Overview
Integrating a self-serve AI-driven media creation studio within your marketplace gives sellers powerful tools to produce high-quality photos and videos without leaving the platform. It streamlines work from initial upload to final publication.
Why Self-Serve AI Studio Matters
Differentiate Your Marketplace
- Provide exclusive seller tools.
- Improve listing presentation.
- Boost buyer engagement and trust.
Cost Advantage
- Image generation at $0.02 per image with Nano Banana vs official $0.039.
- Nano Banana Pro tier: $0.068 vs $0.134 per image.
- Video generation: $0.12 vs $1–$1.5 official. These costs are for official-grade quality, delivered in around 10 seconds per asset.
Performance
- Reliable 10-second generation.
- High-volume stability.
Full Workflow Pipeline
Step 1: Upload
Allow bulk and single image/video uploads directly from seller dashboards.
Step 2: Clean & Beautify
- Remove background automatically.
- Improve colors and details.
Step 3: Create Showcase Images
- Add marketplace-brand templates.
- Embed seller branding or watermarks.
Step 4: Generate Product Videos
- AI scenes tailored to product type.
- Adjustable video duration.
Step 5: Publish
Integrate API to attach media to listings instantly.
Implementation with Nano Banana API
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://blog-images.juhedata.cloud/sample.jpeg"},"type": "image_url/base64"}]}],
"stream": false
}'
Replace sample.jpeg with seller-upload media URL. Returns base64 image data in about 10 seconds.
Video Generation Example
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"
Adjust prompt for product-specific context.
Video Status Check
curl -X GET "https://wisdom-gate.juheapi.com/v1/videos/{task_id}" \
-H "Authorization: Bearer YOUR_API_KEY"
Checks rendering progress asynchronously.
UI/UX Tips
Seller-Friendly Controls
- Live previews.
- One-tap publish.
Batch Processing Support
- Queue processing for multiple assets.
- Status tracking dashboard.
Marketplace Standards Compliance
- Auto aspect ratio adjustment.
- Standard resolution enforcement.
Measurable Outcomes
Improved Conversion
- Enhanced visuals bring more clicks.
- Videos encourage longer viewing.
Lower Cost Per Listing
- Cut manual editing time.
- Reduce third-party media costs.
Quality at Scale
- Stable output across large inventories.
Advanced Features
Template Library
- Seasonal and promotional designs.
AI Scene Suggestions
- Auto background generation by category.
Analytics Integration
- Track engagement after media refresh.
Recommendations
Start with a pilot among selected sellers, monitor metrics, then roll out fully, using cost savings as a key feature to attract users.
Conclusion
Deploying a self-serve AI studio into your marketplace connects upload, processing, and publishing in a tight loop, improving speed and quality while cutting per-listing production costs.