BEST PRACTICES
Image to Prompt Best Practices: Use References Without Losing Your Own Idea
Reference images are invaluable when you know what you like but cannot yet name it. The goal is not to reproduce a picture exactly. It is to extract the visual decisions that make it work and use them in a new direction.
Look beyond the main subject
When you upload a reference, pay attention to more than the obvious object or person. Notice where the camera sits, what is in focus, how much empty space surrounds the subject, where the light comes from, and whether the colors feel muted, saturated, warm, or cool. These choices often carry more of the image’s character than the subject itself.
Choose two or three qualities to preserve
Trying to preserve everything makes a prompt rigid and can lead to a generic imitation. Instead, name the few qualities that made you save the image in the first place. They become your creative anchors.
- A quiet overhead composition with lots of breathing room.
- Soft blue-hour light and reflective wet pavement.
- A tactile, handmade surface with imperfect edges.
- A bold, simple color relationship between subject and background.
Replace the rest with your own brief
Once you have your anchors, deliberately change the subject, context, and message. A reference for a perfume campaign might become a skincare still life. A moody street photograph might become the setting for an album cover. The prompt will feel more intentional because the borrowed visual language has a new purpose.
Treat the first prompt as a draft
The first result is a way to test your reading of the reference. If the image captures the composition but not the mood, add more precise lighting or color language. If it has the right atmosphere but the product disappears, strengthen the subject and framing. The best prompts are usually refined through a few focused iterations.