Product images have a higher bar than art. Your product must look like your product. This guide covers what to check. Tools and terms change, so test current versions and read each licence.
Criteria that matter
- Accuracy: does the tool keep your logo, shape and colors intact?
- Editing from a real photo: starting from your own shot is safer than generating from scratch.
- Lighting and shadows: do they look believable on your product?
- Licensing: check commercial terms before use.
Tools to test
Gemini’s image editing is popular for background changes on real photos. See Gemini prompts and background replacement prompts. ChatGPT also supports photo edits. See ChatGPT image prompts. For more options, see Adobe Firefly alternatives.
Always review the output
Zoom in on labels, hands and edges. Reject any image that changes your product, and disclose AI use where required. See AI images and commercial use.
Product photo prompt packs
Product Photography Prompt Vault
UGC Ad Script Prompts
Holiday Campaign Prompt Pack
See all comparisons in our tool alternatives guide.
