Shopify research for your AI
A store analyzer, product finder, and list builder your agent can query: live traffic, modeled revenue, prices, and the apps each store runs.
1,367,109
stores · traffic + revenue
368.9M
products · price history
21,270
apps · detected per store
Look up a store, then connect
Also VS Code, ChatGPT, Windsurf…
Looks up the store you typed, then opens your agent. 14 days · 100/day · no card.
How it works
Store analyzer, list, or product — in one chat
01
See a store
Type a brand or pick a suggestion. You see traffic and modeled revenue before you leave.
02
Accept the prompt
Cursor or Claude opens with the key in the URL. This tab stays open until the agent binds.
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
Store analyzer
Paste a domain: traffic, modeled revenue band, apps, what moved. Ads and units need a paid plan.
Product research
Shopify product finder: seller count, price band, how crowded the idea looks. Quote the catalog.
List of Shopify stores
Filter 1.37M shops by country or niche. Keep rows that have an email or Instagram.
Competitor prices
Who cut prices this week, and by how much — across 1.37M stores.
Playground
Try a lookup
Run is cached and does not use your trial quota. Curl still uses your key.
curl -sS -H "Authorization: Bearer $NJ_KEY" "https://mcp.neonjelly.io/v1/stores?q=gruntstyle&limit=3"Pick a query. Run is cached on our side. Curl is for your terminal.
More calls: playground.
Plans
Start free, upgrade when you hit the cap
Explorer is the entry plan. Yearly is 10 months - two months free. Code LAUNCH is 50% off the first 3 months.
$014 days
One per device and AI client. Store lists, product research, and what changed on a store.
100 calls / day
20 / min
No Signals
Start trial$29/ mo
Product research plus competitor ads and units.
2,000 calls / day
30 / min
Signals · 8 watches
$79/ mo
Higher daily cap. Watch more competitors.
15,000 calls / day
90 / min
Signals · 20 watches
$199/ mo
Highest daily cap. More competitor watches.
50,000 calls / day
180 / min
Signals · 40 watches
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?
- People type that. The catalog layer 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 come from the catalog — do not let the model invent them.
- I just need a list of Shopify stores and emails. Do I need to be a developer?
- No. Click Connect Cursor, then 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?
- Click Connect Cursor on the homepage. A 14-day trial starts (100 lookups/day, no account). Then 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.
Watch a store. See what moved.
Free 14 days. No account. Connect Cursor or Claude and ask.