GPT Image prompt library
GPT Image Prompts with Real Generation Examples
This page connects GPT Image prompts to the images they actually produced. Instead of copying an untested text list, you can compare portraits, product shots, posters, social visuals and illustrations before opening the full prompt.
GPT Image responds well to a complete natural-language brief. Strong prompts define the subject, purpose, composition, camera view, lighting, materials, palette, required copy and the mistakes that must not appear.
How to use GPT Image prompts
Pick the closest finished image
Judge composition and finish first. A template already close to the intended output usually needs fewer edits.
Turn it into your own brief
Replace the person, product, action, environment, brand colors and copy while keeping proven camera, lighting and layout instructions.
Generate, compare and refine
Create a small batch, select the closest result and add constraints for one visible problem instead of rewriting everything.
Real GPT Image prompts and outputs
Every item below has a real image. Open a result to copy the full prompt and use an available model to create a new version.
![A tourist poster of [CITY / LOCATION] in vibrant marker art](/_next/image?url=https%3A%2F%2Fpub-c63007d390234d64a94ea33acc7ed30e.r2.dev%2Fgpt-image%2FwG4GTtsAMJ4F0uCj.jpg&w=3840&q=75)
![[STYLE]
Monochrome grayscale illustration, 3D-rendered chara](https://pub-c63007d390234d64a94ea33acc7ed30e.r2.dev/gpt-image/VpFzuCKYA7oabuHu.jpg)
![Create a stylized illustration of [character_name] from [fra](https://pub-c63007d390234d64a94ea33acc7ed30e.r2.dev/gpt-image/yvA-k0r_k53Akc4R.jpg)
![Create a stylized illustration of [character_name] from [fra](https://pub-c63007d390234d64a94ea33acc7ed30e.r2.dev/gpt-image/deO2KLnCQkcW_WG3.jpg)
![Simply replace [OBJECT]:✨
“Create a technical infographic o](https://pub-c63007d390234d64a94ea33acc7ed30e.r2.dev/gpt-image/_xjsD5jOsgOqIw_9.jpg)
![Replace [OBJECT]:
“Create a technical infographic of [OBJEC](https://pub-c63007d390234d64a94ea33acc7ed30e.r2.dev/gpt-image/VBaufEIVB26qhkLk.jpg)
![Create a technical infographic of [OBJECT] with a 45-degree](https://pub-c63007d390234d64a94ea33acc7ed30e.r2.dev/gpt-image/IdJbZJ2fDRLy-zpCd9RdS.jpg)
![Based on [TOPIC], create a high-quality vertical “encycloped](https://pub-c63007d390234d64a94ea33acc7ed30e.r2.dev/gpt-image/g8oNrgm6ullAm93G.jpg)
![高端日系时装杂志封面感插画，主体为[Subject]，竖版 9:16，极简现代二次元时装插画风，精致赛璐璐上色，干净锐利](https://pub-c63007d390234d64a94ea33acc7ed30e.r2.dev/gpt-image/wDyqRHu6tZGYLnxUiQ_Pu.jpg)
![____________________
TEAM_COUNTRY = [CHANGE COUNTRY]
PLAYER](https://pub-c63007d390234d64a94ea33acc7ed30e.r2.dev/gpt-image/QMG40B1FlGKAoV4n.jpg)
What to include in a GPT image brief
Start with the use case
Say whether the asset is an ecommerce hero, vertical ad, social cover, film poster or character sheet. Use case determines aspect ratio, whitespace, hierarchy and safe copy areas.
Make composition observable
Specify close-up, half body, wide shot, overhead, low angle, symmetry, rule of thirds or negative space, plus how much of the frame the subject occupies.
Protect product structure
Describe shape, material, packaging, label direction and brand elements that cannot change. With a reference, ask the model to preserve proportions while changing only set and lighting.
List likely failures in advance
Use a short targeted list: no extra products, gibberish, watermark, cropped subject or plastic skin. Relevant constraints work better than a generic negative library.
Practical GPT Image limitations
- Exact typography, long copy and tiny labels need human review.
- Identity and product details may drift across repeated edits.
- Brands, people and protected characters can create trademark, likeness and copyright risk.
GPT Image prompt FAQ
Is a GPT Image prompt the same as a ChatGPT prompt?
Both use natural language, but an image prompt needs visual subject, composition, lighting, materials, color, ratio and constraints rather than only a conversational task.
Can I write GPT Image prompts in Chinese?
Yes. Clear Chinese works well, and design terms can be mixed with English when convenient. Avoid contradictory instructions.
How can I reduce broken text?
Quote the exact words, specify language, position and hierarchy, keep copy short and proofread every commercial output.
May I copy these prompts?
Yes. Replace names, products, brands, colors and use cases with your own requirements rather than treating every variable as fixed.
Do failed generations use credits?
The intended rule is to charge for successful output. A model or channel failure should not make a user pay for no result; always check the returned status.