GPT Image 2 Prompt Guide: Product, Portrait, and Flatlay Prompts
I use GPT Image 2 prompts when I want strong first-pass commercial frames. This list is what I keep pinned—plus notes on when I switch to Nano Banana 2.
Prompt formula
subject + materials + angle + light + background + commercial constraints + no-text
Product prompts
1. Sneaker packshot
Premium sneaker product photo on pure white seamless, three-quarter angle, softbox, crisp edges, ecommerce catalog, no text overlay
2. Gloss bottle
Amber glass dropper bottle, centered, white background, soft reflection, beauty product photography, accurate silhouette
Flatlay prompts
3. Skincare marble
Skincare flatlay on white marble, overhead soft daylight, neat arrangement, lifestyle ecommerce, no logos invented, no text
Portrait prompts
4. Natural headshot
Natural light portrait, soft smile, 85mm look, realistic skin, neutral backdrop, photoreal, no beauty distortion
When I switch to Nano Banana 2
Same face across 10 SKUs, reference-heavy lookbooks, or virtual try-on stacks. See /blog/gpt-image-2-vs-nano-banana-2-product-shots.
Generate here
GPT Image 2 Generator · Nano Banana Generate
FAQs
Are GPT Image 2 prompts same as ChatGPT image prompts?
Close—always add commercial constraints.
Why warped labels?
Ask for exact silhouette and forbid invented text.
Banana or GPT for catalogs?
Test both; Banana when identity continuity matters.
Need negative prompts?
Short do-not lines are enough.
