Today · Commerce · Urgency 8/10
Returns autopilot for solo Shopify sellers
- The person
- Solo Shopify sellers doing 50 to 300 orders a month, drowning in manual refund decisions every Sunday night.
- Why now
- New commerce APIs plus cheap reliable models make an inbox-native agent that drafts each refund decision feasible for one developer this quarter.
- Competition
- Loop ReturnsSeries Bbuilt for mid-market, high floor pricingAfterShipGrowthtracking first, decisions are an afterthoughtManual + emailEverywherethe real competitor, and it is losing
- Market
- TAM$4.2BSAM$610MSOM$38M