1. Worn display
Generate worn or carried context first so scale and realism are clear.
Scale and rights check
Material：Product photos, references, or product profile
Return：Saved as project image assets
ProductAdLabCurrent area
Workspace
Guest preview mode
You can browse the workspace, switch tools, fill settings, and inspect the flow. Generation, asset saving, history, team, and purchase actions unlock after sign-in.
Ecommerce production map
Move shoes & bags materials into production first
For shoes & bags, keep product images, edits, videos, copy, and asset return in one production loop.
Current category
Shoes & bags19 tools / 3 cases
Category production strategy
For shoes and bags, start with worn display, then seed content and video
Map the visible shoes/bags entries into a savable rhythm: worn display, scene replacement, Plog, cutout/expand, and marketing video.
2. Replace scene for listing
Prepare hero, white-background, and lifestyle scenes while preserving material and shadows.
Listing image
Material：Source image, edit area, and change request
Return：Edited result returns to Assets
3. Product Plog
Turn shoes/bags materials into social seeding covers and content posts.
Seeding cover
Material：Product material, scene intent, and channel use
Return：Creation outputs enter project assets
4. Cut out, then adapt ratios
Cut out the product first, then use expansion or editing for platform ratios.
Platform ratios
Material：Source image, edit area, and change request
Return：Edited result returns to Assets
5. Smart remix video
Authorized images and clips become a marketing video draft that returns to project assets.
Video draft
Material：Product images, scripts, and authorized materials
Return：Saved as private video assets
No generation on viewNo compute spend on viewStructure onlyInternal instructions hidden
Daily production allowance
Sign in to review daily allowance, plans, storage, and available workspace resources.
Production resource plan
Connect daily allowance, plans, and asset capacity to shoes & bags production resources
Before opening 19 production entries, review available resources, asset capacity, and team handoff status. This panel only reviews and routes; it does not auto-claim, spend compute, or start checkout.
Daily production allowanceManual claimOpen Plans to see whether today's production allowance can be claimed.
Starter resourcesAvailable after sign-inStarter and plan resources are reviewed in Plans before generation.
Batch budgetConfirm before generationBatch images, video, and HD repair confirm resources inside the target workspace.
Asset capacityAssets returnImages, videos, copy, and versions return to Assets for team handoff.
No auto-generationViewing does not spend computeDaily allowance requires manual claimNo automatic checkout
Works and assets
AssetsImages, videos, copy, and delivery packs return to Assets.
Plans and compute
ComputeReview plan, compute, storage, and available resources.
Team handoff
TeamHand results to ops, design, and ads teammates.
Account and safety
AccountReview workspace, role, privacy, and material-rights boundaries.
Traffic-ready
Image / video / copy
One product input continues into multiple content outputs.
Shoot-cost control
Authorized materials first
Use owned or authorized materials for variants before scheduling shoots.
Listing speed
19 entries
Entries carry workspace, save flow, and delivery-pack context.
Recommended for shoes and bags: start with worn-display visuals
One-click product try-on
Return: Saved as project image assets
Material: Product photos, references, or product profile
One-click product try-on
Turn apparel, shoes, bags, and accessories into realistic worn product shots.
For hero images, detail pages, and social covers
Material：Product photos, references, or product profile
Return：Saved as project image assets
Product scene replacement
Preserve the product while replacing old backgrounds with clean commercial scenes.
Listing materials become faster to prepare
Material：Source image, edit area, and change request
Return：Edited result returns to Assets
Dynamic product display
Turn product, model, and motion references into short video tasks.
Reduces repeated shoots and editing rounds
Material：Product images, scripts, and authorized materials
Return：Saved as private video assets
Common tool matrix
Maps high-frequency ecommerce entries into ProductAdLab image, video, creation, and asset workflows.
Image set fissionCreate hero, scene, and detail images from one source.
Material：Product photos, references, or product profile
Workflow：Image generation or image-set task
Return：Saved as project image assets
Compute：Plan resources checked before generation
Smart remixImport authorized materials and create a marketing video draft.
Material：Product images, scripts, and authorized materials
Workflow：Video task creation, polling, and recovery
Return：Saved as private video assets
Compute：Video generation reserves plan compute
Outfit pairing videoTurn model and product images into a styling video.
Material：Product images, scripts, and authorized materials
Workflow：Video task creation, polling, and recovery
Return：Saved as private video assets
Compute：Video generation reserves plan compute
Smart cutCut owned video footage into ecommerce-ready shorts.
Material：Product images, scripts, and authorized materials
Workflow：Video task creation, polling, and recovery
Return：Saved as private video assets
Compute：Video generation reserves plan compute
AI model swapUse authorized model and scene variations across markets.
Material：Product image, model image, and rights confirmation
Workflow：Model or authorized-identity task
Return：Outputs keep rights-source cues
Compute：Likeness and brand materials require rights confirmation
Product PlogCreate social seeding image scenes in one flow.
