Neonjelly

Neonjelly is a Shopify data research tool designed to work with AI assistants like Cursor, Claude, ChatGPT, and VS Code. It gives you access to a catalog of 1.37 million Shopify stores and 368.9 million products. You can look up a store by domain, search for products, or pull lists of stores filtered by country or niche. The data includes traffic estimates, modeled revenue bands, installed apps, and price changes. It's a competitor intelligence platform for Shopify, but you interact with it through natural language prompts in your AI chat.

To use it, you connect your AI client to Neonjelly via a free trial. No account is needed — just click a button and start asking questions. For example, "Show me 20 US skincare stores with email addresses" or "What products are trending in fitness?" The AI agent automatically picks from 60 available tools to return the right data. You get store cards with details, product lists with seller counts and price bands, or price drop feeds. The playground lets you test queries directly with curl. Paid plans add Signals — ongoing monitoring of competitor stores for ads, daily units, and price changes.

This tool is most useful for e-commerce entrepreneurs, dropshippers, and marketers who need to research competitors, validate product ideas, or build outreach lists. Instead of manually browsing Shopify stores, you can get structured data on demand. The free trial lets you test without commitment. If you're serious about Shopify competitive analysis, Neonjelly offers a straightforward way to get the data your AI assistant needs.