On-model options
Start with an approved flat lay or product image. Create model, pose, crop, and styling options for your team to review.
Create on-brand AI product photography for ecommerce
Create on-model, lifestyle, PDP, and campaign image options from your product catalog, Brand DNA, and approved references. Your team reviews every output before use.
Create the image options your catalog and campaigns need
Use AI Studio when the bottleneck is producing more useful photography from approved product and brand inputs—not when the job requires an unreviewed one-click output.
Lifestyle scenes
Place the product in a campaign or everyday setting that follows your brief and brand references.
PDP and campaign variants
Develop close-ups, editorial crops, backgrounds, and channel-ready image options from the same product context.
Review every output against the source product
Attractive is not the same as accurate. Compare each generated image with its product input and brief. Approve only the result that preserves the details a shopper relies on.
Use the complete product-content review checklist →Product
Shape, construction, scale, and included parts
Material
Texture, finish, drape, transparency, and reflections
Identity
Logo, label, packaging text, and distinctive details
Color
Product, trim, print, hardware, and variant accuracy
Use
Pose, styling, background, crop, and destination requirements
From product reference to an approved image
Save the creative direction after it works. Keep product-level review in every reuse.
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Choose the product input
Use an approved catalog image, flat lay, packshot, or other product reference that shows the details the output must preserve.
- Aa
Set the creative direction
Add Brand DNA, files, visual references, and a clear brief for the model, setting, crop, or campaign job.
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Generate options
Create a small set of product-photo directions. Keep the input and output connected so reviewers can compare them.
- ✓ Approved→Export→Publish
Review before use
Approve, refine, regenerate, or finish the image manually. The final publish decision stays with your team.
Build a reviewed image set around the same SKU
Create front, back, close-up, lifestyle, editorial, background, and campaign options when the product input and workflow support them. Use the approved set on PDPs, collection pages, email, social, or campaign briefs according to each channel's requirements.
Use AI where it helps. Keep manual control where it does not.
- Small text, logos, prints, seams, and fine construction details can change.
- Reflective, transparent, intricate, or highly structured products can need more review and manual finishing.
- On-model output is a creative visualization. It does not guarantee fit, sizing, or exact drape.
- A reusable workflow can improve consistency, but each product and variant still needs its own approval.
Your product photography lives inside AI Studio
Create and review product photos in the same workspace as product video, UGC-style creative, ads, templates, Studio Skills, and supported export or publishing workflows.
See the complete AI Studio productImages
On-model, lifestyle, PDP, and campaign options.
Video
Product, lookbook, and creator-style video workflows.
Ads
Reviewable visual variants for paid and organic campaigns.
Publish
Export approved assets or use an eligible connected workflow.
AI product photography questions
What is AI product photography for ecommerce?
AI product photography uses product images, catalog data, and a creative brief to generate new product-photo options. Ecommerce teams use it for on-model images, lifestyle scenes, backgrounds, editorial crops, and campaign variants. Each output still needs a product and brand review before use.
Can Tolstoy create on-model product photos from a flat lay?
Tolstoy AI Studio supports workflows that use a flat lay or product image to create on-model options. Review garment construction, color, logos, drape, proportions, and styling before an image is approved.
Can AI product photography replace a photoshoot?
It can replace or extend some repeatable product-photography jobs, especially when a team needs more scene, model, crop, or background options from approved inputs. Keep traditional capture or deterministic editing for products and details that the generated output cannot reproduce accurately enough.
How does Brand DNA guide product photos?
Brand DNA gives AI Studio context about your brand identity, audience, products, logos, colors, fonts, links, and uploaded files. That context helps guide the brief, but a person still decides whether the generated image matches the product and brand.
Can I create product photos for a Shopify catalog?
AI Studio can use connected catalog and product context to create reviewable image options. Export an approved image or use an eligible Tolstoy publishing workflow. Confirm the destination, file, account, and placement requirements before publishing.
What should I check before publishing an AI product image?
Compare the output with the source product. Check shape, materials, color, proportions, packaging, logos, text, variant details, styling, crop, and the requirements of the final channel. Regenerate or finish the image manually when a material detail is not accurate.
Create your first reviewable product-photo direction
Add the product, set the brief, compare the output, and keep the final approval with your team.