Shopify data for your apps and AI agents
Ask about any Shopify store and get its traffic and sales estimates, apps, theme, live ads, competitors, and the people behind it. Your agent calls it over MCP. Your code calls the same data over REST.
What do we know about lumen-goods.com?
{
"domain": "lumen-goods.com",
"name": "Lumen Goods",
"country": "US",
"currency_code": "USD",
"is_shopify_plus": true,
"shopify_theme": "Dawn",
"estimated_monthly_visits": 412000,
"estimated_monthly_sales": 286500,
"apps": ["Klaviyo", "Judge.me", "Recharge"],
"competitors": ["hearthandloom.com", "softnest.co", "oakline.store"],
"active_ads": {
"count": 14,
"platforms": ["Meta", "TikTok"]
},
"people": [
{ "name": "Maya Chen", "role": "Founder & CEO" }
]
}[ WITHOUT SHOPLENS ]
Shopify store data is hard to get and harder to keep fresh
Every app, agency, and analyst selling to Shopify merchants ends up writing the same scraper. It breaks, it misses what changed, and it can't tell you how much a store sells.
Scrapers break every week
Every store runs its own theme, paginates its catalog its own way, and rate-limits you. Your engineers end up maintaining proxies and parsers instead of the product customers pay for.
Storefronts hide the numbers
A store page shows products and prices. Traffic, sales, installed apps, and the team behind the store sit in several other tools, each with its own format and its own bill.
Changes slip past you
A competitor cuts a price or sells out on Tuesday. Without something watching each product, the people using your tool find out days later, or never.
[ STORE DATA ]
Everything a storefront won't tell you
One lookup returns the store's profile, catalog, app stack, live ads, team, and the markets it sells to.
Traffic and sales estimates
Monthly visits and estimated sales, so you can size a store before you pitch it or compete with it.
Est. monthly visits
412K
Est. monthly sales
$286.5K
Catalog and best sellers
Product, variant, and collection counts, plus the products each store sells most.
Products
318
Variants
1,142
Collections
24
Top 1Nike Air Foamposite Pro$250
Top 2Air Jordan 12 Retro$215
Top 3Adidas x Bad Bunny Gazelle Indoor$140
Apps, theme, and app spend
The apps a store has installed, what it spends on them each month, the theme it runs, and whether it's on Shopify Plus.
Monthly app spend
$1,140
Theme
Dawn
Shopify Plus
Yes
Klaviyo
Judge.me
Recharge
Gorgias
Yotpo
Active ads
How many ads a store is running right now, with the platform, copy, and start date of each one.
Active ads
14
20% off linen throws this weekOct 18- The mug set is back in stockOct 12
- How we weave our blanketsOct 3
People
The team behind the store, with each person's role, LinkedIn profile, email, and phone, so you know who to contact.
Maya Chen
Founder & CEO · lumen-goods.com
- linkedin.com/in/mayachen
- m***@lumen-goods.com
- Phone
- +1 *** *** 4821
Markets and company
Home country and region, the countries it ships to, languages, currency, category, and headcount.
- Based in
- United States · North America
- Ships to
- US, CA, GB, AU, DE +18
- Languages
- English, French, German
- Currency
- USD
- Category
- Home & Garden
- Employees
- 11–50
[ FOR AI AGENTS ]
Give your agent a tool for every Shopify store
Connect the ShopLens MCP server and your agent can look up stores, read catalogs and ads, find the right contact, and set monitors on its own. Answers come back as compact JSON instead of raw storefront HTML, so they use less of the context window.
Claude Codeclaude mcp add --transport http shoplens https://mcp.shoplens.dev/mcpWorks with any MCP client, including Claude, Cursor, and VS Code.
You
Did any of my competitors start a sale this week?
shoplens.get_store("lumen-goods.com")
shoplens.list_ads("hearthandloom.com")
shoplens.list_ads("softnest.co")
shoplens.list_ads("oakline.store")
shoplens.list_products("softnest.co", on_sale)
Agent
Two of your three competitors did. softnest.co launched a Meta ad on Oct 20 for 20% off bedding and cut the Cloud Pillow from $68 to $54. oakline.store is running a TikTok ad for free shipping over $75.
- get_storeProfile, estimates, apps, theme, competitors
- list_productsCatalog, variants, and best sellers
- list_adsActive ads with copy, format, and platform
- list_peopleTeam members, roles, and contact details
- create_monitorWatch prices, stock, and promotions
[ MONITORS ]
Watch any store and get a webhook when it changes
Point a monitor at a store or a single product. We check it and send your endpoint what changed, before and after. Price trackers, restock alerts, and competitor feeds stop needing a crawler of their own.
Stock and sell-outs
A variant runs out or comes back in stock.
Price changes
Old price, new price, and the variant that moved.
Promotions
New compare-at prices, discounts, and sitewide sales.
Product images
Photos added, removed, or replaced on a product.
New products
Every product a store publishes, the day it goes live.
App installs
A store adds or removes an app from its stack.
{
"type": "price.changed",
"store": "lumen-goods.com",
"product": "Linen Throw Blanket",
"variant": "Oat / Queen",
"previous_price": "89.00",
"price": "71.20",
"compare_at_price": "89.00",
"detected_at": "2026-10-21T08:14:03Z"
}[ EXAMPLE ]
A competitor drops the Linen Throw by 20%. Your user gets a Slack message from your app a few minutes later.
[ HOW IT WORKS ]
From domain to data in three calls
Authenticate with one API key and call a REST endpoint. Every response is JSON.
curl https://api.shoplens.dev/v1/stores/lumen-goods.com \
-H "Authorization: Bearer $SHOPLENS_API_KEY"Send any Shopify domain and get the store profile: traffic and sales estimates, country, currency, apps, and Plus status.
[ USE CASES ]
What developers build on ShopLens
You build the product. ShopLens supplies the Shopify data underneath it.
Competitor trackers
Dashboards that show merchants what their rivals charge, stock, and promote, updated by monitors.
Lead scoring for apps and agencies
Enrich a list of store domains with category, Plus status, installed apps, and estimated sales, then pitch the best fits first.
Repricing tools
Feed competitor price and stock changes into pricing rules as soon as the webhook arrives.
Market research
Compare traffic, sales, and catalog size across the stores in a niche before you enter it.
Product research
Track best sellers and new launches across the stores you follow.
AI agents
Sales and research agents that look up a store, its ads, and its team before writing the first email.
[ FAQ ]
Questions developers ask us
Something missing? Email us and we'll answer it here.
Which stores does ShopLens cover?
Any public Shopify store. Send its custom domain or its myshopify.com address and we resolve it to the same store.
How are visits and sales estimated?
We model them from public signals on each storefront. They're estimates, so they work best for comparing and ranking stores, not as exact revenue figures.
How do monitors notify me?
Each monitor has a webhook URL. When a check finds a change, we send a JSON event with the store, the product, and the values before and after.
Can my AI agent use ShopLens?
Yes. Add the ShopLens MCP server to Claude, Cursor, or any other MCP client and the agent gets tools to look up stores, products, ads, and people, and to create monitors.
What does the API return?
JSON over REST. You authenticate every request with an API key in the Authorization header.
Can I use ShopLens data inside a product I sell?
Yes. ShopLens is built for developers who ship tools to other people, so you can show the data inside your own app.
[ GET STARTED ]
Start building on Shopify data
Get an API key and make your first store lookup in a few minutes.