Free tool
Free Etsy & Shopify shop critique. Real photo consistency analysis in 30 seconds.
Paste your shop URL. We analyze your real listing photos for background, lighting, shadow, color, and dimension consistency — then show you exactly what's holding your catalog back. No login required.
We analyze publicly visible photos only. No login. Your URL is not stored after analysis. By submitting you agree to our privacy policy.
30-second analysis
Paste your shop URL and get a consistency score across your first listings.
Real photos only
We assess your actual product photos — never generated images.
No login, not stored
Your shop URL is not stored after analysis. Privacy-first by default.
FrameOnce works with your real product photos, enhanced for consistency — they are never generated. See our real-photos policy.