Neonjelly

Neonjelly tracks 1.37 million Shopify stores, including traffic, revenue estimates, the apps each store runs, and product price history across about 368.9 million products. Users can look up a brand or domain on the website, or connect the catalog to Cursor or Claude via MCP and ask plain-English questions such as listing shops with emails or identifying recent price cuts. The site also offers an API, a playground, and documentation. Stated features include store lookup, a product finder showing sellers and price spreads, trending products based on new sellers, and price-cut tracking with old and new prices. Emails are included when available. A 14-day free trial with 100 lookups per day and no account is offered; paid plans are Explorer, Operator, and Scale.

Key features

• Look up any Shopify store by brand or domain to see estimated visits, revenue estimate, and apps it runs
• Product finder showing Shopify shops selling a product, price spread, and cheapest seller
• Trending products based on new sellers gained this week
• Price cut tracking showing who dropped prices, by how much, and when
• Store lists with emails when available
• Country filtering for store lists
• Connection to Cursor or Claude via MCP
• API access with documentation
• Browser-based playground for trying searches without a key
• Ad activity and daily sales estimates on paid plans

Best suited for

• Researching competitor Shopify stores
• Finding suppliers or sellers of a product
• Building lists of Shopify stores with contact emails
• Monitoring competitor price changes
• Assessing how crowded a product niche is

Pricing

Free 14-day trial (100 lookups a day, no account). Explorer $29/month, Operator $79/month, Scale $199/month, with yearly billing offered as two months free. Code LAUNCH gives 50% off the first three months.