Where should channel contribution data come from?
Last updated: 2026-08-09
Written and reviewed by Seller Profit Guard Editorial Team.
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor.
Marketplace or store report
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 1 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For marketplace or store report, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Settlement statement
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 2 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For settlement statement, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Payment statement
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 3 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For payment statement, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Ad and affiliate report
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 4 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For ad and affiliate report, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Fulfillment invoice
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 5 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For fulfillment invoice, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Product cost ledger
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 6 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For product cost ledger, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Mature return cohort
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 7 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For mature return cohort, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Software bills
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 8 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For software bills, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Support time record
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 9 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For support time record, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Owner and restore record
Use closed marketplace or storefront reports for aggregate revenue and retained orders, settlement and payment statements for fees, ad and affiliate reports for acquisition, fulfillment invoices and seller ledgers for delivery and product cost, mature cohorts for return loss, bills for software, and time records for attributable support labor. Record source owner, report, access date, data-through date, currency, cohort dates, grain, exclusions, and accepted version. Checkpoint 10 in the channel evidence map records channel, product scope, currency, cohort dates, settlement cutoff, return maturity, source version, owner, reviewer, and accepted formula before interpretation.
For owner and restore record, keep retained net revenue, retained orders, product cost, marketplace and payment fees, acquisition and commission, fulfillment, return loss, software, support labor, other cost, target, conflict, backup, stop rule, and restoration as separate evidence fields.
Use invented or approved aggregate values only. Exclude buyer identities, emails, addresses, order rows, account IDs, payment details, bank records, credentials, private invoices, campaign identifiers, and raw exports from the public channel evidence map.
Marketplace or store report: verification test 1
Create one synthetic counterexample for marketplace or store report. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Settlement statement: verification test 2
Create one synthetic counterexample for settlement statement. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Payment statement: verification test 3
Create one synthetic counterexample for payment statement. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Ad and affiliate report: verification test 4
Create one synthetic counterexample for ad and affiliate report. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Fulfillment invoice: verification test 5
Create one synthetic counterexample for fulfillment invoice. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Product cost ledger: verification test 6
Create one synthetic counterexample for product cost ledger. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Mature return cohort: verification test 7
Create one synthetic counterexample for mature return cohort. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Software bills: verification test 8
Create one synthetic counterexample for software bills. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Support time record: verification test 9
Create one synthetic counterexample for support time record. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Owner and restore record: verification test 10
Create one synthetic counterexample for owner and restore record. Change a single revenue, order, fee, acquisition, fulfillment, return, software, support, product-cost, allocation, or target field, retain the prior packet, and show the total-cost, contribution, margin, per-order result, difference, and Block, Review, or Ready effect.
Reconcile the counterexample against closed marketplace or store reports, settlement and payment statements, advertising and affiliate reports, fulfillment invoices, product ledgers, a mature return cohort, software bills, support time records, target approval, owner, reviewer, protected baseline, stop trigger, and restored result.
Explain why the test does not prove demand, conversion, incrementality, causality, lifetime value, payout timing, overhead coverage, accounting income, tax, or universal channel superiority.
Sales Channel Contribution Data Sources: evidence exercise 1
Reperform marketplace or store report with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Sales Channel Contribution Data Sources: evidence exercise 2
Reperform settlement statement with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Sales Channel Contribution Data Sources: evidence exercise 3
Reperform payment statement with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Sales Channel Contribution Data Sources: evidence exercise 4
Reperform ad and affiliate report with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Sales Channel Contribution Data Sources: evidence exercise 5
Reperform fulfillment invoice with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Sales Channel Contribution Data Sources: evidence exercise 6
Reperform product cost ledger with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Sales Channel Contribution Data Sources: evidence exercise 7
Reperform mature return cohort with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Sales Channel Contribution Data Sources: evidence exercise 8
Reperform software bills with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Sales Channel Contribution Data Sources: evidence exercise 9
Reperform support time record with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Sales Channel Contribution Data Sources: evidence exercise 10
Reperform owner and restore record with invented organic marketplace and paid owned-store cohorts. Hold currency, closed dates, retained-revenue definition, retained-order definition, settlement cutoff, return maturity, product scope, cost rules, and evidence controls constant where comparison requires them.
Archive the accepted packet before varying the field. Explain the resulting total channel cost, total contribution, contribution margin, revenue per retained order, cost per retained order, contribution per retained order, A-minus-B difference, decision, monitoring trigger, and restoration path.
The exercise remains educational and source-linked. It does not recommend a channel, hardcode a rate, prove attribution or causality, approve a migration, or replace market-, plan-, payment-, campaign-, contract-, tax-, accounting-, demand-, or operations-specific review.