Material：Product material, scene intent, and channel use
Workflow：AI creation task mode
Return：Creation outputs enter project assets
Compute：Service and resources checked before generation
Smart cutoutCut out products for clean backgrounds or scene replacement.
Material：Source image, edit area, and change request
Workflow：Image edit or repair task
Return：Edited result returns to Assets
Compute：Runs under image-tool resource policy
AI expandAdapt to platform ratios while preserving the product.
Material：Source image, edit area, and change request
Workflow：Image edit or repair task
Return：Edited result returns to Assets
Compute：Runs under image-tool resource policy
Listing copy packCreate titles, benefits, detail-page modules, and channel copy together.
Material：Product facts, brand voice, and channel use
Workflow：Copy or script generation task
Return：Saved as project copy assets
Compute：Copy has no separate launch compute spend
UGC script variantsGenerate hooks, scenes, and spoken scripts before video production.
Material：Product facts, brand voice, and channel use
Workflow：Copy or script generation task
Return：Saved as project copy assets
Compute：Copy has no separate launch compute spend
AI photo editing
Local repaintRepair local defects, patterns, or misplaced elements.
Material：Source image, edit area, and change request
Return：Edited result returns to Assets
Product repaintPreserve style while repairing product details.
Material：Source image, edit area, and change request
Return：Edited result returns to Assets
HD enhancementImprove clarity, texture, and light.
Material：Source image, edit area, and change request
Return：Edited result returns to Assets
Magic eraserRemove clutter or obstructions from owned assets.
Material：Source image, edit area, and change request
Return：Edited result returns to Assets
AI recolorCreate colorway visuals for authorized SKUs.
Material：Source image, edit area, and change request
Return：Edited result returns to Assets
Text editingTranslate or clean product text in images.
Material：Source image, edit area, and change request
Return：Edited result returns to Assets
Use proven cases by scenario
Case segments reuse production structure, material relationships, and task setup; outputs save into your project assets.
Menswear3 cases
Model display, short-video scripts, and cross-channel assets.
Template
Structured inspiration template
Reuses structure, pacing, and IO contracts only, then saves as a workspace draft.
Material：Product photos, references, or product profile
Return：Saved as project image assets
Video
Three-beat UGC video
Problem hook, product action, and final packshot connected to scripts, materials, and video tasks.
Material：Product images, scripts, and authorized materials
Return：Saved as private video assets
Model
Authorized model shot
Model, mannequin, pose, and authorized identity variation all enter through AI Toolbox with rights boundaries.
Material：Product image, model image, and rights confirmation
Return：Outputs keep rights-source cues
Recommended for shoes and bags: start with worn-display visuals
One-click product try-onShoes & bags
Return: Saved as project image assets
Production workbench
Launch full production lanes from the tool matrix
Each lane connects frontend entries, material rights, generated results, asset return, and team handoff. The current category and case segment stay attached to case drafts and project assets.
Category: Shoes & bagsSegment: Menswear5 lanes
2 entries
Product image line
Hero, scene, image-set, and try-on visuals are produced as a pack.
Expand one product material into listing-ready image sets.
Ready：Connects product profiles, image generation, private asset saving, and quality checks.
Materials：Uses only user-owned or authorized product, model, and scene materials.
Saved output：Generated images save into the current project for video reuse or delivery versions.
Handoff：Asset Library groups outputs into hero, detail, ad, and delivery packs.
Provider names hiddenStorage keys hiddenTeam-scoped outputs
Production plan
Material prep/8 target outputsConfirm materials
ReadyUses only user-owned or authorized product, model, and scene materials.
Open workspace
NextBring product materials into the image-pack production lane.
Save outputs
PlannedGenerated images save into the current project for video reuse or delivery versions.
Handoff
PlannedAsset Library groups outputs into hero, detail, ad, and delivery packs.
Start image workBring product materials into the image-pack production lane.Review resourcesReview plan resources, compute, and available capacity before generation.Organize assetsReturn images, videos, copy, or versions into Assets.Team handoffHand next actions to ops, design, or ads teammates.
Plan onlyNo compute changeStorage details hiddenInternal instructions hidden
4 entries
Short video and UGC lane
Product images, authorized materials, scripts, and motion references feed video production.
Generate ad-ready short video drafts from products or scripts.
Ready：Connects video tasks, script planning, material selection, polling recovery, and saved renders.
Materials：Video materials must be user-owned or authorized.
Saved output：Renders save as private video assets for download, ready marks, or delivery packs.
Handoff：Ad teammates see scripts, video status, and next-step action plans.
Recoverable video tasksShort-lived private material linksTeam-scoped renders
Production plan
Material prep/3 target outputsConfirm materials
ReadyVideo materials must be user-owned or authorized.
Open workspace
NextCarry product images, scripts, and authorized materials into the video workspace.
Save outputs
PlannedRenders save as private video assets for download, ready marks, or delivery packs.
Handoff
PlannedAd teammates see scripts, video status, and next-step action plans.
Start videoCarry product images, scripts, and authorized materials into the video workspace.Review resourcesReview plan resources, compute, and available capacity before generation.Organize assetsReturn images, videos, copy, or versions into Assets.Team handoffHand next actions to ops, design, or ads teammates.
