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Case Study 02

Product Catalog Generator

Built for Jaipur artisan workshops and small manufacturers who sell handcrafted goods on Amazon, Etsy, and IndiaMart.

Catalog Live demo
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Jaipur's artisan workshops produce stunning handcrafted goods — lac bangles, blue pottery, block-printed textiles — but listing them online is a nightmare. Each product needs an English title, detailed description, specifications, SEO keywords, and proper categorization.

Most workshops either skip online listings entirely or create poor listings that don't sell. One blue pottery maker had 200+ products but only 15 listed on IndiaMart — because writing descriptions in English takes him 30 minutes per product.


An AI-powered tool that takes a product photo and generates a complete catalog entry in seconds — using Claude's Vision API to understand the product visually.


30s
Per catalog entry
60x
Faster than manual
4
Marketplaces supported

In pilot testing with 2 Jaipur workshops, artisans listed their full product range in a single afternoon — work that previously took weeks. The generated descriptions scored higher on marketplace SEO tools than their manually written ones.


Anthropic Claude Vision Python FastAPI Pillow Jinja2

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