, continue only if 30 teams create real preregistrations, 15 return to record readouts, 8 use it across three experiments, 3 pay, and at least 5 documented cases show the frozen rule prevented early stopping or exposed a rule change. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the mature sample threshold, stop if visitors use only the free calculator, fewer than 10 readouts are recorded, fewer than 5 teams repeat across three experiments, or fewer than 2 pay. Do not stop for young age or zero traffic, and do not rescue it by inventing unsupported statistical guarantees. |
| #0079 ProductInterviewProof 等待主动流量席位Waiting for an active traffic slot |
74 medium-prior · tier 4 |
产品经理、设计、工程和增长负责人The business, engineering or operations owner accountable for ProductInterviewProof's target job, outcome and budget. product management 把访谈事实与解释和承诺分开High-intent search for ProductInterviewProof's exact problem, alternatives and outcome evidence. |
建立“product management 把访谈事实与解释和承诺分开”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、产品社群、X、搜索与公开构建发布“旧做法 → ProductInterviewProof 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“把访谈事实与解释和承诺分开”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 74/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 74/100: mixing participant statements, behavior, observations, promises and researcher interpretation is a recurring decision risk, but mature research platforms and general AI are strong substitutes. Advance only as a privacy-first, transparent human-correction wedge; survival requires repeat interviews and changed decisions, not demo classifications. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 90 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 90 days and 180 qualified visits, continue only if 20 users process real redacted interviews, 10 return with a second interview within 30 days, 6 teams correct suggestions, 4 confirm a changed requirement judgment, and at least 3 maintain paid subscriptions. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the mature threshold, stop if inputs are mainly fictional, fewer than 5 users return, buyers only want generic summaries without source traceability, or fewer than 2 pay. Never stop for young age or zero traffic, and do not expand into recording, recruitment or a full research repository to rescue weak demand. |
| #0067 ProductLaunchGate 等待主动流量席位Waiting for an active traffic slot |
74 medium-prior · tier 4 |
产品经理、设计、工程和增长负责人The business, engineering or operations owner accountable for ProductLaunchGate's target job, outcome and budget. product management 检查功能发布前价值、风险和观测项High-intent search for ProductLaunchGate's exact problem, alternatives and outcome evidence. |
建立“product management 检查功能发布前价值、风险和观测项”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在LinkedIn、产品社群、X、搜索与公开构建发布“旧做法 → ProductLaunchGate 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“检查功能发布前价值、风险和观测项”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 74/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Launch only the browser-local pre-release contract and explicit contradiction check. It cannot call a release ready, deploy, monitor or approve. The product survives only if cross-functional review discovers gaps that actually delay or change launches and produces unrelated paid packs. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 90 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。Do not judge before both 90 days and 180 qualified visits. Continue only if 20 teams use real pending releases, ten invite cross-functional review, six delay or change a launch because of a discovered gate gap, and four unrelated buyers purchase the $12 pack. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the mature sample, stop standalone distribution if users only download a checklist, fewer than four teams report an actual go/no-go change, fewer than two unrelated buyers pay, or most users require native feature flags and monitoring. Do not expand into deployment or observability to manufacture retention. |
| #0018 PromptInjectMap 主动实验Active experiment |
74 high · tier 1 |
Agent 构建者、安全工程与工具供应商The business, engineering or operations owner accountable for PromptInjectMap's target job, outcome and budget. 围绕 PromptInjectMap 的精确问题、替代方案和结果证据进行高意图检索。prompt injection attack path mapper |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + VSO 每周两张从不可信内容到高权限动作的路径卡Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费地图 → $20/月定向赞助Let the free core workflow produce value first, then test payment intent matched to sponsorship. 受众与赞助询问出现后才放大安全关键词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
问题强且当前分发面存在；安全内容竞争拥挤，赞助不能先于受众。PMF prior 74/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 赞助Sponsorship |
证明：Proof: 200 合格访问完成率 ≥10%，2 个赞助询问或 1 个赞助。Only after at least 21 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 500 定向访问无赞助意向，或内容互动连续低于组合中位数一半。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0069 SecureMFAProof 等待主动流量席位Waiting for an active traffic slot |
74 medium-prior · tier 4 |
中小企业老板、兼职 IT 和安全服务商The business, engineering or operations owner accountable for SecureMFAProof's target job, outcome and budget. small business cybersecurity 检查关键账户是否启用 MFA 及例外High-intent search for SecureMFAProof's exact problem, alternatives and outcome evidence. |
建立“small business cybersecurity 检查关键账户是否启用 MFA 及例外”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、LinkedIn、本地商家社群与可信 IT 伙伴发布“旧做法 → SecureMFAProof 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“检查关键账户是否启用 MFA 及例外”频率匹配的经同意的合格线索；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time_evidence_pack. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
投前 PMF 74/100：小企业老板、兼职 IT 与 MSP 的买家清楚，关键服务 MFA 缺口后果高；但审查频率有限，身份平台原生报告更权威，独立工具差异化弱。只有跨服务真实清单、后续复核、已验证控制变更和无关联付费共同出现，才支持继续。PMF prior 74/100 (medium-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配one time evidence pack |
证明：Proof: 在 120 天且至少 180 个合格访问后，若至少 15 家组织创建真实跨服务台账、8 家在后续周期回来复核、5 位业主或 MSP 因发现的缺口完成并验证控制变更，且至少 3 个无关联买家购买 9 美元证据包，则继续投入导入与复核体验。Only after at least 120 days and 180 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到完整观察窗且至少 360 个合格访问后，若真实台账少于 5 个、后续复核少于 3 次、已验证控制变更少于 2 次或无关联付费少于 2 单，则停止主动分发并关闭独立产品；不得通过高权限 OAuth、账号扫描或自动修复制造使用量。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0075 ShopPromoStack 等待主动流量席位Waiting for an active traffic slot |
74 medium-prior · tier 4 |
独立站、电商运营、商品和客服负责人The business, engineering or operations owner accountable for ShopPromoStack's target job, outcome and budget. ecommerce operations 模拟折扣叠加对毛利和订单的影响High-intent search for ShopPromoStack's exact problem, alternatives and outcome evidence. |
建立“ecommerce operations 模拟折扣叠加对毛利和订单的影响”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在小红书、TikTok、商家社群、搜索与平台生态发布“旧做法 → ShopPromoStack 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“模拟折扣叠加对毛利和订单的影响”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership_subscription. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 74/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior is 74/100, not PMF. A stacked promotion can create a measurable and costly margin mistake for a clear Shopify operator, and exact-intent seasonal search is reachable. But use clusters around campaigns, Shopify plus its app ecosystem are strong substitutes, custom Function and eligibility behavior cannot be emulated safely, and a $5 subscription has weak defensibility. Launch is justified only for the narrow supported arithmetic and merchant checkout reconciliation; sales prediction and campaign execution are excluded. 收入匹配：Revenue fit: 按任务价值匹配membership subscription |
证明：Proof: 至少 60 天和 300 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 60 days, 300 qualified merchant visits and 100 complete simulations, continue only if supported arithmetic regression accuracy remains 100%, at least 30 merchants confirm a real margin risk, 20 save or review a second promotion, 14-day repeat use reaches 25%, and there are either eight real $5 payers or three verified buyers willing to pay at least $19 for a deeper workflow. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Pause distribution if any current official rule change cannot be corrected within seven days or any supported truth case differs by one cent. At the sample gate, stop or merge if fewer than ten of 100 simulations change a confirmed decision, or 300 qualified visits produce no repeat use and no real payment. Zero traffic and young age are never failure evidence, and unsupported sales-growth predictions cannot be used to keep the product alive. |
