Case study — 02 / 06
FlipScan AI
RoleDesign, development, growth
StackLovable · Supabase · Dodo Payments
StatusGrowing — early users
CategorySaaS product
The brief
Resellers guess at pricing constantly, and a wrong guess costs either the sale or the margin. FlipScan needed to turn a photo and a few details into a defensible number, fast enough to use while standing in a thrift aisle.
The approach
Built the scan flow mobile-first with a single input step, then layered comparable listings underneath the estimate so the number always shows its work. Growth is running on the same loop as the product: ship, measure, iterate.
“A price is only useful if the person reading it believes where it came from.”