CartVisualCARTVISUAL GUIDES / AI MODELS
AI model guides: adult references, reuse and identity limits
Create or select an adult reference, save it deliberately and compare identity cues and product contact in every result.
Identify the decision you need to make
- Do you have permission to use the adult reference?
- Was the intended reference saved and selected?
- Do the face, anatomy, hands and product still match?
Complete article list for this category
26 published guide entries, listed by recorded date and path. An article date does not establish current feature availability or pricing.
Why Did FASHN Product to Model Change the Pose and Background of My Reference Person?
A merchant workflow guide distinguishing Product to Model identity referencing from Try-On Max clothing replacement on an existing model photograph, with endpoint decisions based on whether pose and background must remain.
Why Does FASHN Model Create Stop at 2K When I Provide face_reference and Request 4K?
A merchant troubleshooting guide distinguishing FASHN Model Create's documented face-reference resolution cap from ordinary export problems, with production decisions for identity requirements and high-resolution advertising deliverables.
Does permission to use a still model photo cover an AI-generated video derivative?
Learn what to confirm before turning an authorized model photograph into AI video, including synthetic alteration, medium, territory, duration, and identity portrayal.
How do I keep the model’s jewelry out of my product advertisement?
Request separate identity and accessory styling, then inspect each candidate against approved references. Keeping a face and removing all jewelry are not guaranteed results.
Why does a model’s hand look like it is passing through my product?
Diagnose hand, grip, contact, and rigidity errors in product videos, then simplify the pose and verify the product’s function with real footage.
Why are the feet and shoes inconsistent across my AI model images?
Diagnose changing feet and shoes in AI model images by separating identity evidence from product references, then check crop, ground contact and framing.
What should I check when one model sheet contains a face close-up and three full-body views?
Review whether the close-up, front, side and back belong to one coherent fictional model before saving the identity reference.
Why does the model picker show a front portrait while the identity source has four views?
Understand the public-facing model preview and the fuller internal identity reference without treating the preview as all available evidence.
Is a model from a shared AI catalog exclusive to your brand?
Decide whether your campaign needs a repeatable look or exclusive use of a face. Compare two clear briefs and check the evidence before choosing a model.
Is an AI model headshot enough for a product demonstration?
Choose a model’s visible identity from the headshot while obtaining separate evidence for pose, hands and product interaction.
How do you stop a model’s reference outfit from becoming part of the product ad?
Assign appearance and merchandise roles separately when a saved model image contains clothing or accessories.
How do you change scene lighting without changing an AI model’s skin tone?
Review lighting, exposure and identity separately so a new campaign scene does not become an unintended skin-color change.
What changes when you set a different default AI model?
Recheck current model pickers and saved workbench choices after changing an CartVisual default reference, without assuming that submitted jobs or completed assets change identity.
Can one CartVisual product request use two saved AI model references?
Understand the single saved-model selector in an CartVisual request and choose separate controlled images when a campaign needs two recurring identities.
Does virtual try-on mean shoppers can upload selfies on my store?
Separate a reviewed seller garment image from a shopper photo-to-result store feature, with distinct owners, inputs and acceptance checks.
How should you introduce a fictional AI campaign model?
Approve a fictional model’s name and role by placement, separate platform disclosure from biography claims, and record the exact caption actually released.
What should you do when a model reference is withdrawn?
Hold new reference use, separate rights review from technical deletion, and track pending tasks, saved outputs and third-party placements to verified actions.
What can change in an AI model background without changing the product story?
Separate scene styling from factual claims about location, origin and use, and review contact, lighting and product identity after changing a model’s setting.
How to preserve an approved AI model reference across campaign handoffs
Keep a stable reference record, identify styling changes separately from identity changes, and connect approved outputs to the exact model version used.
How to brief an AI model’s gaze and expression around the product
Choose camera-facing, product-facing or task-focused model direction, then review expression, anatomy and product visibility separately.
How to stop hair and styling accessories from hiding product details
Plan visibility zones for collars, straps and held products, then keep model styling from concealing the evidence shoppers need.
How to choose an AI model cast for a product campaign
Select useful model references across ages and skin tones without assuming appearance predicts preferences or product suitability.
How to review a recurring AI model with a contact sheet
Compare multiple model scenes for identity cues, anatomy and product accuracy before using a recurring model across a campaign.
How to keep a recurring AI model while changing pose and context
Separate appearance references from pose, clothing and scene requirements to review recurring AI model imagery across a product collection.
Official models vs My models: choosing and saving a reference
Use CartVisual’s shared official AI model catalog or your account’s private model references for product, A+ and fashion imagery.
What can a model-and-product image pair actually establish?
Use a public portrait and product-scene pair to practice identity review, distinguish visible evidence from task records, and plan a documented evaluation.
From a guide to a checked action
Choose an article that matches your application, inputs and problem. Check its steps and limitations, then verify them against your own evidence. An example, template or completed technical task is not a quality guarantee.
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Frequently asked questions
Does saving a model reference train a dedicated identity model?
No. The described workflow saves and reuses an image reference. It is not custom identity-model training.
Can a guide guarantee the same person in every generated scene?
No. References guide generation; faces, bodies, clothing and products can change. Review every output against the source.
Where should I start if the model’s hands or product contact look wrong?
Use the anatomy and composition review guides. Inspect hands, occlusion, scale and the contact between person and product before approving the image or storyboard.
BUILD FROM A PRODUCT YOU KNOW
Put this workflow into practice with your own product.
Explore the relevant tool first. AI copy and concept planning are free after sign-in. Image and video generation require available credits and the applicable account access.
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