Plan onlyNo compute changeStorage details hiddenInternal instructions hidden
2 entries
Listing copy and scripts
Titles, benefits, detail modules, social copy, and UGC script variants.
Turn product facts into reusable copy assets.
Ready：Connects product profiles, brand voice, script planning, and copy assets.
Materials：Copy references saved product facts and user input without exposing internal prompts.
Saved output：Copy and scripts save into the current project for video or Asset Library reuse.
Handoff：Ops handoff can export Markdown, scripts, and listing-copy packs.
Brand voice reusablePrompts hiddenScripts can continue to video
Production plan
Production/4 target outputsConfirm materials
ReadyCopy references saved product facts and user input without exposing internal prompts.
Open workspace
NextBring product facts and brand voice into the copywriter.
Save outputs
PlannedCopy and scripts save into the current project for video or Asset Library reuse.
Handoff
PlannedOps handoff can export Markdown, scripts, and listing-copy packs.
Open copywriterBring product facts and brand voice into the copywriter.Review resourcesReview plan resources, compute, and available capacity before generation.Organize assetsReturn images, videos, copy, or versions into Assets.Team handoffHand next actions to ops, design, or ads teammates.
Plan onlyNo compute changeStorage details hiddenInternal instructions hidden
2 entries
Models and authorized identity
AI models, pose variants, authorized identity variants, and worn-display shots.
Expand product display materials under rights confirmation.
Ready：Connects rights confirmation, model tools, image editing, and asset saving.
Materials：People, voices, likenesses, and brand models require explicit rights.
Saved output：Model outputs stay as project assets without public identity or storage internals.
Handoff：Asset Library keeps source cues for image, video, and delivery reuse.
Likeness rights cuesAuthorized materials firstRollback to source material
Production plan
Material prep/4 target outputsConfirm materials
ReadyPeople, voices, likenesses, and brand models require explicit rights.
Open workspace
NextConfirm rights for people, models, or likeness materials before opening model tools.
Save outputs
PlannedModel outputs stay as project assets without public identity or storage internals.
Handoff
PlannedAsset Library keeps source cues for image, video, and delivery reuse.
Open model toolsConfirm rights for people, models, or likeness materials before opening model tools.Review resourcesReview plan resources, compute, and available capacity before generation.Organize assetsReturn images, videos, copy, or versions into Assets.Team handoffHand next actions to ops, design, or ads teammates.
Plan onlyNo compute changeStorage details hiddenInternal instructions hidden
3 entries
Asset library and team handoff
Result sets, version review, batch downloads, team action plans, and packs.
Turn outputs into project assets for ops, design, and ads teammates.
Ready：Connects project timelines, image/video/copy panels, version review, and ZIP export.
Materials：Reads only current-team project assets; ZIPs are server-filtered by selection.
Saved output：Saved versions, review notes, and delivery records stay inside the product project.
Handoff：Copied handoff text and downloaded packs retain source, category, and review state.
Team asset isolationRaw storage paths hiddenPre-handoff QA
Production plan
Handoff ready/1 target outputsConfirm materials
ReadyReads only current-team project assets; ZIPs are server-filtered by selection.
Open workspace
NextOrganize result sets, version reviews, and delivery packs from Assets.
Save outputs
PlannedSaved versions, review notes, and delivery records stay inside the product project.
Handoff
PlannedCopied handoff text and downloaded packs retain source, category, and review state.
Organize assetsOrganize result sets, version reviews, and delivery packs from Assets.Review resourcesReview plan resources, compute, and available capacity before generation.Organize assetsReturn images, videos, copy, or versions into Assets.Team handoffHand next actions to ops, design, or ads teammates.
Plan onlyNo compute changeStorage details hiddenInternal instructions hidden
Start from a product
Turn one product into publishable images, videos, and copy
No need to study every feature first. Choose what you have, enter the right workspace, then save outputs back to assets.
Paste product URLDraft from a public or authorized product page, then review before saving.Upload product photoBest for existing product, factory, or sample photos.Write product briefDescribe the product and desired output in plain language.Start from templateUse proven structures by channel, category, and scene.
Product content workflow
Move in a real working order, without needing to understand the technology behind it.
01
Product center
Save product photos, benefits, target channels, and references.
02
Create product images
Hero, white-background, benefit, size, and detail images.
03
Edit photos
Remove background, swap scenes, refine, try on, recolor, and clean up.
04
Create videos
Product demos, spoken shorts, social videos, and size variants.
05
Write copy
Titles, benefits, descriptions, video scripts, and social copy.
06
Save assets
Save by product for later edits, downloads, and reuse.
Common jobs
Choose by the business goal you need to finish now.
New listing
Prepare hero images, detail content, title, and benefits together.
Refresh old photos
Turn older materials into cleaner, campaign-ready versions.
Short video selling
Write scripts first, then create videos and captions.
Social content
Create Plog, OOTD, lifestyle images, and social copy.