One handoff, with the image attached by context
Copy for AI produces a consistent markdown handoff containing the reference image URL and instructions to treat it as visual direction. Paste it into an AI tool that can fetch or inspect images.
The same handoff is generated by Gather's web app and API, so the wording does not quietly change between surfaces.
Use references as direction, not duplication
The strongest prompt explains what to learn from a reference: information hierarchy, spacing rhythm, palette restraint, typography contrast, or composition. It should not ask for a pixel-for-pixel copy of someone else's work.
- Name the qualities worth carrying forward
- State what should remain original
- Use several references when each contributes a different idea
- Judge the result against the references, not only the prompt
Built for the moment inspiration becomes work
Gather keeps the handoff beside every reference because retrieval is only half the job. The reference becomes valuable when it changes the direction of the thing you are making.
Takeaway
A visual reference is often a more precise design instruction than another screenful of taste words.