Commerce-first MVP
Make a product photo look cleaner before you pay to export it.
Upload a product photo, apply quick polish presets, compare before and after, and reserve HD export only if the result feels worth it.
24hMVP target
$8planned HD export
14dto revenue validation
Preview
Before and after
Quality score
--
Polished
Improvement notes
Paid upgrade value
Monetization path
Preview stays free. HD export, pack pricing, and batch workflow stay on the paid path.
Upgrade intent
Capture buyers before payment wiring
Collect seller emails only after they see a useful preview. That keeps payment integration tied to real demand.