Best GPT Image 2 Prompts
GPT Image 2 prompts work best when they clearly describe the subject, scene, style, lighting, and output goal for the image.
Prompt examples
Realistic portrait prompt
Create a realistic portrait with soft natural light, clear skin detail, shallow depth of field, and an editorial magazine photography style.
Best for profile photos, personal branding, and editorial portraits.
Product photo prompt
Create a premium studio product shot of a matte black skincare bottle on a soft beige background with natural shadows and clean editorial lighting.
Best for ecommerce visuals, landing pages, and paid ads.
Poster or ad creative prompt
Design a bold advertising poster with a clear focal subject, dramatic contrast, clean layout spacing, and campaign-ready visual hierarchy.
Best for posters, launch graphics, and social campaigns.
Background replacement prompt
Keep the subject unchanged, replace the background with a clean white studio scene, and preserve natural product shadows.
Best for product edits, ecommerce cleanup, and studio-style outputs.
Stylized or anime prompt
Turn this portrait into a polished anime-inspired illustration while preserving the expression, pose, and original composition.
Best for character art, stylized portraits, and creative variations.
Image editing prompt
Improve product edge detail, make the lighting more natural, and remove distracting small objects from the frame.
Best for retouching, cleanup, and commercial-ready refinements.
Five prompt-writing rules
- Say what subject you want first
- Then describe the scene or background
- Add style and lighting direction
- Explain framing or the intended use of the image
- Use reference images when consistency matters
Related pages
FAQ
What makes a good GPT Image 2 prompt?
A strong prompt clearly describes the subject, scene, style, lighting, and output goal.
Are longer prompts always better?
No. Clear and specific prompts usually perform better than bloated prompts with too many loose ideas.
When should I use a reference image?
Use a reference image when you need stronger consistency for people, products, composition, or art direction.