ShopLens blog, page 2
Guides and tutorials on getting data out of Shopify stores: traffic, apps, ads, prices and the people behind them, through the API, an AI agent or by hand.
Give Your AI Shopify Store Data
AI agents ·
How to Connect Claude or ChatGPT to Shopify Store Data with MCP
Give Claude, ChatGPT, Cursor or Claude Code live data on any Shopify store through an MCP server, with setup steps for each app and prompts that work.
What products.json Gives You
Development ·
Shopify products.json: What It Returns and Where It Falls Short
Most Shopify stores answer /products.json with their catalog as JSON. What's in it, how to page through it, and the gaps you hit when you build a product on top of it.
Find Any Store's Best Sellers
Market research ·
How to Find the Best-Selling Products of a Shopify Store
Most Shopify stores will sort their own catalog by sales if you ask. How to read that ranking, what it hides, and how to compare best sellers across many stores in a niche.
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