The short version
- Thumbnail concepts should be readable at small size. These prompts favor a single focal subject, clear contrast and negative space for type added later in an editor.
- For visual work, treat the prompt as an art direction brief. A good reference image or edit pass can matter more than extra adjectives. If a model adds unreadable type, remove it and set final typography in a design tool.
Thumbnail concepts should be readable at small size. These prompts favor a single focal subject, clear contrast and negative space for type added later in an editor.
For visual work, treat the prompt as an art direction brief. A good reference image or edit pass can matter more than extra adjectives. If a model adds unreadable type, remove it and set final typography in a design tool.
How to use this collection
Pick the task closest to your work. Copy the prompt, replace the generic scene or code context with your own facts, and keep the constraints that help you judge the result. Change one variable at a time so you can tell what improved.
The approach follows the OpenAI image generation guide: provide concrete context and inspect the output rather than assuming a polished first pass is correct.
Editorial photograph prompts
These directions use editorial photograph to change the composition while keeping the subject specific.
1. A recipe reveal
Create one image of recipe reveal. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
2. A coding tutorial
Create one image of coding tutorial. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
3. A travel guide
Create one image of travel guide. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
4. A home renovation
Create one image of home renovation. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
5. A fitness technique
Create one image of fitness technique. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
6. A gadget review
Create one image of gadget review. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
7. A craft project
Create one image of craft project. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
8. A book discussion
Create one image of book discussion. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
9. A science explainer
Create one image of science explainer. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
10. A garden makeover
Create one image of garden makeover. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.

Product or object study prompts
These directions use product or object study to change the composition while keeping the subject specific.
11. A recipe reveal
Create one image of recipe reveal. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
12. A coding tutorial
Create one image of coding tutorial. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
13. A travel guide
Create one image of travel guide. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
14. A home renovation
Create one image of home renovation. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
15. A fitness technique
Create one image of fitness technique. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
16. A gadget review
Create one image of gadget review. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
17. A craft project
Create one image of craft project. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
18. A book discussion
Create one image of book discussion. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
19. A science explainer
Create one image of science explainer. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
20. A garden makeover
Create one image of garden makeover. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.

Graphic illustration prompts
These directions use graphic illustration to change the composition while keeping the subject specific.
21. A recipe reveal
Create one image of recipe reveal. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
22. A coding tutorial
Create one image of coding tutorial. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
23. A travel guide
Create one image of travel guide. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
24. A home renovation
Create one image of home renovation. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
25. A fitness technique
Create one image of fitness technique. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
26. A gadget review
Create one image of gadget review. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
27. A craft project
Create one image of craft project. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
28. A book discussion
Create one image of book discussion. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
29. A science explainer
Create one image of science explainer. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
30. A garden makeover
Create one image of garden makeover. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
What to check before you use the result
For visual work, treat the prompt as an art direction brief. A good reference image or edit pass can matter more than extra adjectives. If a model adds unreadable type, remove it and set final typography in a design tool.
If the output misses the task, shorten the prompt and specify the missing fact or constraint. Keep a record of the version you used so the final asset or code change can be reproduced.
Further reading
Continue with a related guide
Put it into practice
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