| #0095 BillingRefundEvidenceIndex 等待主动流量席位Waiting for an active traffic slot |
73 medium-prior · tier 4 |
小型订阅业务的运营、支持和财务负责人The business, engineering or operations owner accountable for BillingRefundEvidenceIndex's target job, outcome and budget. subscription billing operations 把退款承诺、请求、批准和到账证明连成索引High-intent search for BillingRefundEvidenceIndex's exact problem, alternatives and outcome evidence. |
建立“把退款承诺、请求、批准和到账证明连成索引”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、SaaS 社群、LinkedIn 与 Stripe 生态内容发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的会员；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to membership. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 73/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF pre-judgment 73/100. The recurring support handoff is real, but differentiation and defensibility are weak because processor and returns platforms own most evidence. Test only the cross-system promise-to-approval-to-processor-to-customer-visible timeline; do not expand into refund execution, RMA, accounting reconciliation, bank guarantees or chargeback advice. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 150 qualified merchant visits, continue only if at least 10% complete a real refund timeline, at least 20% of completers return for a second case, and there is one real membership or qualified paid intent of at least 3%. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified merchant visits, stop if completion is below 5%, repeat use below 10% and there is no payment or qualified intent, or if merchants resolve every case inside their processor or returns platform. Stop immediately if value requires credentials, refund execution or bank-arrival guarantees. |
| #0071 DeskAssetDispose 等待主动流量席位Waiting for an active traffic slot |
73 medium-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskAssetDispose's target job, outcome and budget. IT helpdesk operations 规划设备擦除、处置和证明High-intent search for DeskAssetDispose's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 规划设备擦除、处置和证明”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskAssetDispose 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“规划设备擦除、处置和证明”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership_subscription. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
投前 PMF 73/100，低于目录 77：买家与高风险任务明确，但单个小企业批次低频，真实可信度来自执行工具、独立验证和 ITAD 提供方，而不是网页状态。只有原始证据回填、缺件关闭、第二批次复用和付费同时出现，才证明独立会员价值。PMF prior 73/100 (medium-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配membership subscription |
证明：Proof: 至少上线 150 天且获得 200 个合格访问后，若 12 个组织建立真实批次、8 个回填执行来源证据、5 个发现并关闭缺件或缺证、3 个无关联买家付费，且至少 2 家 MSP 在第二批次复用，则继续投入供应商协作与证据索引。Only after at least 150 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到完整时间与样本门槛后，若用户只生成计划或 PDF、不回填原始擦除与交接证据，重复批次少于 4 家或真实付费少于 2 家，或 ITAD 服务商门户已无摩擦覆盖全流程，则停止分发并关闭；不得以自我声明或本站报告冒充认证。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0073 DeskVendorEscalate 等待主动流量席位Waiting for an active traffic slot |
73 medium-prior · tier 4 |
IT 服务台、内部 IT 和 MSP 负责人The business, engineering or operations owner accountable for DeskVendorEscalate's target job, outcome and budget. IT helpdesk operations 整理升级给供应商的最小证据High-intent search for DeskVendorEscalate's exact problem, alternatives and outcome evidence. |
建立“IT helpdesk operations 整理升级给供应商的最小证据”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在IT 社群、LinkedIn、搜索、Reddit 与 MSP 伙伴发布“旧做法 → DeskVendorEscalate 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“整理升级给供应商的最小证据”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership_subscription. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
投前 PMF 73/100：IT 服务台与 MSP 买家清楚，一次少来回可能节省数小时；但升级任务间歇、官方入口和 ITSM 模板替代强，供应商规则维护负担高。必须观察案例号回填、60 天复用、首次回复不补基础信息和 MSP 付费，而非只看模板下载。PMF prior 73/100 (medium-prior). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配membership subscription |
证明：Proof: 至少上线 120 天且获得 200 个合格访问后，若 15 个团队完成真实证据包、8 个回填供应商案例号、5 个在 60 天内重复使用、3 个 MSP 真实付费，并记录至少 5 例首次回复无需补基础信息，则继续维护高频供应商包。Only after at least 120 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 达到完整时间与样本门槛后，若用户只复制免费模板、案例号回填少于 5 次、重复使用少于 4 家、真实付费少于 2 家，或官方入口已无摩擦收集全部证据，则停止分发并关闭；不得接管供应商账号或保存高敏日志来制造黏性。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0019 HumanGate 队列中Queued |
73 high · tier 2 |
产品、安全与运营负责人The business, engineering or operations owner accountable for HumanGate's target job, outcome and budget. 围绕 HumanGate 的精确问题、替代方案和结果证据进行高意图检索。human approval matrix for AI agents |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + VSO 允许/单批/双批动作边界案例Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费矩阵 → $4 团队决策包Let the free core workflow produce value first, then test payment intent matched to one_time. 自然购买出现后测试高影响动作词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
高影响动作痛点清楚；价值在团队共识，不在长期订阅。PMF prior 73/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 150 合格访问完成率 ≥10%，1 次购买或 ≥3% 意向。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 300 访问 0 购买且意向 <1%。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0013 MCPPermit 等待重叠问题处理Waiting for overlap review |
73 high · tier 2 |
MCP/Agent 安全与平台团队The business, engineering or operations owner accountable for MCPPermit's target job, outcome and budget. 围绕 MCPPermit 的精确问题、替代方案和结果证据进行高意图检索。MCP permission security checklist |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + VSO 最小权限 diff 与失败案例Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费检查 → $15/月 reviewed sponsorLet the free core workflow produce value first, then test payment intent matched to sponsorship. 与 PromptInjectMap 区分后才测试付费搜索Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
买家和风险成立；必须证明权限策略而非攻击路径的独立意图。PMF prior 73/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 赞助Sponsorship |
证明：Proof: 200 合格访问完成率 ≥10%，并出现 2 个独立权限工作流需求。Only after at least 21 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 与 PromptInjectMap 重叠访问 >70% 且无独立意向。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0080 SecurePatchClock 等待主动流量席位Waiting for an active traffic slot |
73 medium-prior · tier 4 |
中小企业老板、兼职 IT 和安全服务商The business, engineering or operations owner accountable for SecurePatchClock's target job, outcome and budget. small business cybersecurity 追踪关键软件更新和延迟原因High-intent search for SecurePatchClock's exact problem, alternatives and outcome evidence. |
建立“small business cybersecurity 追踪关键软件更新和延迟原因”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、LinkedIn、本地商家社群与可信 IT 伙伴发布“旧做法 → SecurePatchClock 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“追踪关键软件更新和延迟原因”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 73/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior 73/100: unpatched exposure and approved-delay accountability have high stakes, but differentiation is only a small exception register that cannot know asset state. Advance as a weak, low-price complement; stop if incumbent RMM fields are sufficient or buyers require scanning and deployment. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 至少 60 天和 120 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 60 days and 120 qualified visits, continue only if 20 organizations register real exceptions, at least 10 close on time, paid intent reaches 6%, and 3 maintain paid subscriptions for two consecutive months. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At the mature threshold, stop if users mainly require automatic scanning or deployment, fewer than 10 real exceptions are registered, paid intent is below 2%, or target RMM products already provide sufficient approval evidence. Never stop because the launch is young or traffic is zero. |
| #0004 RetentionLens 队列中Queued |
72 high · tier 2 |
隐私、安全、法务与架构负责人The business, engineering or operations owner accountable for RetentionLens's target job, outcome and budget. 围绕 RetentionLens 的精确问题、替代方案和结果证据进行高意图检索。AI data retention checker |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO 留存误区和删除路径拆解Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费检查 → $1 数据处理证据包Let the free core workflow produce value first, then test payment intent matched to one_time. 自然购买出现后测试供应商+retention 组合词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
