Executive Summary

Merchants pay affiliates on conversion but refunds later create overpaid commissions and manual chargebacks. Build a ledger-first payouts system that tracks obligations, reserves funds, and automates clawbacks and reporting. Affiliate and marketplace volumes are growing, and payment platforms now expose programmatic balances and payout controls, for example Stripe Connect and its Balance and Transactions APIs, which enable real-time holds and refunds. Modern event streaming and workflow tools like Kafka or Temporal make building an auditable, event-sourced ledger tractable. Regulators and tax reporting rules require precise transaction histories for 1099s and VAT compliance, increasing demand for accurate payout records. The devto use case, where a 30 percent commission is paid then refunded weeks later, illustrates how frequent and costly this gap is for merchants today. Design a canonical event-sourced ledger that records 'commission obligation' events at conversion, settlement scheduling, and final settlement or clawback on refund, integrating with payment rails like Stripe Connect and accounting systems. This ledger-first approach creates a single source of truth that supports automated holds, partial reversals, dispute workflows, and audit trails. The source anecdote - paying 30 percent then dealing with a refund weeks later - shows the frequency and financial delta that a ledger can encode and reconcile reliably. By capturing transaction state at event time and tying it to payout policies, the product can reduce manual work and supply a defensible data moat of historic payout and reversal patterns for fraud prediction and partner scoring.

Market Opportunity

Affiliate refund reconciliation - ledger first design to claw back commissions targets a $12.0B = 5M e-commerce merchants x $2400 ACV. Assumes 5M active merchants worldwide who would pay an average of $2.4k/year for payouts, reconciliation, and accounting integrations bundled as SaaS. total addressable market with medium saturation and a year-over-year growth rate of 14% annual growth in payments/reconciliation tooling demand, tracking e-commerce growth and affiliate program expansion.

Key trends driving demand: Affiliate program growth -- more merchants run partner programs so absolute volume of payouts and refunds rises, increasing reconciliation needs.; Real-time payments APIs -- payment platforms expose balance and payout controls that enable automated holds and reversals when integrated with a ledger.; Marketplace and gig economy expansion -- platforms with complex multi-party payouts need fine grained obligation tracking to avoid disputes.; Increased regulatory scrutiny -- stricter tax and reporting requirements make auditable payout histories mandatory for compliance..

Key competitors include Refersion, Impact.com, Tapfiliate, FirstPromoter, Stripe Balance + Connect (adjacent).

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Affiliate refund reconciliation - ledger first design to claw back commissions

Executive Summary

Market Validation

Market Opportunity

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