When choosing an AI image tool, start with the use case: social media images, e-commerce images, avatars, posters, illustrations. Then look at licensing, control, resolution, batch processing, and editing features. Free trials matter more than specs.
For social media images, you need speed and commercial rights; for e-commerce, consistent white backgrounds, models, and scenes; for posters, text layout. Test three tools with the same prompt and compare consistency and style coverage.
Confirm whether generated images can be used commercially, whether attribution is required, any training data controversies, and platform liability. Avoid generating well-known IP, celebrity faces, and trademarks. Keep generation records and license notes before commercial use.
Good tools support inpainting, outpainting, background removal, and lighting adjustments. E-commerce requires batch background replacement and resizing. If you can only regenerate from scratch each time, downstream costs will be high.
Not necessarily. Check the specific terms; some free tiers are for personal use only. Confirm the license scope before commercial use and buy a commercial license if needed.
Don't input well-known IP, celebrities, or brand logos. Use commercially licensable models and assets, and manually review outputs for high similarity to existing works.
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