Vertical Product Hero
Place the product in a focused 9:16 composition designed for mobile viewing.
Beta
AI Image Agent is currently in beta. Results and workflows may change as we improve the experience.
IMAGE TO LAYERS AGENT PLAYBOOK
BetaCreate TikTok Shop Visuals from One Product Photo
Start with a guided prompt for creating vertical product visuals, attention-ready variations, clean product cutouts, and reusable layered assets.
Sample Outputs
See TikTok Shop Visuals Outputs
From Source Photo to TikTok Shop Visuals
Use the steps you need—the workflow does not require every tool for every image.
1
Upload a Source Product Photo
2
Clean or Extract the Product
3
Choose a Vertical Composition
4
Create Visual Variations
5
Prepare Social-Sized Crops
6
Continue into Editable Layers
Choose a Product Image Task
Bold Product Variation
Explore a stronger background, lighting direction, or campaign color while keeping the product recognizable.
Clean Product Cutout
Extract the product for reuse across vertical ads, overlays, and future compositions.
Keep Important Details Consistent
Tell the Agent which details must remain unchanged when creating a new visual direction.
- Preserve Shape
- Keep Packaging
- Keep Logo
- Keep Label Text
Note: AI-generated details can vary. Review logos, labels, measurements, and regulated product claims before publishing.
What ImageToLayers Agent Does—and Doesn't Do
It can help you
- Create vertical product visuals
- Replace or generate backgrounds
- Prepare product cutouts
- Create visual variations
- Continue into editable layers
It does not
- Publish TikTok posts
- Manage TikTok Shop listings
- Generate guaranteed-performing ads
- Track campaign performance
- Replace brand or compliance review
Frequently Asked Questions
Does ImageToLayers Agent publish directly to TikTok Shop?
No, it focuses purely on visual asset creation. It helps you prepare the image layers, backgrounds, and vertical formats needed for your creatives.
Can I create 9:16 product visuals?
Yes, you can prompt the agent to extend or frame your product directly into a 9:16 vertical ratio.
Will the Agent preserve my packaging and label text?
Yes, by utilizing advanced extraction and inpainting, the original product pixels containing the logo and label text are protected while the environment changes.
Can I create several visual variations from one product photo?
Yes, once the product is extracted, you can prompt the agent to place it in various contextual scenes.
Can I remove the background before creating a vertical visual?
Yes, background removal is a core capability before moving on to generating new vertical environments.
Are generated visuals guaranteed to perform well on TikTok?
No. ImageToLayers Agent helps create visual assets, but performance depends on the product, message, audience, offer, placement, and campaign execution.
Explore More Agent Workflows
View All Workflows →Amazon Product Images
Clean, resize, and edit product photos for Amazon listings.
Shopify Product Images
Visual variations and background edits for your storefront.
Social Content Images
Visual variations, cleanup, and layered assets for social media.
Brand Campaign Visuals
High-end visual cleanup, variations, and layering for campaigns.