How to Produce Clothing Catalogue Images with ChatGPT
Produce clothing catalogue images with ChatGPT and ToolRouter. Generate professional model shots and product pages without a photoshoot.
Tool
Generate professional catalogue-ready clothing images with model shots and consistent styling without a photoshoot. ChatGPT is effective when catalogue image generation is part of a product launch workflow — producing images, writing descriptions, and building the product page in one session.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
Steps
Once connected (see setup above), use the Fashion Studio tool:
- Provide the garment images and the product page requirements for the launch.
- Run `clothing_catalogue` with `fashion-studio` for each SKU.
- Ask ChatGPT to write product descriptions alongside each image set.
- Export the images and descriptions as a complete product page package.
Example Prompt
Try this with ChatGPT using the Fashion Studio tool
Use fashion-studio to generate catalogue images for these 3 new tops — front and back model shots for each. Write a 3-sentence product description for each that mentions fit, fabric, and styling suggestions.
Tips
- Ask ChatGPT to write product descriptions that answer the 3 most common buyer questions — fit, fabric, and care — upfront.
- Request alt text for each image in the same session — it saves time before uploading to the CMS.
- For size-range products, ask ChatGPT to mention fit advice in the description rather than generating images at every size.