Virtual Styling Playbook
How to write prompts for
an AI clothes changer.
Why typing 'put me in a suit' produces flat textures—and how adding fabric weave, lapel cut, and preservation cues gives you studio-grade virtual try-on results.
4-Part Formula
Combine garment cut, fabric texture, color, and an identity lock
When an AI clothes changer edits a reference photo, it needs to know how stiff or fluid the new garment should behave under gravity. Naming the exact textile (such as 'heavyweight 12oz raw denim', 'brushed flannel', 'fine merino rib knit', or 'matte Mulberry silk') tells the model how sharp the creases should be and how light should reflect off the surface.
- Cut & Silhouette: single-breasted blazer, relaxed drop-shoulder hoodie, bias-cut midi dress, high-waisted pleated trousers
- Fabric & Weave: Italian virgin wool, cable-knit cashmere, crisp cotton poplin, washed linen, waterproof Gore-Tex shell
- Preservation Lock: Always end with 'keep face, hair, pose, hands, and background lighting unchanged'
Weak vs. studio-grade AI outfit changer prompts
| Style Goal | Vague Prompt (Avoid) | High-Realism Prompt (Recommended) |
|---|---|---|
| Business Headshot | Put me in a suit | Change top to a tailored charcoal wool blazer over a crisp white dress shirt, keep face and lighting unchanged |
| Casual Autumn Knit | Change to a beige sweater | Swap top into an oatmeal cable-knit cashmere crewneck sweater with ribbed cuffs, natural fabric drape |
| Summer Resort Linen | Green shirt | Replace shirt with a relaxed sage-green washed linen camp-collar shirt with rolled sleeves, keep pose intact |