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GPT Image 2 prompt guide

GPT Image 2 is OpenAI’s image model, and the one to pick when the picture has to carry words: posters, packaging, menus, slides and signs. Write it like a brief: what the image is for, the scene, the subject, the exact text, then what must not change.

What GPT Image 2 takes

The order to write a prompt in

  1. What the image is for: an ad, a poster, a menu, a product shot. It sets how polished the result looks.
  2. The scene and the subject: setting, materials, light, framing and the medium (photo, illustration, 3D).
  3. The text, word for word in quotes, with its style, colour and place: a bold white headline across the top.
  4. The limits: what must stay as it is, and "no extra text or logos".

Tips

Example prompts

Poster
A concert poster for a jazz night. A saxophone player silhouetted against a deep blue spotlight, smoky club atmosphere. At the top, large bold cream letters: "BLUE HOUR SESSIONS". At the bottom, smaller: "FRIDAY 9 PM · THE CELLAR". Text exactly as written, no extra characters or logos.
Product packaging
A photorealistic product shot of a matte green coffee bag standing on a wooden counter, morning light from a window. The front label reads "MOUNTAIN ROAST" in a clean serif font, with "Single origin · 250 g" below it. No other text.
Edit
Change the sign above the shop door to read "OPEN LATE" in red neon letters. Keep everything else the same: the building, the people, the light and the camera angle.