先评估，
再决定构建。Review first.
Build later.

活动组织者、场地方和会议运营负责人在需要设计最小数据的签到和异常路径时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Event Check In job without losing scope, evidence, ownership, or a reviewable next step.

活动组织者、场地方和会议运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

票务平台、表格、群聊和活动代理Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Event Check In.

签到是必要任务，但必须与真实票务、订单、现场销售和多设备状态强绑定；Eventbrite 已免费交付完整流程，Cvent/Whova 覆盖高端需求。独立工具会制造同步风险且没有定价空间，结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

小型经纪、理赔运营和风险服务负责人在需要追踪投诉、升级和回复时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Claim Complaint Clock job without losing scope, evidence, ownership, or a reviewable next step.

小型经纪、理赔运营和风险服务负责人A role with recurring operational responsibility and a measurable cost of delay or error

核心保险系统、邮件、表格和人工经纪Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Claim Complaint Clock.

投诉管理是真实 RegTech 市场，但候选只有标准化时钟功能，已被多家完整系统和监管门户覆盖；其买家定义不清，跨辖区维护成本高，线索模式与公平处理义务冲突。作为微产品结构不成立，应淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

小型会计师事务所、记账团队和客户经理在需要为每个客户追踪缺失凭证时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Books Document Gap job without losing scope, evidence, ownership, or a reviewable next step.

小型会计师事务所、记账团队和客户经理A role with recurring operational responsibility and a measurable cost of delay or error

practice management、会计软件、邮件和表格Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Books Document Gap.

缺凭证追踪是强且高频的工作，但市场已出现大量完全同构、免费或每月 10 美元的产品，同时全栈会计事务所软件也内置。原候选没有差异、渠道或可支撑安全成本的价格；只有另立“交易级自动发现”假设才值得重新验证，因此本候选结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

小型会计师事务所、记账团队和客户经理在需要生成客户经理交接的事实与未决项时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Books Staff Handoff job without losing scope, evidence, ownership, or a reviewable next step.

小型会计师事务所、记账团队和客户经理A role with recurring operational responsibility and a measurable cost of delay or error

practice management、会计软件、邮件和表格Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Books Staff Handoff.

交接失败代价真实，但低频且高度依赖平时的数据纪律。最新事务所平台已经把客户事实源、共享时间线、自动任务转移与 AI 历史摘要放在日常系统内；独立 App 在最需要准确时反而拿不到完整上下文，容易生成可信但错误的交接，因此结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

暖通、电工、维修和现场服务小企业负责人在需要在出发前检查所需配件和替代时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Field Parts Check job without losing scope, evidence, ownership, or a reviewable next step.

暖通、电工、维修和现场服务小企业负责人A role with recurring operational responsibility and a measurable cost of delay or error

现场服务软件、电话、短信和纸单Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Field Parts Check.

缺件成本真实，但候选把库存准备与兼容替代合并成两个数据重型问题；前者已被 FSM 和专用库存产品覆盖，后者被 ServiceTitan Atlas 与 Bluon 占据。对小店又缺少可靠设备信息，当前五美元独立产品没有可信楔子。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

暖通、电工、维修和现场服务小企业负责人在需要预测未来两周可售服务时段时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Field Capacity Band job without losing scope, evidence, ownership, or a reviewable next step.

暖通、电工、维修和现场服务小企业负责人A role with recurring operational responsibility and a measurable cost of delay or error

现场服务软件、电话、短信和纸单Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Field Capacity Band.

问题真实且经济价值可测，但它正是成熟现场服务系统的核心调度能力，独立产品缺少日历、技能和工单事实源。五美元定价与必要集成维护严重错配，因此结构性淘汰，只保留高价人工审计实验。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

家庭农场、农场经理和农业顾问在需要按农事窗口规划人员和技能时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Farm Labor Plan job without losing scope, evidence, ownership, or a reviewable next step.

家庭农场、农场经理和农业顾问A role with recurring operational responsibility and a measurable cost of delay or error

农场管理软件、纸本、天气服务和顾问Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Farm Labor Plan.

窗口与技能错配是真问题，但市场两端都不适合此产品：小农无需软件，大农需要任务、工时、工资和合规一体化。孤立五美元排班表难以嵌入执行，故结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

家庭农场、农场经理和农业顾问在需要检查收获设备、容器和买方窗口时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Farm Harvest Ready job without losing scope, evidence, ownership, or a reviewable next step.

家庭农场、农场经理和农业顾问A role with recurring operational responsibility and a measurable cost of delay or error

农场管理软件、纸本、天气服务和顾问Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Farm Harvest Ready.