Use source precedence for each cost class
Public platform documentation defines fee, revenue, order, attribution, and report concepts. Current account statements, bills, provider records, ad reports, affiliate reports, invoices, time records, and seller ledgers determine the applicable amounts. Preserve both layers because a public category does not prove the seller's exact configuration.
For every source record owner, URL or report name, access date, data-through date, market, currency, cohort dates, attribution window, settlement cutoff, return maturity, fee or cost base, accepted version, and reviewer. If the account evidence conflicts with the public definition, Block until the interpretation is documented.
Use approved aggregate values in public content. Buyer names, emails, addresses, order IDs, payment details, account identifiers, bank records, credentials, private invoices, campaign identifiers, and raw exports stay outside the active site.
Build allocation evidence for software and labor
A subscription, app, listing program, content tool, or shared operations system needs an explicit allocation numerator, denominator, period, and channel-use rationale. Retained orders, retained units, revenue, active listings, or measured usage can be valid bases when the seller explains why.
Support and operations labor needs a documented time method and rate. Distinguish direct ticket handling, disputes, listing work, moderation, campaign operations, fulfillment coordination, and general business overhead. Include only the scope the comparison declares.
Sensitivity-test the allocation when volume is unstable. An arbitrary denominator can reverse the apparent channel winner even when revenue and direct fees are correct.
Sources and further reading
- Etsy Help: Payment Account: Official sales, fee, tax, credit, seller-service, and shipping-label balance context.
- Etsy Help: seller fees and taxes: Official fee-category, base, payment-processing, advertising, conversion, and regulatory context.
- Shopify Help: types of charges: Official Shopify subscription, app, shipping, and transaction-charge context.
- Shopify Help: profit reports: Official cost-per-item, net-sales, discount, refund, gross-profit, and report-timing boundaries.
- Shopify Help: analytics fields: Official sales, discounts, returns, shipping, tax, and cohort-field definitions.
- TikTok Ads: Shop Ads reporting: Official Shop Ads reporting and attribution context.
- TikTok Ads: Gross Revenue for Shop Ads: Official distinction needed when bridging platform revenue to seller-retained revenue.
- TikTok Ads: affiliate creatives: Official Ads x Affiliate, creator authorization, and commission context.
- Seller Profit Guard methodology: Evidence, privacy, calculation, review, correction, and restoration controls.
Related Seller Profit Guard tools
- Sales Channel Contribution Calculator: Compare two closed aggregate channel cohorts.
- Marketplace Fee Comparison Calculator: Compare complete fee packets for one retained order.
- Marketplace Price Parity Calculator: Reverse-solve prices for a common contribution target.
- Contribution Margin Calculator: Model one retained-order contribution packet.
- Methodology: Review evidence, privacy, calculation, release, correction, and restoration.
- Data Privacy: Protect seller, buyer, order, payment, account, bank, and raw export data.
- Sales Channel Contribution Formula and Inputs: Build comparable closed channel cohorts from retained net revenue, retained orders, all declared costs, targets, evidence, and restoration.
- Organic Marketplace Contribution Example: Reperform an invented organic Etsy cohort through retained revenue, costs, total contribution, margin, per-order contribution, target, and rollback.
- Paid Owned-Store Contribution Example: Model a paid Shopify cohort with payment, acquisition, fulfillment, return, software, support, and product-cost evidence.
- Sales Channel Contribution Mistakes: Diagnose revenue, retained-order, date, attribution, return, software, support, payout, allocation, denominator, and interpretation errors.
- Sales Channel Contribution Thresholds: Separate structural Block, economic Review, narrow Ready, volume context, override authority, stop rule, monitoring, and restoration.
- Compare Organic Marketplace and Paid Store Contribution: Align cohort grain and isolate fees, acquisition, fulfillment, returns, software, support, volume, and unit-economics differences.
- Monthly Sales Channel Contribution Routine: Turn the calculator into a repeatable close, reconciliation, allocation, return-maturity, review, exception, monitoring, and rollback cadence.
- Interpret Sales Channel Contribution Results: Read contribution, margin, and contribution per order without inferring demand, causality, lifetime value, payout, accounting, tax, or superiority.
- Sales Channel Contribution Audit Template: Preserve cohort identity, dates, sources, revenue, orders, every cost, formulas, targets, decision, owner, review, backup, stop, and restoration.
Next step: Open Seller Profit Guard.
This is operational planning help, not tax, accounting, legal, financial, or platform-policy advice. Review the Terms and disclaimer, and verify current platform rules and fee assumptions before changing prices.