Store Leads Scraper

by SilentFlow

Extract ecommerce store intelligence from Store Leads. Look up any domain or search with advanced filters to get company info, traffic estimates, sales data, technologies, social profiles, and 80+ data fields per store.

Why use this scraper?

• Two authentication modes: Use your API key or session cookies
• Bulk domain lookups: Look up hundreds of domains in a single run
• 80+ data fields: Traffic, sales, technologies, social profiles, employees, products, and more
• Dashboard search support: Use Store Leads filters to find stores, then scrape the results
• High reliability: Automatic retry and residential proxy support

Use cases

Industry	Application
Lead generation	Build targeted lists of ecommerce stores by platform, country, or category
Market research	Analyze traffic, sales estimates, and technology adoption across segments
Competitive intelligence	Monitor competitors' tech stack, apps, social presence, and growth
Investment research	Screen ecommerce companies by revenue, traffic, and employee count
Agency prospecting	Find Shopify/WooCommerce stores that match your ideal client profile
App developers	Identify stores using specific apps or technologies for outreach

Input parameters

Search

Parameter	Type	Description
startUrls	array	Dashboard search URL(s) from storeleads.app/dashboard with filters applied
domains	array	List of domain names for direct lookup (e.g., "allbirds.com")

Authentication

Parameter	Type	Description
apiKey	string	Your Store Leads API key. Find it in Settings > API
cookies	array	Session cookies exported from your browser after logging into storeleads.app

How to get your API key: Log into storeleads.app, go to Settings > API, and generate a key.

How to get cookies: Log into storeleads.app, use a browser extension to export cookies as JSON.

Limits

Parameter	Type	Default	Description
maxItems	integer	100	Maximum total stores to save
maxPages	integer	10	Maximum pages per dashboard search

Advanced

Parameter	Type	Default	Description
requestTimeout	integer	30	Request timeout in seconds
debugMode	boolean	false	Enable detailed logging
proxy	object	residential	Proxy configuration

Output data

Store example

{
    "domain": "allbirds.com",
    "name": "Allbirds",
    "title": "Allbirds | Sustainable Shoes & Clothing",
    "description": "Allbirds makes the most comfortable shoes using sustainable materials.",
    "platform": "shopify",
    "platformDomain": "allbirds.myshopify.com",
    "platformRank": 42,
    "city": "San Francisco",
    "state": "California",
    "country": "United States",
    "countryCode": "US",
    "estimatedVisits": 3500000,
    "estimatedPageViews": 8750000,
    "estimatedSales": 1200000000,
    "estimatedSalesYearly": 14400000000,
    "productCount": 156,
    "avgPrice": 98.50,
    "avgPriceFormatted": "$98.50",
    "currencyCode": "USD",
    "employeeCount": 800,
    "rank": 156,
    "technologies": ["Shopify", "Google Analytics", "Klaviyo", "Yotpo"],
    "theme": {
        "name": "Custom",
        "vendor": "Allbirds",
        "version": "8.0.0"
    },
    "categories": ["Footwear", "Apparel"],
    "features": ["Free Shipping", "International Shipping", "Reviews"],
    "contactInfo": [
        {"type": "email", "value": "hello@allbirds.com", "source": "website"},
        {"type": "instagram", "value": "allbirds", "username": "allbirds", "url": "https://instagram.com/allbirds", "followers": 1200000, "postsCount": 2850, "description": "Better Things in a Better Way"},
        {"type": "twitter", "value": "allbirds", "username": "allbirds", "url": "https://twitter.com/allbirds", "followers": 85000},
        {"type": "facebook", "value": "weareallbirds", "username": "weareallbirds", "url": "https://facebook.com/weareallbirds", "followers": 450000}
    ],
    "contactPage": "https://allbirds.com/pages/contact",
    "returnsPage": "https://allbirds.com/pages/returns",
    "storeState": "Active",
    "createdAt": "2016-03-15",
    "lastUpdatedAt": "2026-02-20",
    "scrapedAt": "2026-02-24T10:30:00Z",
    "dataType": "domain"
}

