Shopify research for your AI

How it works

Store analyzer, list, or product - in one chat

1. 01

   See a store

   Type a brand or pick a suggestion. You see traffic and modeled revenue before you leave.

2. 02

   Accept the prompt

   Cursor or Claude opens with the key in the URL. This tab stays open until the agent binds.

3. 03

   Ask for more

   “20 US skincare emails,” “who cut price this week,” or any of 60 tools.

Use cases

Shopify competitor analysis, lists, and products

All playbooks · 60 MCP tools · catalog API

Pick a query. Run is cached. No key needed.

More calls: 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 research for your AI: a store analyzer, a list of Shopify stores, and product research over 1.37M shops. Search a product, look up a domain, or pull a list with emails. Catalog feeds cover traffic, prices, and new products. Ads and units are paid Signals.

Is this a Shopify spy tool?

The catalog is competitor analysis you can re-run: traffic, a modeled revenue band, apps, price diffs. Ads and daily units are not free - they need a paid Signals watch on that domain. We do not ship a Chrome extension on this site.

Can you detect Shopify apps or the theme?

Apps, yes - they come back on the store card (Klaviyo, Gorgias, Shop, bundles). Theme name is not on the card. We say that instead of guessing Dawn vs a paid theme.

How do you track a store?

Ask for what moved: prices, new products, traffic. That works on any store in the catalog. Watching a competitor’s ads and daily units is paid, and only if that domain is already on a watch.

Can I see if a product idea is saturated?

Ask "is yoga mat crowded?" You get seller count, a crowded-or-not verdict, and who already sells it. Those numbers are catalog rows, not a guess.

I just need a list of Shopify stores and emails. Do I need to be a developer?

No. Look up a store, then open Cursor and type “20 US skincare stores with emails.” The AI picks the tool. Claude and ChatGPT work the same way.

Can I filter by country?

Yes. Country is a filter, not where you log in. Pull a US list from anywhere. Country pages cover the US, UK, Germany, Japan, India, and 13 more.

How do I start?

Look up a store on the homepage or /start. A 14-day trial starts (100 lookups/day, no account). Then open Cursor or Claude and ask in chat. The playground lets you test a lookup without an AI.

Do I need a user account?

No. One trial per device and AI client. Paid plans check out on Stripe, then you get a dashboard with your connect 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?

After install, ask “what’s my plan and remaining quota?” That call does not count against the daily cap.