How Product to Model works, and why there is no prompt box

This tool takes one product photo — flat-lay or already worn — and returns a photo of a person wearing that exact garment. You never type a prompt, because the instructions sent to the AI are written into the system and are the same on every run.

Why there is no prompt box

A free-text prompt gives you freedom and hands you all of the responsibility. One missing sentence is a garment quietly redesigned. We fixed the instructions instead, and spent the screen space on buttons that pick from prepared libraries. Someone who has never used an AI tool can get a usable result on the first try, and today's output rests on the same instructions as next month's.

What the system locks down for you

Every run carries the same garment-fidelity rules:

• Print artwork, any lettering on it, and its spelling stay as they are
• Silhouette, neckline, hemline and fabric texture stay as they are
• No redesigning, no restyling, no simplifying any part of the garment
• No inventing a brand tag that does not exist on the product
• The model's gender and age range are pinned to the garment rather than left to the AI

That last rule comes from a real failure during testing: an open-ended instruction once cast a female model in a men's size L shirt, and once lit the scene with coloured stage lights that shifted the product's colour — which defeats the whole exercise, since accurate colour is what prevents returns.

What you choose

• The person — pick from the library, or let the system design one from the product itself
• The scene — pick from the Thai and international libraries, or let the system stage it
• The pose — including back-facing poses, which tell the system the lens is seeing the back of the garment
• The framing — full body, half body, or close-up on fabric and stitching
• Styling pieces — up to 3, such as a bag or shoes

What a back-facing pose does

Choosing a pose turned away from the camera adds a second instruction set: the surface the lens sees is the back of the garment, plus two rules that matter a great deal — never mirror the front print onto the back, and never invent a print, lettering or seam on the back that no reference photo shows. Where the back is not shown, it stays plain.

Credits

• Standard: 2 credits per image
• Premium: 5 credits per image, with visibly finer detail — fabric weave and facial detail are legible
• Styling is charged in steps: 1 piece adds 1 credit; 2 or 3 pieces both add 2 credits