买家和风险成立，但信息必须持续维护且官方文档免费替代强。PMF prior 72/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 200 合格访问完成率 ≥10%，1 次购买或 ≥3% 意向。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 400 访问 0 购买且意向 <1%。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0081 SecureDataMin 等待主动流量席位Waiting for an active traffic slot |
72 medium-prior · tier 4 |
中小企业老板、兼职 IT 和安全服务商The business, engineering or operations owner accountable for SecureDataMin's target job, outcome and budget. small business cybersecurity 找出不再需要但仍保存的敏感数据High-intent search for SecureDataMin's exact problem, alternatives and outcome evidence. |
建立“small business cybersecurity 找出不再需要但仍保存的敏感数据”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、LinkedIn、本地商家社群与可信 IT 伙伴发布“旧做法 → SecureDataMin 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“找出不再需要但仍保存的敏感数据”频率匹配的会员；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to membership subscription. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 72/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment 72/100: reducing unnecessary sensitive data has a clear loss-reduction story and named privacy/data owners, but the browser-local register cannot discover dark data or execute disposal. The viable wedge is a small, human-reviewed decision sprint for teams not ready for a platform; PMF remains unproven until repeat reviews, intent and retained subscriptions cross the preset floor. 收入匹配：Revenue fit: 按任务价值匹配membership subscription |
证明：Proof: 至少 90 天和 180 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 90 days and 180 qualified visits, continue or grant a traffic slot only if 25 organizations review real redacted areas, at least 20% return for a second review, paid intent reaches 6%, and three subscriptions remain active for two consecutive months. Before both time and sample floors, zero activity is inconclusive. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Only after both 90 days and 180 qualified visits, stop active distribution if fewer than 12 organizations finish a register, paid intent is below 2%, users primarily demand automatic discovery/deletion, or policy maintenance costs more than the review saves. Never close solely because launch traffic is zero or young. |
| #0020 TraceGap 队列中Queued |
72 high · tier 2 |
可观测与 Agent 平台团队The business, engineering or operations owner accountable for TraceGap's target job, outcome and budget. 围绕 TraceGap 的精确问题、替代方案和结果证据进行高意图检索。AI agent trace completeness OpenTelemetry |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + developer search 无法复盘的 trace makeoverEach organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费检查 → $5 预付 API creditsLet the free core workflow produce value first, then test payment intent matched to prepaid_api. 出现 API 请求后测试 developer searchDo not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
标准和高频工作流成立；免费 SDK/平台是强替代。PMF prior 72/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 预充值 API 用量Prepaid API usage |
证明：Proof: 200 合格访问中 ≥5% API 意向或 1 个 credit 包。Only after at least 21 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 400 访问 0 API 意向。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0045 CloudBreakGlass 等待主动流量席位Waiting for an active traffic slot |
71 medium-prior · tier 4 |
云平台、安全、身份与基础设施负责人The business, engineering or operations owner accountable for CloudBreakGlass's target job, outcome and budget. cloud security 验证紧急账号的访问、监控和复位流程High-intent search for CloudBreakGlass's exact problem, alternatives and outcome evidence. |
建立“cloud security 验证紧急账号的访问、监控和复位流程”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在GitHub、X、安全社群、LinkedIn 与搜索发布“旧做法 → CloudBreakGlass 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“验证紧急账号的访问、监控和复位流程”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 71/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Advance as a cross-platform drill-evidence workpaper, not an identity product. Quarterly validation creates repeat exposure and the buyer/risk are clear, but no form can verify privilege or custody, so one-time per-drill pricing and strict no-secret boundaries are appropriate. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 28 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 28 days and 150 qualified visits, continue if at least 8% complete a real emergency-access preflight and there is one genuine $19 purchase or qualified paid intent from at least 3%; prioritize if buyers describe a recurring quarterly control-review or audit/customer-evidence workflow. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Do not judge on launch age or zero traffic. At 300 qualified visits after the minimum window, pause if fewer than 4% complete a real preflight and there are no genuine purchases or credible IAM/MSP interviews; also pause for requests to store secrets, perform unapproved sign-ins or certify access without provider/drill evidence. |
| #0011 PrivateRoute 等待联盟环境Waiting for affiliate access |
71 high · tier 2 |
隐私与 AI 架构负责人The business, engineering or operations owner accountable for PrivateRoute's target job, outcome and budget. 围绕 PrivateRoute 的精确问题、替代方案和结果证据进行高意图检索。private AI data route / private inference options |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO 真实数据路径图和边界条件Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费路线图 → 透明联盟出站Let the free core workflow produce value first, then test payment intent matched to affiliate. 有正式联盟且出站意向成立后才买比较词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
搜索面存在，但买家路径长且推荐内容维护重。PMF prior 71/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 联盟分成Affiliate commission |
证明：Proof: 300 合格访问官方/联盟出站 ≥8%，并建立正式合作。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 600 访问出站 <3% 或长期无合规联盟。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0021 ShadowAI 等待合作方Waiting for a partner |
71 high · tier 2 |
CISO、IT 与治理负责人The business, engineering or operations owner accountable for ShadowAI's target job, outcome and budget. 围绕 ShadowAI 的精确问题、替代方案和结果证据进行高意图检索。shadow AI inventory and risk triage |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + LinkedIn search 匿名资产排序场景Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费初筛 → 经同意的治理线索Let the free core workflow produce value first, then test payment intent matched to qualified_lead. 伙伴接受线索后再投企业治理词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
风险与买家清楚；资产发现交付重，工具只是入口。PMF prior 71/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配qualified lead |
证明：Proof: 每 100 合格访问 ≥1 条被接受线索。Only after at least 30 days and 100 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 200 访问 0 线索或无伙伴。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0022 ModelLicense 队列中Queued |
70 high · tier 2 |
法务、ML 平台与模型采用负责人The business, engineering or operations owner accountable for ModelLicense's target job, outcome and budget. 围绕 ModelLicense 的精确问题、替代方案和结果证据进行高意图检索。open model license checklist |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + developer search 模型卡/许可证/权重来源证据缺口Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费检查 → $3 证据请求包Let the free core workflow produce value first, then test payment intent matched to one_time. 自然购买后测试 model+commercial use 词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
商业使用前置需求真实；必须避免自动法律判断。PMF prior 70/100 (high). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 150 合格访问完成率 ≥10%，1 次购买或 ≥3% 意向。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 300 访问 0 购买且意向 <1%。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0096 TrustPixelPurposeReceipt 等待主动流量席位Waiting for an active traffic slot |
70 medium-prior · tier 4 |
独立 SaaS、电商和代理商的产品或隐私负责人The business, engineering or operations owner accountable for TrustPixelPurposeReceipt's target job, outcome and budget. website privacy operations 把营销像素逐项连接到目的、负责人和页面披露High-intent search for TrustPixelPurposeReceipt's exact problem, alternatives and outcome evidence. |
建立“把营销像素逐项连接到目的、负责人和页面披露”精确问题页、示例、FAQ、术语与原始来源；同时规划 SEO、VSO、GEO 及适用时的 ASO/LBS，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在Google/Bing 搜索、LinkedIn、小红书与独立开发者社群发布一个“旧记录 → 可复核决定”的真实场景；每次只讲一个错误、一个证据和一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
先交付完整免费结果，再呈现与使用频率匹配的会员；只记录 qualified visit → use → intent → paid。Let the free core workflow produce value first, then test payment intent matched to one_time_accountability_register. 预先写 exact-intent 词、否定词、落地页和 $5/日止损；自然使用或付费意向出现且取得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 70/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。PMF prior remains 70/100: buyer and risk are clear, but usage frequency, distribution and differentiation are weak. Launch only the low-cost accountability handoff after an existing scanner or tag-manager export. Do not expand into crawling, CMP enforcement, monitoring, enterprise governance or legal certification unless paid behavior independently proves that demand. 收入匹配：Revenue fit: 按任务价值匹配one time accountability register |
