Shopify Store Leads Scraper — Detect, Extract, Enrich

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A one-stop Shopify intelligence actor. Give it any URL — get back whether it's a Shopify store, its plan tier, theme, currency, country, installed apps, full product catalogue, and a contact lead (email, phone, social profiles, legal business name).

What it does

For every URL you give it, the actor will:

1. Detect Shopify with confidence score (handles native Shopify and headless / Hydrogen / Next.js storefronts that use Shopify as backend).
2. Identify the tech stack: 60+ Shopify apps detected — Klaviyo, Recharge, Judge.me, Loox, Yotpo, Gorgias, Tapcart, Smile.io, Postscript, Attentive, Bold, Stamped, PageFly, GemPages, Triple Whale, Northbeam, Algolia, Klevu, Weglot, and many more.
3. Extract the full product catalogue — every product with all variants, prices, SKUs, images, tags, vendor, type, availability, sale flag.
4. Estimate the Shopify plan tier (Basic / Shopify / Advanced / Plus / headless).
5. Pull contact info — emails (mailto, footer, JSON-LD), phones (tel, JSON-LD), social profiles (Instagram, TikTok, Facebook, Twitter/X, YouTube, Pinterest, LinkedIn), the business's legal name (from privacy policy), country hints.
6. Map collections with product counts and handles.

Who uses it

• B2B SaaS sales teams finding ecommerce prospects in their ICP.
• Agencies prospecting Shopify stores using a specific app stack ("show me stores running Klaviyo + Recharge").
• Competitive intel — pull a competitor's entire catalogue, see what's on sale, what's new, what's out of stock.
• Dropshippers / resellers monitoring price & inventory.
• Investors sizing up DTC brands (plan tier, app stack, product count = revenue proxy).
• Tech-stack analysts building "what apps does this store run?" reports.

Five run modes

Change behavior with the mode input:

Filters

In products or full mode:

• maxProductsPerStore — cap per store
• minPrice / maxPrice — price range
• onlyAvailable — drop sold-out products
• onlyOnSale — only items where compare-at-price > price
• createdSinceDays — only products added in the last N days (new-arrival monitor)
• vendorFilter, productTypeFilter — narrow by vendor or product_type
• collectionHandles — scope to specific collections only

App-based discovery

Set appsFilter to drop stores that don't have at least one of the listed apps installed. Example:

{"startUrls":[{"url":"..."}],"appsFilter":["klaviyo","recharge"]}

→ only returns stores running Klaviyo OR Recharge.

Example inputs

1. Bulk fingerprint a list of domains

{
"startUrls":[
{"url":"https://www.allbirds.com"},
{"url":"kith.com"},
{"url":"colourpop.com"},
{"url":"https://shop.tesla.com"}
],
"mode":"fingerprint"
}

2. Pull entire catalogue of a single store

{
"startUrls":[{"url":"https://www.allbirds.com"}],
"mode":"products",
"maxProductsPerStore":5000
}

3. Find new arrivals on multiple competitors

{
"startUrls":[{"url":"competitor1.com"},{"url":"competitor2.com"}],
"mode":"products",
"createdSinceDays":7,
"onlyAvailable":true
}

4. Build a Klaviyo-using-beauty-brand leads list

{
"startUrls":[{"url":"https://www.colourpop.com"},{"url":"..."}],
"mode":"leads",
"appsFilter":["klaviyo"]
}

Output (fingerprint mode)

{
"_kind":"store",
"url":"https://www.allbirds.com",
"isShopify":true,
"confidence":1.0,
"headless":false,
"shop_id":"11044168",
"myshopify_domain":"allbirds.myshopify.com",
"theme_id":"129798963280",
"products_json_accessible":true,
"product_count":312,
"plan_tier_estimate":"Advanced",
"apps":["klaviyo","judge_me","tapcart"],
"apps_detail":[{"id":"klaviyo","name":"Klaviyo","category":"email_marketing"}, ...],
"lead":{
"email":["help@allbirds.com"],
"phone":["+1 888 963 8944"],
"socials":{
"instagram":"https://www.instagram.com/allbirds",
"tiktok":"https://www.tiktok.com/@allbirds"
},
"legal_name":"Allbirds, Inc.",
"address":"..."
},
"signals":["header:powered-by=Shopify","html_cdn_shopify","products_json_ok"]
}

Output (products mode, one row per product)

{
"_kind":"product",
"store":"https://www.allbirds.com",
"product_id":6616124981328,
"title":"Trino® Cozy Crew - Heathered Onyx",
"handle":"trino-cozy-crew-heathered-onyx",
"vendor":"Allbirds",
"product_type":"Socks",
"url":"https://www.allbirds.com/products/trino-cozy-crew-heathered-onyx",
"price_min":12.0,
"price_max":12.0,
"compare_at_price_max":24.0,
"on_sale":true,
"available":true,
"variant_count":4,
"variants":[{...}],
"images":[{...}],
"tags":["..."],
"created_at":"...",
"updated_at":"..."
}

Pricing (pay-per-event)

A typical fingerprint-only run on 1,000 domains costs ~$2.01. A full catalogue pull on 100 stores averaging 200 products each costs ~$10.20.

Ethics & robots.txt

The actor honors robots.txt by default. Shopify's /products.json, /collections.json and /sitemap.xml are publicly indexable on every store unless the merchant explicitly disallows them in robots.txt — this actor will not bypass that without an explicit input flag.

The actor does not scrape behind authentication, attempt to access admin paths, bypass Cloudflare/WAF on protected storefronts, or extract customer/order/PII data.

License

MIT.