Data fields

Category	Fields
Identity	domain, name, title, description, keywords, favicon, language, aliases
Location	city, state, country, countryCode, postalCode, streetAddress, latitude, longitude
Platform	platform, platformDomain, platformRank, plan
Traffic	estimatedVisits, estimatedPageViews
Sales	estimatedSales, estimatedSalesYearly
Products	productCount, variantCount, collectionCount, avgPrice, minPrice, maxPrice, currencyCode
Rankings	rank, rankPercentile, ccRank, ccCentrality
Company	merchantName, employeeCount, monthlyAppSpend
Technology	technologies, theme (name, style, vendor, version), apps
Contact & Social	contactInfo (email, phone, social profiles with url, username, followers, postsCount, description), contactPage
Pages	returnsPage, warrantyPage, trackingPage, faqPage, brandsPage, retailerPage, etc.
Categories	categories, tags, features
Clustering	clusterDomains, clusterBestRanked
Shipping	shippingCarriers, shipsToCountries
Status	storeState, createdAt, lastUpdatedAt, inactiveAt, redirectsTo
Meta	scrapedAt, dataType

Examples

Look up specific domains (API key)

{
    "domains": ["allbirds.com", "gymshark.com", "fashionnova.com", "skims.com"],
    "apiKey": "your_api_key_here",
    "maxItems": 100
}

Search US Shopify stores (dashboard URL)

{
    "startUrls": [{"url": "https://storeleads.app/dashboard/domains/f%3Acc=US&f%3Ap=1"}],
    "apiKey": "your_api_key_here",
    "maxItems": 500,
    "maxPages": 20
}

Search with cookies (no API key)

{
    "startUrls": [{"url": "https://storeleads.app/dashboard/domains/f%3Acc=US&f%3Ait=9&f%3Ap=1"}],
    "cookies": [{"name": "session_id", "value": "abc123", "domain": "storeleads.app"}],
    "maxItems": 200
}

Large bulk lookup

{
    "domains": ["store1.com", "store2.com", "store3.com"],
    "apiKey": "your_api_key_here",
    "maxItems": 10000
}

Integrations

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_API_TOKEN")

run = client.actor("silentflow/storeleads-scraper").call(run_input={
    "domains": ["allbirds.com", "gymshark.com"],
    "apiKey": "your_storeleads_api_key",
    "maxItems": 100,
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{item['domain']} - {item['name']} - Visits: {item['estimatedVisits']}")

JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });

const run = await client.actor('silentflow/storeleads-scraper').call({
    domains: ['allbirds.com', 'gymshark.com'],
    apiKey: 'your_storeleads_api_key',
    maxItems: 100,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach(item => {
    console.log(`${item.domain} - ${item.name} - Visits: ${item.estimatedVisits}`);
});

Performance & limits

Metric	Value
Domains per bulk request	up to 100
Default results per page	50
API rate limit	5-20 requests/second (depends on Store Leads plan)
Request timeout	configurable (default 30s)

Tips for best results

1. Start with a small test: Use maxItems: 10 to verify your setup works
2. Use bulk domain lookups: Much faster than searching - provide a list of domains directly
3. Dashboard search filters: Apply filters in the Store Leads dashboard, then paste the URL
4. Enable debug mode: Use debugMode: true to troubleshoot authentication or parsing issues

FAQ

Q: Do I need a Store Leads account? A: Yes, Store Leads requires authentication. You need either an API key or session cookies from a logged-in session.

Q: What's the difference between API key and cookies? A: Both work. API key is found in your Store Leads account settings. Cookies are exported from your browser after logging in. Use whichever is more convenient.

Q: How do I get a Store Leads API key? A: Log into storeleads.app, go to your account settings, find the API tab, and generate a key. API access requires a paid Store Leads plan.

Q: Can I look up any domain? A: Store Leads tracks 13M+ active ecommerce stores. If a domain is in their database, you'll get data for it.

Q: What happens if a domain is not found? A: The scraper logs a warning and continues with the next domain. Not-found domains don't count toward your result limit.

Q: How fresh is the data? A: Store Leads updates their data weekly. The lastUpdatedAt field shows when each store was last refreshed.

Support

Need help? We're here for you:

• Feature requests: Let us know what you need
• Custom solutions: Contact us for enterprise integrations or high-volume needs

Check out our other scrapers: SilentFlow on Apify