01
Upload assets, get shots
Product, background, and model images can all become the starting point.
reference image to ads
Stop starting from blank prompts. Upload the image, product, or moodboard that already feels right, then generate new ad visuals, posters, and social assets around it.
Reference





Generated outputs
01
Product, background, and model images can all become the starting point.
02
A clear visual direction means fewer random attempts.
03
Style, lighting, and composition follow the reference.
Case examples
Case breakdown
The same look can continue into front, side, back, detail, and full-body shots.
Reference

Reference to multi-angle editorial
The workflow keeps the beige jacket, lace layering, sunglasses, and soft-light mood, then generates front, back, side, and full-body views for lookbook and ecommerce review.
Reference

Style replication and detail images
Starting from a black-and-white leather coat reference, the workflow generates back, front, side, and leather belt detail views for showing material, silhouette, and styling.
Why it works
Teams usually know what they like, but turning that into a stable prompt is hard. Reference-led generation lets the system read the visual difference directly.
Use an ad sample, competitor style, product image, or moodboard.
Specify whether you need a poster, social cover, ad image, or video starting frame.
Move usable results into the canvas for edits, resizing, background work, and motion.
Turn abstract taste into ad visuals that can be generated, compared, and edited.
The goal is to understand the visual direction and create a new image. Always confirm rights and platform rules before commercial use.
Yes. Use the product image as the subject and another reference as the visual or scene direction.
Yes. It can generate ad backgrounds and visual directions, while final typography and layout should still be reviewed.