Intro
AI lookbooks are changing how online fashion catalogs engage shoppers. By pairing outfits with realistic, immersive scenes, e-commerce brands can showcase products in relatable contexts that influence buying decisions.
For businesses serving Chinese-speaking markets, immersive visuals drive higher conversion rates and longer on-page time, resulting in more robust sales funnels.
Nano Banana Pro Advantage
Official Grade at Half the Price
- 0.02 USD per image vs. 0.039 USD official rate
- Nano Banana Pro tier: 0.068 USD vs. 0.134 USD official
- High fidelity output in a stable 10-second base64 delivery
- Handles peak API traffic without performance loss
Drop-In Replacement Benefits
- Fully compatible with existing Nano Banana workflows
- Plug-and-play integration in under ten minutes
- Maintains output consistency with minimal configuration
Scene Diversity for Fashion
Multi-Scene Generation
- Street style looks for urban apparel
- Studio shoots with controlled lighting
- Natural light outdoor scenes ideal for spring/summer collections
Outfit + Scene Matchmaking
- Match SKU images to tailored backdrops generated via AI
- Build narrative-driven product presentations
- Increase buyer confidence with lifestyle context
How the API Works
Image Generation Example
curl --location --request POST 'https://wisdom-gate.juheapi.com/v1/chat/completions' \
--header 'Authorization: YOUR_API_KEY' \
--header 'Content-Type: application/json' \
--header 'Accept: */*' \
--data-raw '{
"model": "gemini-2.5-flash-image",
"messages": [{"role": "user","content": [{"text": "generate a high-quality image.","type": "text"},
{"image_url": {"url": "https://example.com/lookbook-base.jpg"},"type": "image_url/base64"}]}
],
"stream": false
}'
Video Scene Generation with Sora AI
Step 1: Make Video
curl -X POST "https://wisdom-gate.juheapi.com/v1/videos" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: multipart/form-data" \
-F model="sora-2" \
-F prompt="A serene lake surrounded by mountains at sunset" \
-F seconds="15"
Step 2: Check Progress
curl -X GET "https://wisdom-gate.juheapi.com/v1/videos/{task_id}" \
-H "Authorization: Bearer YOUR_API_KEY"
Scaling Strategies
Batch Production
- Queue batches of SKUs for rendering across varied scenes
- Support for concurrent jobs means faster whole-catalog updates
Asset Optimisation
- Produce seasonal scene assets ahead of campaigns
- Reuse and remix backdrops for cross-product visuals
Integration Tips
Latency Testing
- Test base64 return speed in production environment
- Compare against Nano Banana official latency to confirm improvement
Quality Consistency
- Stick with one model version per collection for coherence
- Lock in background styles and palettes for brand unity
ROI Analysis
- Multiply per-image savings across thousands of SKUs for large gains
- Reduced creative cycles mean more agile marketing execution
Final Thoughts
Fashion Lookbook 2.0, powered by Nano Banana Pro and Sora AI, lets brands deliver premium-looking visuals at a fraction of the cost. By automating diverse scene generation and guaranteeing speed and consistency, teams can deploy richer catalogs that convert more effectively while maximizing budget efficiency.