收获准备有高后果，但它是设备、库存、订单和合同系统的汇合结果，不是独立事实源。通用清单季节性强、作物差异大且容易重复记录，会员留存不成立，故结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

家庭农场、农场经理和农业顾问在需要记录病虫观察和人工判断依据时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Farm Pest Scout job without losing scope, evidence, ownership, or a reviewable next step.

家庭农场、农场经理和农业顾问A role with recurring operational responsibility and a measurable cost of delay or error

农场管理软件、纸本、天气服务和顾问Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Farm Pest Scout.

侦察记录与判断依据是重要专业工作流，但已有多款离线、地图、照片、阈值和报告产品完整覆盖。候选没有独特作物或顾问流程，五美元也与专业功能不匹配，故结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

家庭农场、农场经理和农业顾问在需要追踪贷款支付、利率和现金压力时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Farm Debt Clock job without losing scope, evidence, ownership, or a reviewable next step.

家庭农场、农场经理和农业顾问A role with recurring operational responsibility and a measurable cost of delay or error

农场管理软件、纸本、天气服务和顾问Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Farm Debt Clock.

市场压力确实上升，但候选把复杂的农场现金流与信贷判断简化为支付和利率追踪，无法替代完整财务计划，也缺少数据连接、专业信任和渠道。它会增加重复录入却不能改善贷款决策，低价会员不是有效商业模式，因此当前结构应淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

学术或工业实验室经理、研究人员和质量负责人在需要定义重复、技术重复和停止规则时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Lab Replicate Plan job without losing scope, evidence, ownership, or a reviewable next step.

学术或工业实验室经理、研究人员和质量负责人A role with recurring operational responsibility and a measurable cost of delay or error

LIMS、电子实验记录、纸本和电子表格Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Lab Replicate Plan.

痛点真实、搜索入口清楚，且轻量计划器可能比完整 EDA 更快；但强免费替代、统计情境差异和个人预算使商业空间偏弱。保留一个 qPCR 等窄场景的小额一次性实验，不支持面向所有实验室的会员产品。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

本地服务商、承包商和小企业运营负责人需要把延误、损坏和客户通知压成决定摘要时，现有证据散落在多个工具、文档或人员记忆中。The target buyer needs to complete the Ops Delivery Exception Brief job without losing scope, evidence, ownership, or a reviewable next step.

本地服务商、承包商和小企业运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

报价软件、现场服务套件、表格、短信和纸质记录Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Ops Delivery Exception Brief.

候选没有单一 JTBD：服务预约、运输延误和财损索赔的买家、证据与动作完全不同，并且各自已有 system-of-record 原生流程或现有候选。通用摘要无执行价值，低价也不支持集成，因此关闭。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

AI 平台、FinOps、工程与产品负责人在需要追踪预付 credits 的使用和过期风险时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Token Credit Expiry job without losing scope, evidence, ownership, or a reviewable next step.

AI 平台、FinOps、工程与产品负责人A role with recurring operational responsibility and a measurable cost of delay or error

供应商账单、电子表格和通用云成本工具Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Token Credit Expiry.

候选把两个不同问题混在一起：客户 credits 已被计费平台覆盖，供应商 credits 又因数据不标准而退化为提醒器。把余额、到期和 burn-down 风险并入对账/预测能形成闭环，独立 App 的买家密度、分发和持续价值不足。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

usage-based billing 或 Billing Preview 退役后担心超支。The target buyer needs to complete the Copilot AI Credit Spend Estimator job without losing scope, evidence, ownership, or a reviewable next step.

想预估 Copilot AI credit 支出的个人或团队A role with recurring operational responsibility and a measurable cost of delay or error

GitHub AI usage、plan allowance、budget controls、user-level budgets、cost centers、AI credit pools、usage reports、billing API、电子表格和 FinOpsExisting platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Copilot AI Credit Spend Estimator.

59/100；静态估算不是账单真相。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

HR、招聘、用人经理和人员运营负责人在需要规划面试官角色、负荷和利益冲突时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the People Panel Balance job without losing scope, evidence, ownership, or a reviewable next step.

HR、招聘、用人经理和人员运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

HRIS、ATS、电子表格和外部顾问Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for People Panel Balance.

角色、负荷和排期已被 ATS 深度原生化；利益冲突又无法靠通用数据可靠自动判断，必须本人申报和 HR 审核。候选既没有独立工作流，也没有明确线索买方或收费增量，剩余价值只是一张免费清单，结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

培训机构、教师、课程运营和学习负责人在需要把学习需求转成可观察的课程结果时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Learn Course Intake job without losing scope, evidence, ownership, or a reviewable next step.

