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Why references outperform long prompts
Prompts describe. References show. For brand consistency, references are the highest signal.
What to reference
- Brand photography (lighting, mood)
- UI or poster examples (layout)
- Illustration style sheets
A simple loop
- Pick 2–3 references.
- Generate 6–12 variations.
- Keep the best 2 and refine with small edits.
FAQ
Q: How many references is too many?
A: Usually more than 3 adds noise. Start small.
Q: Why did the model copy the reference?
A: You’re over-constraining. Reduce reference strength or mix in a second reference.
Q: Can I keep typography consistent with references?
A: Use references for layout and vibe, but apply final typography in the canvas.