证明：Proof: 至少 30 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 30 days and 150 qualified visits from people who already hold a tag-manager or scanner inventory, continue only if at least 10% complete a purpose-owner receipt and there is one real purchase or qualified paid intent of at least 3%; separately record the existing scanner/export and whether a repeat review or change diff occurs. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop if fewer than 5% complete the receipt with no purchase or qualified paid intent, or if interviews and usage show buyers only want automatic scanning, consent enforcement, enterprise governance or legal certification already supplied by stronger products. |
| #0044 CloudBackupReach 等待主动流量席位Waiting for an active traffic slot |
69 medium-prior · tier 4 |
云平台、安全、身份与基础设施负责人The business, engineering or operations owner accountable for CloudBackupReach's target job, outcome and budget. cloud security 检查备份是否与生产故障域隔离High-intent search for CloudBackupReach's exact problem, alternatives and outcome evidence. |
建立“cloud security 检查备份是否与生产故障域隔离”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在GitHub、X、安全社群、LinkedIn 与搜索发布“旧做法 → CloudBackupReach 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“检查备份是否与生产故障域隔离”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 69/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Advance as a narrow one-scope recovery-evidence preflight. The buyer and downside are clear, yet usage is periodic and no questionnaire can prove recoverability. Price and claims therefore stay below audit/consulting positioning and require independent restore evidence. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 28 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 28 days and 150 qualified visits, continue if at least 8% complete a real recovery-scope preflight and there is one genuine $19 purchase or qualified paid intent from at least 3%; prioritize if buyers name a recurring quarterly review, insurer, customer or audit evidence workflow. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Do not judge on launch age or zero traffic. At 300 qualified visits after the minimum window, pause if fewer than 4% complete a real preflight and there are no genuine purchases or credible buyer interviews; also pause if buyers need provider execution/certification rather than an evidence workpaper or support liability exceeds the one-time price. |
| #0023 IncidentBrief 队列中Queued |
69 medium · tier 2 |
AI 风险、事件与运营负责人The business, engineering or operations owner accountable for IncidentBrief's target job, outcome and budget. 围绕 IncidentBrief 的精确问题、替代方案和结果证据进行高意图检索。AI incident report template |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO 匿名事件时间线：先冻结事实再谈根因Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费模板 → $3 响应证据包Let the free core workflow produce value first, then test payment intent matched to one_time. 自然购买后测试高意图模板词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
时效与价值强；平时频率低，不适合会员。PMF prior 69/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 120 合格访问完成率 ≥8%，1 次购买或 2 个专业询问。Only after at least 30 days and 120 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 240 访问 0 意向，合并进治理包。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0003 AIMark 主动实验Active experiment |
68 medium · tier 1 |
内容、产品与合规运营The business, engineering or operations owner accountable for AIMark's target job, outcome and budget. 围绕 AIMark 的精确问题、替代方案和结果证据进行高意图检索。AI content disclosure label EU China |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。VSO + SEO + GEO 小红书中文场景、标签正反例Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费生成 → $1 双语证据包Let the free core workflow produce value first, then test payment intent matched to one_time. 中文复制/保存和购买出现后再测付费社交Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
当前法规时点和中文分发成立；必须避免把模板说成法律结论。PMF prior 68/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 150 合格访问完成率 ≥12%，1 次购买或 ≥3% 意向。Only after at least 14 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 300 访问 0 购买且意向 <1%。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0042 APIFallbackRoute 等待主动流量席位Waiting for an active traffic slot |
68 medium-prior · tier 4 |
API 平台、集成工程与 SRE 负责人The business, engineering or operations owner accountable for APIFallbackRoute's target job, outcome and budget. API reliability 规划多供应商切换的状态和数据一致性High-intent search for APIFallbackRoute's exact problem, alternatives and outcome evidence. |
建立“API reliability 规划多供应商切换的状态和数据一致性”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在GitHub、Dev.to、SRE 社群、X 与搜索发布“旧做法 → APIFallbackRoute 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“规划多供应商切换的状态和数据一致性”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 68/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Advance only as a narrow architecture preflight, not an automated failover product. Downtime and duplicate-write consequences create economic value, but the task is episodic, production evidence is indispensable and vendor-native guidance limits differentiation. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 28 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 28 days and 150 qualified visits, continue if at least 8% complete a real route preflight and there is one genuine $19 purchase or qualified paid intent from at least 3%; favor interviews that identify a repeatable architecture-review or incident-readiness workflow. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Do not judge on launch age or zero traffic. At 300 qualified visits after the minimum window, pause standalone distribution if fewer than 4% complete a real preflight and there are no genuine purchases or credible buyer interviews; also pause for unsafe automation expectations, sensitive-input pressure or support cost beyond the one-time price. |
| #0009 SchemaMeter 队列中Queued |
68 medium · tier 2 |
Agent/工具平台工程师The business, engineering or operations owner accountable for SchemaMeter's target job, outcome and budget. 围绕 SchemaMeter 的精确问题、替代方案和结果证据进行高意图检索。tool schema token cost calculator |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + developer search schema 压缩前后对比Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费分析 → $3/100 API creditsLet the free core workflow produce value first, then test payment intent matched to prepaid_api. 出现批量 API 意向后测试 developer searchDo not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
成本工作流高频；供应商计费工具和本地脚本替代强。PMF prior 68/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 预充值 API 用量Prepaid API usage |
证明：Proof: 200 合格访问 ≥5% API 意向或 1 个 credit 包。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 400 访问 0 API 意向。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0082 AgentMemoryScope 等待主动流量席位Waiting for an active traffic slot |
67 medium-prior · tier 4 |
Agent 平台负责人和安全工程师The business, engineering or operations owner accountable for AgentMemoryScope's target job, outcome and budget. AI agent operations 划定短期记忆与持久记忆的写入边界High-intent search for AgentMemoryScope's exact problem, alternatives and outcome evidence. |
建立“AI agent operations 划定短期记忆与持久记忆的写入边界”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在X、GitHub、Dev.to 与 Agent 工程社群发布“旧做法 → AgentMemoryScope 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“划定短期记忆与持久记忆的写入边界”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one-time review pack. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 67/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Pre-judgment 67/100: teams need to decide whose memory is stored, who may read or write it and how deletion is tested, but the task is often one design review and frameworks already provide the runtime primitives. The independent wedge is a vendor-neutral, content-free contract and evidence queue; willingness to pay is weak, so one-time $5 pricing is more credible than membership and PMF remains unproven. 收入匹配：Revenue fit: 按任务价值匹配one-time review pack |
