A Reusable Prompt Template for AI Image Generation
If you have ever typed a vague prompt into an AI image generator and got something random back, the fix is usually structure, not luck. Here is the template I use for predictable results. The template [sub
If you have ever typed a vague prompt into an AI image generator and got something random back, the fix is usually structure, not luck. Here is the template I use for predictable results.
The template
[subject], [setting], [lighting], [camera / composition], [style], [color palette]
Example:
ceramic coffee mug, minimal wooden desk, soft morning window light, top-down shot, clean product photography, warm beige tones
Why each part matters
- Subject first, so the model anchors on the main object.
- Setting gives context and avoids blank or random backgrounds.
- Lighting has the biggest effect on realism: "soft window light", "studio softbox", "golden hour".
- Camera / composition controls framing: "close-up", "top-down", "wide angle", "rule of thirds".
- Style sets the look: "product photography", "flat illustration", "watercolor".
- Color palette keeps a series consistent.
Tips
- Change one slot at a time when iterating, so you know what caused the difference.
- Keep a small prompt library in a text file and reuse the structure across a campaign.
- Keep text on the image short; most models still struggle with long lettering.
- For motion, the same structure works for image-to-video prompts if you add a camera move such as "slow push-in".
I tested this template with Freepik AI, which also handles image-to-video and text to speech, but the structure works with any image model.
What slots would you add to the template?
Originally published by Dev.to AI. Aggregated on AIWithGhost for educational purposes — full credit and traffic to the original publisher.