Neonjelly

Neonjelly is an AI-powered Shopify competitor analysis and store-tracking platform that works through MCP integrations with Cursor, Claude, ChatGPT, VS Code, Windsurf, and other AI clients. Instead of juggling separate dashboards, you simply ask questions in plain English and get answers backed by data from approximately 1.37 million Shopify stores.

The platform covers everything you need to understand your market: modeled traffic and revenue, complete product catalogs, prices, newly launched products, store changes over time, competitor Signals, product-idea saturation, curated store lists, and contact information. Whether you want to research rivals, monitor store activity, analyze pricing strategies, discover winning products, or build filtered lists of Shopify merchants, it all happens in one conversational workflow.

Paid plans unlock Signals for keeping an even closer eye on the competition, including monitoring competitor ads, daily units sold, inventory movements, and related activity. For ecommerce founders, marketers, and product researchers, Neonjelly turns scattered competitor data into clear, actionable insights without leaving the tools you already use.