证明：Proof: 至少 60 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 60 days and 150 qualified visits, continue or award active traffic only if 20 teams complete real redacted contracts, eight use the artifact in an actual design review, paid intent reaches 5%, and five independent teams buy. Before both floors, zero traffic or zero sales is inconclusive. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Only after both 60 days and 150 qualified visits, stop active distribution if fewer than ten teams complete a contract, paid intent is below 2%, buyers only need framework documentation, or no team uses the artifact in a real review. Do not add hosting or enforcement to rescue a weak planning product. |
| #0039 AgentToolBlast 等待主动流量席位Waiting for an active traffic slot |
67 medium-prior · tier 4 |
Agent 平台负责人和安全工程师The business, engineering or operations owner accountable for AgentToolBlast's target job, outcome and budget. AI agent operations 估算一次工具授权的最大影响半径High-intent search for AgentToolBlast's exact problem, alternatives and outcome evidence. |
建立“AI agent operations 估算一次工具授权的最大影响半径”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在X、GitHub、Dev.to 与 Agent 工程社群发布“旧做法 → AgentToolBlast 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“估算一次工具授权的最大影响半径”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 67/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。67/100 test, not PMF: real and consequential buyer problem with reachable developer channels, but low differentiation and strong free/platform substitutes. Continue only after 21 days and 150 qualified visits if completion reaches 10% and at least one genuine $11 purchase or paid intent reaches 3%; otherwise stop at the preset sample gate. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 21 days and 150 qualified visits, continue only if at least 10% complete a real tool review and there is one genuine $11 purchase, or paid intent reaches at least 3% with concrete review-pack demand. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop standalone distribution if completion is below 5%, there is no genuine purchase or qualified paid intent, users consistently prefer the free MCP scanner/platform controls, or support cost exceeds the $11 ceiling. |
| #0043 CashInvoiceMatch 等待主动流量席位Waiting for an active traffic slot |
67 medium-prior · tier 4 |
小企业主、财务、会计和运营负责人The business, engineering or operations owner accountable for CashInvoiceMatch's target job, outcome and budget. small business finance 匹配发票、付款和银行记录High-intent search for CashInvoiceMatch's exact problem, alternatives and outcome evidence. |
建立“small business finance 匹配发票、付款和银行记录”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、会计社群、LinkedIn、小红书与伙伴发布“旧做法 → CashInvoiceMatch 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“匹配发票、付款和银行记录”频率匹配的预付 credits；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to prepaid_api. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 67/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Advance as a constrained cross-system CSV experiment, not an accounting platform. Monthly close frequency and a clear bookkeeper/operator buyer support prepaid usage, but one-to-one matching misses split, batch, fee, FX and dispute cases, so the score remains conservative. 收入匹配：Revenue fit: 预充值 API 用量Prepaid API usage |
证明：Proof: 至少 28 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 28 days and 150 qualified visits, continue if at least 10% complete a three-file local match and there is one genuine $5 credit purchase or qualified API/paid intent from at least 5%; prioritize if at least two users name the same recurring export pair. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Do not judge on launch age or zero traffic. At 300 qualified visits after the minimum window, pause if fewer than 5% complete a three-file match and there are no genuine purchases or credible bookkeeper interviews; also pause if most real cases require split/batch/FX logic or support/privacy cost exceeds the credit revenue ceiling. |
| #0024 EvidenceClock 队列中Queued |
67 medium · tier 2 |
AI 治理与审计负责人The business, engineering or operations owner accountable for EvidenceClock's target job, outcome and budget. 围绕 EvidenceClock 的精确问题、替代方案和结果证据进行高意图检索。AI governance evidence review calendar |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + LinkedIn search 过期证据如何使一次审计失效Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费日历 → $4/月提醒会员Let the free core workflow produce value first, then test payment intent matched to membership. 自然会员意向后测试治理日历词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
频率逻辑成立；用户也可能用现有日历替代。PMF prior 67/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 150 合格访问 1 名会员或 ≥3% 意向。Only after at least 30 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 300 访问 0 会员且意向 <1%。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0041 APIAuthScope 等待主动流量席位Waiting for an active traffic slot |
66 medium-prior · tier 4 |
API 平台、集成工程与 SRE 负责人The business, engineering or operations owner accountable for APIAuthScope's target job, outcome and budget. API reliability 检查 token scope 是否超过调用需求High-intent search for APIAuthScope's exact problem, alternatives and outcome evidence. |
建立“API reliability 检查 token scope 是否超过调用需求”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在GitHub、Dev.to、SRE 社群、X 与搜索发布“旧做法 → APIAuthScope 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“检查 token scope 是否超过调用需求”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 66/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。Advance as a narrow paid experiment because the buyer can finish a useful local comparison without giving us a token. Keep the score conservative because provider-native tools are stronger and the likely usage frequency is episodic. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 21 days and 150 qualified visits, continue only if at least 10% complete a real comparison plus either one genuine $11 purchase or paid intent from at least 3% of qualified visits; prioritize only if buyers name a repeatable API review workflow. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。Do not judge on age or zero traffic. At 300 qualified visits after the minimum window, pause if fewer than 5% complete a real comparison and there are no genuine purchases or credible buyer interviews; also pause immediately for secret-handling risk, misleading enforcement claims or a clearly dominant free substitute. |
| #0010 LabelCopy 队列中Queued |
66 medium · tier 2 |
创作者、营销与产品运营The business, engineering or operations owner accountable for LabelCopy's target job, outcome and budget. 围绕 LabelCopy 的精确问题、替代方案和结果证据进行高意图检索。AI disclosure copy generator |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。VSO + SEO + GEO 错误/正确标签改写Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费生成 → 自愿捐助Let the free core workflow produce value first, then test payment intent matched to donation. 不做付费投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
时点与分发适配存在；模板可复制，持续付费意愿弱。PMF prior 66/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 捐助Donation |
证明：Proof: 200 合格访问 ≥15% 复制率且出现 1 次捐助。Only after at least 14 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 400 访问复制率 <5% 且 0 捐助。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0025 ToolAllowlist 队列中Queued |
66 medium · tier 2 |
Agent 安全与平台团队The business, engineering or operations owner accountable for ToolAllowlist's target job, outcome and budget. 围绕 ToolAllowlist 的精确问题、替代方案和结果证据进行高意图检索。AI tool allowlist generator |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + developer search 过宽策略到域名/动作/deny 的 diffEach organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费生成 → $4/200 API creditsLet the free core workflow produce value first, then test payment intent matched to prepaid_api. 独立批量意向出现后投 developer searchDo not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
风险与频率成立；与 MCPPermit 重叠且平台内置功能强。PMF prior 66/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 预充值 API 用量Prepaid API usage |
证明：Proof: 200 合格访问 ≥5% API 意向或 1 个 credit 包。Only after at least 21 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 400 访问 0 API 意向，合并进 MCPPermit。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0040 CashAuditBundle 等待主动流量席位Waiting for an active traffic slot |
65 medium-prior · tier 4 |
小企业主、财务、会计和运营负责人The business, engineering or operations owner accountable for CashAuditBundle's target job, outcome and budget. small business finance 生成交易抽样的凭证与批准证据包High-intent search for CashAuditBundle's exact problem, alternatives and outcome evidence. |
