10000app
10000app #0074 · PMF pre-judgment 75/100 · margin decisions repeat, but Shopify Bundles, native profit reports and spreadsheets are strong substitutes

Higher AOV can hide
a worse contribution margin.

Calculate one redacted bundle in integer cents. Every component keeps its cost basis and source; every fee remains visible. The result is a contribution-margin scenario—not accounting net profit—and no storefront or order data is connected.

Stress-test five components locally核对依据
Free · browser-only

Deterministic bundle cost engine

Contribution gateADD COMPONENT COSTS
Bundle price / list value0 / 0
Component COGS0
Non-COGS costs0
Contribution / margin0 / 0%
Break-even price0
Largest modeled costUNKNOWN
Estimated component rows0
ComponentQuantityUnit cost / listExtended cost / listBasis / sourceEstimated

    Contribution margin is bundle price minus entered component and allocated variable costs. It is not gross profit under your accounting policy, net profit, cash flow, tax, inventory valuation or proof that higher AOV creates more profit.

    Commerce and finance boundary: all inputs stay in this browser; the paid report receives only redacted component aliases, user-entered costs, sources and assumptions. Do not enter customer data, supplier contract text, credentials, order identifiers or personal data. The product does not connect to Shopify, orders, payments or accounting; update prices or inventory; allocate shared overhead; calculate tax; forecast demand; approve a promotion or produce financial statements. An authorized merchant and accountant must validate cost bases, fee rules, refunds, inventory and historical snapshots.

    Source ledger

    Strong native substitutes and the pre-publish cost wedge

    PMF pre-judgment 75/100 · margin decisions repeat, but Shopify Bundles, native profit reports and spreadsheets are strong substitutes

    Shopify · Product bundlesStrong free substitute creates fixed bundles, derives available quantity from components and tracks bundle sales.Shopify · Bundle eligibility and considerationsOfficial considerations include component and bundle behavior; price changes do not always propagate as merchants expect.Shopify · Profit reportsStrong native substitute reports cost and gross profit where cost-per-item data is available.Shopify · Average order valueShopify cautions that increasing AOV does not automatically mean more profit, supporting explicit margin tests.