A prompt that behaves like a creative brief
A practical prompt framework for product launches, catalog images, lifestyle scenes, and campaign variations with controlled visual detail. Use the generator to turn a visual direction into a prompt with explicit composition, fidelity, and revision boundaries.
- Lead with the product and its non-negotiable physical details.
- Add scene, light, camera perspective, material behavior, and crop in that order.
- Use negative constraints for warped labels, extra objects, and impossible shadows.
Create a polished Product photography with GPT Image 2.5.
SUBJECT
[Describe the subject and defining details]
COMPOSITION & FORMAT
[Framing, hierarchy, and aspect ratio]
LIGHTING & BACKGROUND
[Direction, mood, environment]
PRESERVE
[List the details that must remain unchanged]
DO NOT CHANGE / AVOID
[List explicit edit boundaries and common failures]Frequently asked questions
Why do labels sometimes change?
Make the label a protected detail, provide a clear reference, and request exact preservation of its wording, layout, and proportions.
What is a useful product prompt structure?
Use subject, reference fidelity, environment, lighting, camera, composition, finish, and exclusions.
How many variations should I request?
Start with three to five meaningful changes in angle or setting so comparison remains focused.