建立“small business finance 生成交易抽样的凭证与批准证据包”问题页、示例、FAQ、结构化定义和原始来源；先验证查询意图，不承诺排名。Use SEO, VSO and GEO for exact job terms; publish only checkable definitions, examples, boundaries and sources. 在搜索、会计社群、LinkedIn、小红书与伙伴发布“旧做法 → CashAuditBundle 计划输出”的单场景前后对比；每条只讲一个错误与一个决定。Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
首次结果后只提供与“生成交易抽样的凭证与批准证据包”频率匹配的一次性工作包；记录 use → intent → paid，不用邮箱墙阻挡免费价值。Let the free core workflow produce value first, then test payment intent matched to one_time. 先准备 exact-intent 词、否定词和 $5/日止损草案；自然使用或意向出现且获得预算批准前不投放。Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
PMF 先验 65/100（medium-prior）。这是资源排序，不是 PMF 证明；达到独立时间和合格访问门槛前不作行为结论。65/100 test, not PMF: the bookkeeping evidence problem and periodic trigger are real, and $11 fits a one-off close or evidence-prep task, but accounting platforms, accountants and audit software are strong substitutes. Continue only at the preset age/sample gate with real local CSV use and genuine payment evidence. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 至少 21 天和 150 个合格访问后，才按使用 → 意向 → 真实付款及实际结果决定是否继续。After at least 21 days and 150 qualified visits, continue only if at least 10% complete a real local CSV evidence queue and there is one genuine $11 purchase, or qualified paid intent reaches at least 3%. 撤退：Exit: 样本成熟后若完成率、合格意向和付款仍低于合同，或强替代已完成同一任务，则暂停；零流量与刚上线不能判失败。At 300 qualified visits, stop standalone distribution if completion is below 5%, there is no genuine purchase or qualified intent, users stay entirely inside QuickBooks/Xero/accountant workflows, or support/privacy cost exceeds the $11 ceiling. |
| #0006 EvalEnough 队列中Queued |
65 medium · tier 2 |
ML 与评测负责人The business, engineering or operations owner accountable for EvalEnough's target job, outcome and budget. 围绕 EvalEnough 的精确问题、替代方案和结果证据进行高意图检索。LLM eval sample size calculator |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO 用样本误区做可计算解释Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费计算 → $1 冻结假设计划Let the free core workflow produce value first, then test payment intent matched to one_time. 自然购买后测试 sample-size 词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
问题可计算且买家清楚；统计工具免费替代强。PMF prior 65/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 200 合格访问完成率 ≥10%，1 次购买。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 400 访问 0 购买且意向 <1%。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0026 RedTeamPlan 等待合作方Waiting for a partner |
65 medium · tier 2 |
AI 安全负责人和专业服务方The business, engineering or operations owner accountable for RedTeamPlan's target job, outcome and budget. 围绕 RedTeamPlan 的精确问题、替代方案和结果证据进行高意图检索。AI agent red team plan |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + professional search 常被遗漏的工具、记忆与恢复测试Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费范围 → 经同意的专业服务线索Let the free core workflow produce value first, then test payment intent matched to qualified_lead. 伙伴接受线索后才做 lead-genDo not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
价值高、工具频率低；收入来自可信交付而非模板本身。PMF prior 65/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配qualified lead |
证明：Proof: 每 100 合格访问 ≥1 条被接受线索。Only after at least 30 days and 100 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 200 访问 0 线索或无伙伴。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0027 EvalDrift 队列中Queued |
64 medium · tier 2 |
评测与平台负责人The business, engineering or operations owner accountable for EvalDrift's target job, outcome and budget. 围绕 EvalDrift 的精确问题、替代方案和结果证据进行高意图检索。LLM evaluation drift monitoring |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO 模型/提示词变化导致旧 benchmark 失效Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费规划 → $3/月提醒会员Let the free core workflow produce value first, then test payment intent matched to membership. 自然会员意向后测试 drift 词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
频率成立；差异化和外置提醒习惯弱。PMF prior 64/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 200 合格访问 1 名会员或 ≥3% 意向。Only after at least 30 days and 200 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 400 访问 0 会员且意向 <1%。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0014 StackRFP 队列中Queued |
64 medium · tier 2 |
采购、创业者与 AI 平台负责人The business, engineering or operations owner accountable for StackRFP's target job, outcome and budget. 围绕 StackRFP 的精确问题、替代方案和结果证据进行高意图检索。AI vendor RFP template |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO + GEO + LinkedIn search 拆一个容易漏掉的采购要求Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
免费 RFP → $9/月透明供应商收录Let the free core workflow produce value first, then test payment intent matched to paid_listing. 受众与供应商询问出现后再买采购词Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
买家意图存在；供应商付费只有在采购流量真实时才成立。PMF prior 64/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配paid listing |
证明：Proof: 200 合格访问完成率 ≥8%，2 个供应商询问或 1 个收录。Only after at least 30 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 500 访问无供应商意向。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0007 BatchOrNow 先验关闭Closed by prior |
63 medium · tier 3 |
AI 工程与 FinOpsThe business, engineering or operations owner accountable for BatchOrNow's target job, outcome and budget. 围绕 BatchOrNow 的精确问题、替代方案和结果证据进行高意图检索。batch API decision calculator |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO archive + GEO case study 公开停止复盘Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
不再转化Let the free core workflow produce value first, then test payment intent matched to one_time. 不投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
可搜索但难形成稳定月收入，已按组合先验停止。PMF prior 63/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 只保留自然访问与学习。Only after at least 14 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 不重启，除非出现真实付款或强外部需求。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0028 VendorExit 先验关闭Closed by prior |
63 medium · tier 3 |
采购与平台负责人The business, engineering or operations owner accountable for VendorExit's target job, outcome and budget. 围绕 VendorExit 的精确问题、替代方案和结果证据进行高意图检索。AI vendor exit plan |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO archive + GEO case study 公开停止复盘Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
不再转化Let the free core workflow produce value first, then test payment intent matched to qualified_lead. 不投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
问题真实，当前交付与收入路径不成立，已停止。PMF prior 63/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 按任务价值匹配qualified lead |
证明：Proof: 只保留自然访问与学习。Only after at least 30 days and 100 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 不重启，除非出现可信伙伴和真实线索。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0015 EvalRubric 先验关闭Closed by prior |
62 medium · tier 3 |
评测负责人The business, engineering or operations owner accountable for EvalRubric's target job, outcome and budget. 围绕 EvalRubric 的精确问题、替代方案和结果证据进行高意图检索。LLM evaluation rubric template |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO archive + GEO case study 公开停止复盘Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
不再转化Let the free core workflow produce value first, then test payment intent matched to advertising. 不投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
模板需求存在，商业模式与可分配流量不匹配。PMF prior 62/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 广告Advertising |
证明：Proof: 只保留自然访问与学习。Only after at least 30 days and 300 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 不重启，除非自然流量形成广告规模。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0029 CostSLO 先验关闭Closed by prior |
61 medium · tier 3 |
FinOps 与平台工程The business, engineering or operations owner accountable for CostSLO's target job, outcome and budget. 围绕 CostSLO 的精确问题、替代方案和结果证据进行高意图检索。LLM cost SLO |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO archive + GEO case study 公开停止复盘Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
不再转化Let the free core workflow produce value first, then test payment intent matched to membership. 不投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
痛点真实，独立会员价值不足，已停止。PMF prior 61/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 会员订阅Membership |
证明：Proof: 只保留自然访问与学习。Only after at least 30 days and 250 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 不重启，除非出现持续付费工作流。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0030 ConsentFlow 先验关闭Closed by prior |
60 medium · tier 3 |
