Shopify product research on 1.37M stores

How it works

From click to a watch - or a store list - in under a minute

1. 01

   Connect

   Click Connect Cursor (or Claude). A 14-day trial starts. No account.

2. 02

   Ask in plain language

   “Watch magbak ads and units,” “is yoga mat saturated,” or “20 US skincare emails.”

3. 03

   Get what moved

   Change feeds, Signal watches, product-idea saturation, and store lists - 60 tools in the chat.

Use cases

What people actually pull

All playbooks · 60 MCP tools · catalog API

Pick a query. Run is cached on our side. Curl is for your terminal.

Full page: /playground.

Plans

Start free, upgrade when you hit the cap

Full pricing and quotas · Code LAUNCH is 50% off the first 3 months.

FAQ

Common questions

What is Neonjelly?

Shopify product research for your AI. Search a product or niche for seller count, trend score, and how crowded it is. Look up any of 1.37M stores for traffic, revenue, and prices. Paid Signals add ads and units.

How do you track a store?

Two layers. Catalog change feeds (change_tracker, price_watch, store history/traffic) work on any catalog domain. Signals (create_signal, paid plans only) watch a competitor for ads, daily units, inventory, and social - only if that domain is already on Signals, or after EcomScout accepts the watch.

Can I see if a product idea is saturated?

Yes. search_product_ideas or niche_research on a name or category. You get seller count, how crowded the niche is, and list_product_sellers for who sells it. Do not invent those numbers - run the tool.

I just need store lists and emails. Do I need to be a developer?

No. Click Connect Cursor, accept the prompt, then type what you want: “20 US skincare stores with emails.” The AI picks the tool. If you don’t use Cursor, Claude and ChatGPT work the same way.

Can I filter by country?

Yes. Country is a query filter, not a login region. Pull a US list from anywhere, or open a local cut — US, UK, Germany, Japan, India, and 13 other country pages are on /markets.

How do I start?

Click Connect Cursor on the homepage. A 14-day trial starts (100 lookups/day, no account). Then ask in chat. /playground lets you test a lookup without an AI.

Do I need a user account?

No. The trial is one per device and AI client (live reuse also matches your IP). Paid plans check out on Stripe and land on /dash with your install URL and key.

What does it cost?

Trial is free for 14 days (100 lookups/day). Explorer $29, Operator $79, Scale $199 per month. Code LAUNCH is 50% off the first 3 months (expires 31 Oct 2026).

What's my quota?

Ask Cursor that after install. The whoami MCP tool returns plan, used today, remaining, rate limit, and expiry. Same facts as GET /v1/whoami. Neither call counts against the daily cap.