Clarify opaque Shopify payouts for small founders, research-first approach

Clarify opaque Shopify payouts for small founders, research-first approach targets a $480M = 4,000,000 Shopify stores x $120 ACV. Assumes broad availability to all Shopify merchants and a low-touch $10/mo plan or equivalent annual fee for basic reconciliation plus premium plans. total addressable market with medium saturation and a year-over-year growth rate of Shopify merchant base grew mid-to-high single digits annually; payout complexity rises with larger merchant volumes and more payment-processor products, making demand for reconciliation tools steady to growing..

Key trends driving demand: Shopify merchant growth -- more small stores means more aggregate demand for lightweight bookkeeping tools; Founder-as-bookkeeper -- many micro-merchants handle their own accounting, raising demand for simple, self-serve reconciliation; Accounting automation adoption -- growing comfort with SaaS integrations to Xero/QuickBooks lowers friction for connected payout tools; Payment-processing complexity -- reserves, reserve releases, chargebacks and split payouts increase opaque adjustments that need explanation.