产品与合规运营The business, engineering or operations owner accountable for ConsentFlow's target job, outcome and budget. 围绕 ConsentFlow 的精确问题、替代方案和结果证据进行高意图检索。AI consent notice |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO archive + GEO case study 并入 AIMark 的内容学习Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
不再转化Let the free core workflow produce value first, then test payment intent matched to one_time. 不投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
法规时点存在，但独立产品差异化不足。PMF prior 60/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 只保留自然访问与学习。Only after at least 21 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 不重启；相关需求归 AIMark。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0031 LocalOrAPI 先验关闭Closed by prior |
59 medium · tier 3 |
AI 架构负责人The business, engineering or operations owner accountable for LocalOrAPI's target job, outcome and budget. 围绕 LocalOrAPI 的精确问题、替代方案和结果证据进行高意图检索。local model vs API |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO archive + GEO case study 公开停止复盘Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
不再转化Let the free core workflow produce value first, then test payment intent matched to affiliate. 不投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
流量词宽而交易路径弱，已停止。PMF prior 59/100 (medium). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 联盟分成Affiliate commission |
证明：Proof: 只保留自然访问与学习。Only after at least 30 days and 300 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 不重启，除非正式联盟和定向买家同时出现。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0002 CacheCheck 先验关闭Closed by prior |
56 test · tier 3 |
AI 工程与 FinOpsThe business, engineering or operations owner accountable for CacheCheck's target job, outcome and budget. 围绕 CacheCheck 的精确问题、替代方案和结果证据进行高意图检索。prompt caching calculator |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO archive + GEO case study 公开停止复盘Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
不再转化Let the free core workflow produce value first, then test payment intent matched to one_time. 不投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
一次性补丁包复用弱，已停止。PMF prior 56/100 (test). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 只保留自然访问与学习。Only after at least 14 days and 150 qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 不重启，除非出现真实购买。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0005 RetryBudget 先验关闭Closed by prior |
42 low · tier 3 |
Agent 工程The business, engineering or operations owner accountable for RetryBudget's target job, outcome and budget. 围绕 RetryBudget 的精确问题、替代方案和结果证据进行高意图检索。agent retry budget calculator |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO archive + GEO case study 公开停止复盘Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
不再转化Let the free core workflow produce value first, then test payment intent matched to one_time. 不投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
结构性低分，已停止。PMF prior 42/100 (low). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 只保留自然访问与学习。Only after at least the preset number of days and the preset number of qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 不重启，除非出现强外部需求。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
| #0001 MarginGate 先验关闭Closed by prior |
39 low · tier 3 |
AI 创业者The business, engineering or operations owner accountable for MarginGate's target job, outcome and budget. 围绕 MarginGate 的精确问题、替代方案和结果证据进行高意图检索。LLM profitability calculator |
用 SEO / VSO / GEO 覆盖精确任务词；只发布可核对定义、示例、边界和来源。SEO archive + GEO case study 公开首个实验复盘Each organic asset covers one real problem, one decision and one piece of evidence without exposing customer data. |
不再转化Let the free core workflow produce value first, then test payment intent matched to one_time. 不投放Do not buy traffic before organic use or qualified intent appears and budget is approved; paid channels only accelerate an existing signal. |
通用成本计算器供给过剩，已停止。PMF prior 39/100 (low). This ranks resources, not proof of PMF; no behavioral verdict before the app-specific time and qualified-visit floor. 收入匹配：Revenue fit: 一次性付费One-time payment |
证明：Proof: 只保留自然访问与学习。Only after at least the preset number of days and the preset number of qualified visits may use → intent → settled payment and real outcomes decide continuation. 撤退：Exit: 不重启，除非出现明确垂直买家。After the sample matures, pause when completion, qualified intent and payment remain below contract or a strong substitute completes the job; zero traffic and freshness are not failure. |
流量是稀缺资源，不平均主义。
用一个可证伪的渠道假设连接合格访问、使用、意向与付款。Import-error intent will produce completed preflights and one-time export intent without account connectivity.
指标：Metric: 合格访问 → 使用 → 意向 → 付款qualified visit → analyze → export intent → paid
门槛：Floor: 达到预设行为目标后才继续。analyze >=12%; paid intent >=3% or one purchase · 28 天 · 180 个合格访问28 days · 180 qualified visits
用一个可证伪的渠道假设连接合格访问、使用、意向与付款。Users with weekly compaction/handoff pain will complete a human-verified receipt and value portable local history.
指标：Metric: 合格访问 → 使用 → 意向 → 付款qualified visit → sample/run → save intent → paid
门槛：Floor: 达到预设行为目标后才继续。completion >=14%; five weekly-pain confirmations; paid intent >=3% or one purchase · 21 天 · 160 个合格访问21 days · 160 qualified visits
用一个可证伪的渠道假设连接合格访问、使用、意向与付款。Mode-specific read-only diagnosis will outperform generic Android troubleshooting and create repair-handoff intent.
指标：Metric: 合格访问 → 使用 → 意向 → 付款qualified visit → diagnose → copy/export intent → paid
门槛：Floor: 达到预设行为目标后才继续。completion >=15%; handoff intent >=4%; one purchase or two requests · 30 天 · 220 个合格访问30 days · 220 qualified visits
审计轨迹意图会带来高于组合中位数的完成与会员意向。Connect qualified visits, use, intent and payment through one falsifiable channel hypothesis.
指标：Metric: 合格访问 → 使用 → 意向 → 付款qualified visit → use → membership intent
门槛：Floor: 达到预设行为目标后才继续。use ≥10%; intent ≥3% or 1 paid member · 21 天 · 150 个合格访问21 days · 150 qualified visits
真实攻击路径卡能吸引 Agent 安全受众并产生赞助询问。Connect qualified visits, use, intent and payment through one falsifiable channel hypothesis.
指标：Metric: 合格访问 → 使用 → 意向 → 付款qualified visit → use → sponsor intent
门槛：Floor: 达到预设行为目标后才继续。use ≥10%; 2 sponsor inquiries or 1 paid sponsor · 21 天 · 200 个合格访问21 days · 200 qualified visits
法规时点中文场景能产生复制、证据包意向与购买。Connect qualified visits, use, intent and payment through one falsifiable channel hypothesis.
指标：Metric: 合格访问 → 使用 → 意向 → 付款qualified visit → use → paid
门槛：Floor: 达到预设行为目标后才继续。use ≥12%; intent ≥3% or 1 paid pack · 21 天 · 150 个合格访问21 days · 150 qualified visits
用一个可证伪的渠道假设连接合格访问、使用、意向与付款。Existing-link taxonomy audit attracts higher-intent use than generic UTM-builder content.
指标：Metric: 合格访问 → 使用 → 意向 → 付款qualified visit → audit → paid intent → paid
门槛：Floor: 达到预设行为目标后才继续。audit >=10%; paid intent >=3% or 1 paid pack · 21 天 · 150 个合格访问21 days · 150 qualified visits
公开素材展示决策，不暴露控制入口或内部架构。
显式搜索抓取策略、训练抓取拒绝、动态 sitemap、结构化数据、llms.txt、RSS 和 IndexNow。The asset tells the build story through a public problem, decision evidence and clear boundaries.
待处理Implemented素材以公开问题、决策证据和清晰边界讲述构建故事。Hook: an agent that acted but cannot show input, permission, tool call, outcome and human decision did not leave an auditable result. Show one before/after receipt, then link the free planner.
待处理Ready素材以公开问题、决策证据和清晰边界讲述构建故事。Outline: the replay gap; five receipt fields; one reversible and one high-impact example; free worksheet; what evidence would justify a $4/month workflow.
待处理Ready素材以公开问题、决策证据和清晰边界讲述构建故事。Diagram sequence: external content → model context → persistent memory → broad tool token → irreversible write. End with one control at each edge, not generic prompt advice.
待处理Ready素材以公开问题、决策证据和清晰边界讲述构建故事。Outline: choose one untrusted source; mark trust transitions; identify persistent state; score tool blast radius; insert approval and verification; link the free mapper.
待处理Ready标题：AI标识不只贴标签。正文结构：3 个角色场景、标签位置、人工复核、证据留存；末尾声明为 RushOS 产品营销内容并链接免费生成器。The asset tells the build story through a public problem, decision evidence and clear boundaries.
待处理Ready结构：谁生成、谁审核、何处展示、保留什么证据、何时重新评估；强调不是法律意见。The asset tells the build story through a public problem, decision evidence and clear boundaries.
待处理Ready素材以公开问题、决策证据和清晰边界讲述构建故事。Built 20 demand cards. Hard-tested 3. Shipped 1—not another UTM builder. Campaign Tag Guard audits existing mixed links against your taxonomy locally, then exports corrected URLs and a change receipt. Free for 20 rows.
待处理Ready用 fb/facebook、Paid Social/paid_social 的例子解释命名漂移；声明 RushOS 自有产品营销内容；不与 X 原样复制。The asset tells the build story through a public problem, decision evidence and clear boundaries.
