Category Hypothesis
Apps and services that reduce messy operational work around pricing, ERP/channel sync, chargebacks, support, and conversion workflows.
Signal Summary
- Pricing is the strongest local pain cluster: 18 stored signals, average score 47.6.
- Support is the second cluster: 6 stored signals, average score 34.8.
- Integration and conversion both have 4 stored signals in the latest run.
- Product trend, competitor, and pain signals can be combined into a weekly merchant/app opportunity score.
Three Sellable Angles
1. Stop paying for three apps to fix one checkout problem
Merchants complain when checkout, cart, subscriptions, and discount logic require too many separate tools.
2. Chargebacks are not just a payment issue
Operators describe the manual work after disputes: evidence, customer context, order history, and support notes.
3. ERP/channel sync is still painful for small teams
Inventory and order sync problems create support load, fulfillment mistakes, and founder anxiety.
Recommended First Experiment
Create one public post and one direct founder message around the chargeback/manual-work angle. It is specific enough to attract ecommerce operators, and broad enough to sell either research, automation, or agency support.
Start a Paid Brief
Create a free account first, then send one Shopify category, target customer, product niche, and 1-3 competitors after checkout. The current Stripe link is the $99/month starter subscription.
Create free account