培训机构、教师、课程运营和学习负责人A role with recurring operational responsibility and a measurable cost of delay or error

LMS、电子表格、通用模板和人工助教Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Learn Course Intake.

任务真实且容易通过搜索触达，但经济价值低，权威免费清单丰富，Articulate、Coursebox 和通用 AI 已将其纳入完整课程生成。三美元单项工具难覆盖获客与支付摩擦，没有成立的付费楔子。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

培训机构、教师、课程运营和学习负责人在需要按问题聚类规划答疑时段时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Learn Office Hour job without losing scope, evidence, ownership, or a reviewable next step.

培训机构、教师、课程运营和学习负责人A role with recurring operational responsibility and a measurable cost of delay or error

LMS、电子表格、通用模板和人工助教Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Learn Office Hour.

答疑规划高频，但候选把两个已成熟的功能——问答去重/聚类与日历预约——拼成一个更弱的独立工具。缺少原生问题流和学生入口就无法节省流程，5 美元会员也覆盖不了集成，因此预判结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

独立创作者、工作室和内容运营负责人在需要把零散选题组织成可持续系列时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Creator Series Map job without losing scope, evidence, ownership, or a reviewable next step.

独立创作者、工作室和内容运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

平台分析、Notion 模板和通用 AI 内容工具Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Creator Series Map.

系列化是合理创作方法，但平台已支持系列组织和聚合分析，通用项目工具又完全覆盖规划动作。候选没有独家数据或结果闭环，本质是一个容易下载、难以持续付费的模板产品。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

独立创作者、工作室和内容运营负责人在需要生成清晰的赞助与联盟披露位置时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Creator Disclosure Copy job without losing scope, evidence, ownership, or a reviewable next step.

独立创作者、工作室和内容运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

平台分析、Notion 模板和通用 AI 内容工具Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Creator Disclosure Copy.

披露责任真实，但解决方案已经由免费权威指南、平台标签和通用 AI 覆盖。简单文案生成既没有权威性，也无法承担地区法律差异；三美元价格更不可能覆盖风险，因此只能做免费教育内容，不能成为产品。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

独立酒店、民宿和住宿运营负责人在需要把评价路由为回复、整改或培训时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Stay Review Route job without losing scope, evidence, ownership, or a reviewable next step.

独立酒店、民宿和住宿运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

PMS、OTA、群聊、纸表和电子表格Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Stay Review Route.

评价转行动有价值，但主流声誉平台已精确覆盖条件建票、分派、模板、情绪分析和报表。小酒店量太低，大酒店已有套件；5 美元无法获得渠道和发布能力，手工粘贴又可被通用 AI 替代，因此结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

独立酒店、民宿和住宿运营负责人在需要追踪团体房量、名单和截止日期时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Stay Group Block job without losing scope, evidence, ownership, or a reviewable next step.

独立酒店、民宿和住宿运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

PMS、OTA、群聊、纸表和电子表格Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Stay Group Block.

团体房块对收入重要，但其核心是库存、房价和预订一致性，而不是独立提醒界面。成熟 PMS 已覆盖房块、名单、pickup、链接和自动释放；新工具无法在 5 美元价位安全地成为事实源，因此结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

独立酒店、民宿和住宿运营负责人在需要准备取消和退款的政策与事实时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Stay Refund Route job without losing scope, evidence, ownership, or a reviewable next step.

独立酒店、民宿和住宿运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

PMS、OTA、群聊、纸表和电子表格Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Stay Refund Route.

退款痛点真实，但事实源、动作权和争议证据都已属于 PMS、OTA 与支付平台。独立低价工具要么缺少关键上下文，要么承担不可接受的资金与合规责任，因此结构性淘汰，不等流量再判断。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

小型非营利组织、项目、筹款和运营负责人在需要把志愿者技能、时间和任务匹配时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Cause Volunteer Fit job without losing scope, evidence, ownership, or a reviewable next step.

小型非营利组织、项目、筹款和运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

捐赠平台、电子表格、志愿者和通用模板Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Cause Volunteer Fit.

志愿者匹配有真实运营痛点，但市场同时存在巨型供需网络、完整管理套件和免费班次工具，Better Impact 入门价已接近候选价格。单独的技能—时间匹配既没有网络也没有工作流优势，无法存活。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

IT 服务台、内部 IT 和 MSP 负责人在需要区分设备、网络、驱动和队列故障时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Desk Printer Truth job without losing scope, evidence, ownership, or a reviewable next step.

