GPT Image 2 Prompts

Discover the prompt behind every image you want to recreate.

Most prompt lists show you a wall of text before you know whether any of it is useful. This GPT Image 2 prompt collection works visually: browse the finished images first, then open the prompt behind the result that catches your attention.

Explore trending examples for posters, portraits, product photography, advertisements, illustrations, infographics, editorial layouts, character designs, social media graphics, and more. New discoveries from public creator communities are added regularly, giving you fresh ideas across realistic, commercial, artistic, minimal, cinematic, and experimental styles.

Open any image to read its full prompt, explore related results, download the example when available, or select Use Idea. GPTProto will carry the prompt into the image generator, where you can change its subject, written text, product, composition, colors, style, or reference images. Once you have created your version, you can also use it as the starting point for an image-to-video generation.

1. Start with the image’s purpose. Specify whether you need a poster, product hero image, advertisement, portrait, thumbnail, infographic, editorial layout, or social media graphic.

2. Describe the composition deliberately. Include the camera angle, subject placement, framing, background, negative space, and aspect ratio instead of relying only on a visual style.

3. Use exact subject and product details. Replace vague descriptions with specific materials, colors, proportions, clothing, environments, audiences, and brand characteristics.

4. Write required text exactly. Put headlines, labels, and calls to action inside quotation marks. Specify their position, hierarchy, relative size, visual style, and whether additional text is allowed.

5. Give every reference image a clear role. Explain which image controls the identity, clothing, product, composition, color palette, or style rather than asking the model to simply combine them.

6. State what must remain unchanged during edits. When modifying an existing image, protect important details such as the face, pose, product shape, logo, layout, lighting, or camera perspective.

7. Refine one problem at a time. If the composition already works, request a targeted correction such as fixing the headline or replacing the background. Rewriting the entire prompt may remove successful details.