Product Photo Critique is a free AI tool that reviews your uploaded product photo and flags clutter, shadow problems, and lighting issues before you use it on a listing or ad. It's built for Shopify, Etsy, Amazon, and resale sellers who shoot on their phone and want a quick second opinion before publishing.
What the critique covers
The AI looks at your background for distracting clutter, checks whether shadows fall naturally or look messy, and flags lighting that's too dim, too harsh, or mismatched in color temperature. It also notes if the product is off-center, cropped oddly, or hard to see clearly. Each issue comes with a specific fix, not just a vague score.
Tips for a useful critique
Upload the photo you're actually planning to use, not a cropped or filtered version, so the AI can catch real issues. Take the photo in the lighting condition you normally shoot in so the feedback matches your real setup. If you shoot multiple angles, run each one through separately since shadows and clutter can differ shot to shot.
Who this helps
Etsy sellers can check a candle or ceramic mug photo before adding it to a listing with dozens of similar SKUs. Amazon FBA sellers can pre-check a shot against white-background compliance issues like shadow clutter before submission. Depop and Poshmark resellers can get a fast read on a flat-lay tee photo between listings without waiting on a full edit.