IT 服务台、内部 IT 和 MSP 负责人A role with recurring operational responsibility and a measurable cost of delay or error

ITSM、RMM、知识库和人工脚本Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Desk Printer Truth.

打印问题真实且常见，但诊断价值依赖访问设备、网络、队列和驱动状态，网页自述向导无法取得这些信号。Windows 和 HP 已免费自动执行核心检查，企业买方又有完整打印管理，因此频次不能转化为独立收入，预判结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

产品经理、设计、工程和增长负责人在需要生成高管可读的事实与选择时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Product Stakeholder Brief job without losing scope, evidence, ownership, or a reviewable next step.

产品经理、设计、工程和增长负责人A role with recurring operational responsibility and a measurable cost of delay or error

项目管理工具、分析平台、模板和会议Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Product Stakeholder Brief.

高管沟通重要，但摘要生成已由 Notion、Confluence 和通用 AI 商品化，真正难题是组织事实与决策责任。候选缺乏数据和工作流壁垒，且用敏感材料换咨询线索造成严重信任错配，预判无独立 PMF，结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

付费社区、开源社区和品牌社区负责人在需要按影响和证据排序版主待处理事项时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Community Mod Queue job without losing scope, evidence, ownership, or a reviewable next step.

付费社区、开源社区和品牌社区负责人A role with recurring operational responsibility and a measurable cost of delay or error

平台机器人、表格和志愿版主Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Community Mod Queue.

审核积压是真实高频问题，但原生平台已掌握内容、举报信誉和处置入口并内置排序。第三方的差异不足，跨平台又带来严重隐私、安全和误判责任；真正买方需要企业级 Trust & Safety 能力而不是 5 美元小工具，所以不具备轻量 App 的成本与分发优势。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

付费社区、开源社区和品牌社区负责人在需要区分推广、重复和恶意垃圾内容时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Community Spam Signal job without losing scope, evidence, ownership, or a reviewable next step.

付费社区、开源社区和品牌社区负责人A role with recurring operational responsibility and a measurable cost of delay or error

平台机器人、表格和志愿版主Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Community Spam Signal.

垃圾治理高频但高度依赖平台级账户、网络和历史信号，正是 Discord 与 Reddit 的结构性优势。第三方轻量分类器信息更少、误杀责任更高、维护又持续对抗，低价订阅无法形成正向经济；没有明确原生漏检与预付证据时应淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

付费社区、开源社区和品牌社区负责人在需要规划威胁、骚扰和自伤内容升级时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Community Safety Plan job without losing scope, evidence, ownership, or a reviewable next step.

付费社区、开源社区和品牌社区负责人A role with recurring operational responsibility and a measurable cost of delay or error

平台机器人、表格和志愿版主Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Community Safety Plan.

痛点极其重要，但重要不等于适合微型 SaaS。平台和危机机构已经拥有专业升级渠道，错误分类的风险巨大，志愿社区预算与责任能力不足。以 5 美元会员销售安全判断既不可信也不合伦理，因此应淘汰商业产品，仅保留专家合作下的公益可能。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

付费社区、开源社区和品牌社区负责人在需要设计不诱导刷量的贡献认可时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Community Recognition job without losing scope, evidence, ownership, or a reviewable next step.

付费社区、开源社区和品牌社区负责人A role with recurring operational responsibility and a measurable cost of delay or error

平台机器人、表格和志愿版主Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Community Recognition.

认可贡献是存在的运营任务，但平台角色和成熟声誉机制已覆盖基础交付，真正难点是语境化质量判断、公平治理和申诉，而不是生成徽章。独立低价产品既难自动化又缺少明确经济回报，现阶段结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.

活动组织者、场地方和会议运营负责人在需要模拟票价、赞助和成本下的盈亏时，现有信息分散且缺少可复核的完成定义。The target buyer needs to complete the Event Budget Guard job without losing scope, evidence, ownership, or a reviewable next step.

活动组织者、场地方和会议运营负责人A role with recurring operational responsibility and a measurable cost of delay or error

票务平台、表格、群聊和活动代理Existing platform features, specialist suites, spreadsheets, and a manual workflow are the comparison set for Event Budget Guard.

亏损风险真实，但计算本身是低门槛公式，免费工具与模板已高度饱和；买方不会为 4 美元结果付费，广告/联盟模式又依赖难获得的搜索规模。缺少独有成本数据和分发优势，结构性淘汰。Cut after individual review because existing alternatives, differentiation, or a credible standalone revenue path were not strong enough.