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Step 1: Lock the product reference
Start with one clean photo of the product. This becomes the reference that keeps the item on-model across every shot. A plain, well-lit photo references better than a busy lifestyle one.
Use case · Shopify product video AI
A Shopify listing needs clean product visuals with a consistent presenter. Here is the exact sequence we ran to produce an ecommerce-ready hero from one character and one product photo.
socialAF research pipeline·Generated June 1, 2026

What we ran
A clean white-background ecommerce hero pairing the saved character with the referenced product rendered at 2 credits, product-forward and listing-ready.
We generated the product-forward hero against a smooth white sweep, the format a Shopify listing actually uses. The product stayed on-model and the presenter matched the rest of the brand set, so the listing and the ads share one face.
How to reproduce·generate_image with the saved character plus product reference. Prompt gist: clean ecommerce hero on a white sweep, product-forward, 4:5.
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Start with one clean photo of the product. This becomes the reference that keeps the item on-model across every shot. A plain, well-lit photo references better than a busy lifestyle one.
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Attach the saved character so the same presenter appears on the listing and in the ads. A listing that shares a face with your paid social builds recognition instead of fragmenting it.
We generated the hero on a smooth white sweep, the standard listing format, at 2 credits.
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Composition varies more than identity, so generate a few and choose. Keep one clean product-forward frame for the main listing image and a lifestyle variant for the gallery.
Watch the product edges on white. If the product blends into the background, ask for a soft shadow to separate it.
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The same character can drive a short product clip for the listing and for ads. Because the presenter is saved, the still hero and the video share one face.
That reuse is the point: build the character once, then produce stills and video from it without a reshoot.
FAQ
Yes. Pass a clean product photo as a reference. The referenced product stayed on-model in our white-background hero.
If you use the same saved character for both, yes. The listing presenter and the ad presenter are the same face.
A smooth white sweep is the listing standard. Add a soft shadow if the product blends into the white.
Yes. The same character drives short product video, so the still and the clip share one presenter.
A clean shot on a plain background with the product in focus fits standard listing guidance. Add a soft shadow so the product separates from a white background.
Yes. Using the same saved character for the listing and the ads means the store and the paid creative share one recognizable face.
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