待处理Ready素材以公开问题、决策证据和清晰边界讲述构建故事。Built Import Bridge after recurring Ghostfolio and Rotki import failures surfaced the same job: map fields, dates, actions and duplicates locally before import. Free for 50 rows; no broker login, tax output or advice.
待处理Ready用虚构交易行解释为什么列名、日期、动作和重复行会让券商或交易所 CSV 导入失败。声明：RushOS 自有产品营销内容；不涉及投资或税务建议。The asset tells the build story through a public problem, decision evidence and clear boundaries.
待处理Ready素材以公开问题、决策证据和清晰边界讲述构建故事。Context Relay turns a human-confirmed goal, verified state, evidence aliases, decisions, blockers and one next step into a local recovery receipt. No repository access, logs or secrets.
待处理Ready用虚构任务展示 AI 编程会话压缩前怎样留下可复核恢复收据。声明：RushOS 自有产品营销内容；不上传仓库、代码、日志或密钥。The asset tells the build story through a public problem, decision evidence and clear boundaries.
待处理Ready素材以公开问题、决策证据和清晰边界讲述构建故事。USB Path orders mode, host enumeration, cable, authorization and interface checks. It runs no commands and gives no flashing, unlocking or driver-install instructions.
待处理Ready按模式、电脑枚举、数据线、授权和接口逐步定位连接断点。声明：RushOS 自有产品营销内容；不解锁、不刷机、不下载或安装驱动。The asset tells the build story through a public problem, decision evidence and clear boundaries.
待处理Ready45 秒：31 个构建记录 → 逐个先验评分 → 只给 3 个流量位 → 后 29%先停 → 达到时间与样本才看行为 PMF。画面不展示后台或架构。The asset tells the build story through a public problem, decision evidence and clear boundaries.
待处理Ready ScriptASO：真实原生价值、开发者账户、独特商店页和可测截图。LBS：真实符合资格地点/服务区、准确资料和可验证运营。当前均不满足，保持暂停。The asset tells the build story through a public problem, decision evidence and clear boundaries.
待处理Deferred Not Applicable素材以公开问题、决策证据和清晰边界讲述构建故事。Explain canonical values, explicit aliases, row-level receipts and the boundary between new-link hygiene and historical GA4 repair.
待处理Scheduled素材以公开问题、决策证据和清晰边界讲述构建故事。Publish only observed qualified visits, audit completions, paid intent, purchases and revenue; zero traffic means distribution failure, not PMF failure.
待处理Scheduled素材以公开问题、决策证据和清晰边界讲述构建故事。Compare Google URL Builder, spreadsheets, UTM.io, UTM Manager and Campaign Tag Guard, including when the RushOS product is the wrong choice.
待处理Scheduled素材以公开问题、决策证据和清晰边界讲述构建故事。A cited, reversible guide to date, symbol, action, quantity, price, amount, fee and currency fields, with explicit boundaries for cost basis and tax treatment.
计划中Planned素材以公开问题、决策证据和清晰边界讲述构建故事。Compare automatic summaries, client-native resume features and a manual receipt; lead with when the native feature is already sufficient.
计划中Planned素材以公开问题、决策证据和清晰边界讲述构建故事。A mode-first troubleshooting tree with OS branches and explicit escalation boundaries, written for search and AI answer citation.
计划中Planned素材已先完成；无授权、预算或资格时不越界执行。
| 优先级 | 环境 | 为什么需要 | 已准备 | 下一步 |
|---|---|---|---|---|
| 1 | OSO · 待授权增长能力Google Search Console 待处理Waiting Human |
查看索引覆盖、查询和页面表现，不能用站内数据替代。This capability needs an external account, eligibility, budget or human authorization before safe execution. | sitemap、robots、JSON-LD、llms.txt 与验证位均已准备。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 添加 10000app.rushos.com 域名资源并提供 DNS 验证值，或授权可用账户。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |
| 2 | OSO · 待授权增长能力Bing Webmaster Tools 待处理Waiting Human |
IndexNow 可先提交，但查询与索引报告仍需站长权限。This capability needs an external account, eligibility, budget or human authorization before safe execution. | IndexNow key、批量提交脚本和 sitemap 已准备。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 导入站点或提供验证值；不影响先行 IndexNow 提交。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |
| 3 | OMA · 待授权增长能力LinkedIn / Dev.to / Reddit 待处理Waiting Human |
专业买家和开发者意图分散在这些渠道；当前未确认登录。This capability needs an external account, eligibility, budget or human authorization before safe execution. | AgentReceipt、PromptInjectMap、AIMark 的长文、短帖和社区标题已准备。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 登录希望使用的平台并告知；发布前仍逐平台核对规则。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |
| 4 | CRO · 许可邮件发送域与服务商Growth capability awaiting authorization 待处理Waiting Human |
邮件留存需要可退订、已同意地址和独立发件信誉。This capability needs an external account, eligibility, budget or human authorization before safe execution. | 三封 nurture 序列、同意文案与退订要求已准备。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 选择 Resend/Postmark 等服务并完成发件域验证。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |
| 5 | CRO · WhatsApp / SMS 商业发送Growth capability awaiting authorization 待处理Waiting Human |
直接触达只能在明确同意和可退订机制下进行。This capability needs an external account, eligibility, budget or human authorization before safe execution. | 双语 opt-in、首条消息和 STOP 模板已准备。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 提供合规商业发送账户；未提供前不收集手机号。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |
| 6 | CRO · Discord / Slack / 微信群Growth capability awaiting authorization 待处理Waiting Human |
社区适合跨 App 复用治理和 Agent 安全内容，但需要持续管理。This capability needs an external account, eligibility, budget or human authorization before safe execution. | 欢迎语、每周栏目、版规和不灌水纪律已准备。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 选择一个社区载体并指定管理员；不会同时开三个空群。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |
| 7 | OMA · KOL/KOC 合作名单Growth capability awaiting authorization 待处理Waiting Human |
共创需要身份核验、披露和关系维护，不能自动群发。This capability needs an external account, eligibility, budget or human authorization before safe execution. | 筛选标准、邀约模板、披露要求和 3 个共创题已准备。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 确认可代表 RushOS 联系外部创作者的账号与审批边界。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |
| 8 | XPAID · Google/Bing/Meta/TikTok 广告账户与预算Growth capability awaiting authorization 待处理Waiting Human |
付费加速必须有显式预算上限、结算账户和自然漏斗基线。This capability needs an external account, eligibility, budget or human authorization before safe execution. | 3 个主动 App 的关键词、否定词、文案、落地页和止损规则已准备。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 提供广告账户并逐渠道批准日预算；没有批准不花费。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |
| 9 | CRO · 联盟结算与正式伙伴条款Growth capability awaiting authorization 待处理Waiting Human |
联盟和专业线索收入必须透明、可追踪且得到伙伴接受。This capability needs an external account, eligibility, budget or human authorization before safe execution. | 伙伴 one-pager、CPS/线索字段、隐私和删除要求已准备。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 选择联盟/专业伙伴并批准佣金或线索价格。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |
| 10 | OSO · App Store / 地图资格Growth capability awaiting authorization 待处理Deferred Not Applicable |
ASO 需要真实原生应用；LBS 需要符合资格的真实本地业务。This capability needs an external account, eligibility, budget or human authorization before safe execution. | 商店 listing 与真实商家资料检查清单已准备，但当前不适用。Reusable copy, checklists and evidence assets are prepared while authorization is pending. | 未来出现原生应用或可验证本地经营后再提供开发者/商家账户。The owner supplies the required environment or explicitly declines; automation must not exceed its authority. |