Neonjelly
Shopify store and product research queried through Cursor or Claude.Ask questions about 1.37 million Shopify stores in plain language.
Highlights
What you can do with it
- Store owners checking product niche saturation before stocking
- Marketers monitoring competitor advertising and sales patterns
- Developers integrating Shopify catalog data into their applications
How to use it
- 1 Click Connect Cursor or Connect Claude on the homepage to start the trial
- 2 Type natural-language questions about saturation, ads, or filtered store lists
- 3 Review returned change feeds, monitoring data, and lists
- 4 Use the 60 tools to drill deeper into stores or products
Who it is for
Pros
- Natural-language queries remove dashboard learning curves
- Free trial works without creating an account
- Tracks price and ad changes across a very large store base
Limitations
- After the trial, plans start at $29 per month, a real cost for solo sellers
- Data coverage and freshness for small stores can vary
- Requires MCP clients like Cursor or Claude, adding setup complexity
What Neonjelly is
Neonjelly is an e-commerce intelligence service focused on Shopify research, built as an MCP that plugs into AI clients like Cursor or Claude. Once connected, you can query data on 1.37 million Shopify stores in plain language, retrieving product information, traffic, prices, and store lists without learning a traditional dashboard. Its research depth covers product saturation, where searching a product name returns seller counts, saturation determinations, and the stores selling it; two-level store tracking with catalog change feeds, price monitoring, store history, and traffic analysis; monitoring of competitor advertising and daily sales units; and price change tracking across the whole store base. You can filter store lists by country or niche, keeping rows that include emails or Instagram handles for outreach. There are 60 tools available plus a catalog API for developers. A 14-day free trial provides 100 queries per day with no account required; paid plans run $29, $79, and $199 monthly, and code LAUNCH gives 50% off the first 3 months.
What you can do with it
- Check whether a product niche is saturated before investing in inventory
- Monitor competitor ads, daily units, and price cuts week by week
- Pull filtered store lists by country or niche for outreach and research
- Integrate Shopify catalog data into your own applications via the API
Who it is for
- Shopify store owners and e-commerce managers deciding what to stock and how to price
- Marketers reverse-engineering competitor advertising and sales patterns
- Developers who need structured Shopify data inside their tools
- Market researchers studying saturation, trends, and store behavior at scale
What to watch out for
The free trial is genuinely useful, but after 14 days the entry plan costs $29 per month, so solo sellers should confirm the data justifies the spend for their niche; the LAUNCH discount helps early on. Because the service works through MCP clients, you need Cursor or Claude set up first, which adds a small integration step for non-technical users. Data on individual small stores may be spotty or lag behind reality, so treat saturation determinations and traffic figures as informed estimates rather than guarantees. Query limits apply, and plan details or trial terms can change over time. Finally, use competitor data for legitimate research, and remember that automated outreach to extracted emails should respect anti-spam rules in your jurisdiction.
FAQ
How does the free trial work?
Connect Cursor or Claude from the homepage to start a 14-day free trial with 100 queries per day and no account required.
What do paid plans cost?
Explorer is $29 per month, Operator is $79, and Scale is $199. Code LAUNCH gives 50% off the first 3 months.
What questions can I ask?
Natural-language questions such as watching a brand's ads and units, checking whether a product is saturated, or requesting lists like 20 US skincare stores with emails.
Why it is free
What the official page says： free trial
Free limits, trial length and features are decided by the official site and can change at any time.
Product preview
Screenshot archived from the listing page, for preview only.
