AI Image Generators: What to Look For Before You Choose
AI image generators can produce illustrations, product mockups and social graphics in seconds, but they are not interchangeable. Differences in style, control, text rendering and licensing decide whether an image is usable for your project.
Image quality and style range
Test the same prompt on each tool and compare realism, composition and consistency. Some excel at photorealism, others at illustration or stylized art. Check how well they render hands, faces and text, which remain common weak spots.
Control and editing
- Can you edit part of an image instead of regenerating it?
- Can you upload a reference image for style or composition?
- Are aspect ratios and high resolutions supported?
- Can you keep a character or product consistent across images?
Licensing and commercial use
Read the terms: who owns the output, whether commercial use is allowed and whether the vendor protects you against copyright claims. For client work, document the tool and license used.
Safety and ethics
Avoid generating images of real people without consent, do not imitate living artists’ names to copy their style and label AI imagery where audiences would expect disclosure. Watch for built-in watermarking or content credentials.
A quick decision guide
- Marketing visuals: prioritize licensing and brand consistency.
- Product mockups: prioritize editing and reference-image control.
- Hobby and ideas: prioritize price and ease of use.
