Shopify Store Leads Scraper

Discover public Shopify merchant domains and export contact-ready lead rows with source provenance, storefront metadata, emails, phones, and social profiles. Use repeat runs to refresh ecommerce prospect lists without accessing Shopify admin, customers, orders, checkout, or account data.

Who is it for

Built for B2B sales teams, Shopify app vendors, ecommerce agencies, partnership teams, and market researchers who need repeatable public merchant lead exports.

What you get

• Curated public Shopify merchant domains from Shopify's official Examples directory
• Shopify Examples source URL and deterministic document-order rank on every lead
• Normalized storefront URL and public Shopify detection
• Public storefront title, description, emails, phones, and directly linked social profiles
• Explicit enrichment status and failure reason, so partial leads are preserved rather than silently dropped
• Persistent domain deduplication for scheduled lead-list refreshes

Example input

{
  "startUrls": [{ "url": "https://www.shopify.com/examples" }],
  "maxItems": 10,
  "enrichStorefronts": true,
  "maxEnrichmentPagesPerStore": 2,
  "skipPreviouslyScraped": false
}

Example output

{
  "domain": "mollyjogger.com",
  "storeUrl": "https://www.mollyjogger.com/",
  "sourceUrl": "https://www.mollyjogger.com/",
  "sourceRank": 1,
  "myshopifyDomain": null,
  "shopifyDetected": true,
  "title": "Fashion Nova | Trendy Clothes for Women, Men & Plus Sizes",
  "description": "Trend-first fashion for every body.",
  "emails": [],
  "phones": [],
  "socialLinks": {
    "instagram": ["https://www.instagram.com/fashionnova/"],
    "facebook": ["https://www.facebook.com/Fashionnova/"]
  },
  "enrichmentStatus": "ok",
  "failureReason": null,
  "scrapedAt": "2026-08-20T22:13:36.669Z",
  "sourceCapturedAt": "2026-08-20T22:13:35.830Z"
}

Shopify lead scraper use cases

Use the Actor as a Shopify lead scraper, a scheduled Shopify stores scraper, or a public-data alternative to a Shopify store finder API.

• Shopify app sales: refresh merchant prospect lists for public, relevant outreach.
• Ecommerce agencies: identify storefronts that may need design, development, SEO, or retention services.
• Partnership teams: export merchant domains and public social profiles for partner research.
• Market research: compare public Shopify-hosted merchant populations over time.
• Scheduled lead refreshes: enable skipPreviouslyScraped to avoid saving and charging duplicate domains across runs that share the same key-value store.

Input settings

Tips and limits

• Start with source-only mode for fast domain exports; enable enrichment when contact and social signals are needed.
• Public storefront fields vary. Empty contact arrays mean no matching public value was found within the configured page limit.
• failOnNoShopifySignal requires enrichment and may reduce output when storefronts block requests.
• The Actor discovers curated merchant examples from Shopify-owned public Examples pages. It deduplicates domains and fails clearly when a source page unexpectedly contains no merchant links.
• This Actor does not provide keyword/category/country search, verified emails, payment methods, private analytics, full products, customer data, or order data.

API usage

Node.js

import { ApifyClient } from 'apify-client';
const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('fetch_cat/shopify-store-leads-scraper').call({
  maxItems: 10,
  enrichStorefronts: true
});
console.log(run.defaultDatasetId);

Python

from apify_client import ApifyClient
client = ApifyClient('YOUR_APIFY_TOKEN')
run = client.actor('fetch_cat/shopify-store-leads-scraper').call(run_input={
    'maxItems': 10,
    'enrichStorefronts': True,
})
print(run['defaultDatasetId'])

cURL

curl -X POST 'https://api.apify.com/v2/acts/fetch_cat~shopify-store-leads-scraper/runs?token=YOUR_APIFY_TOKEN' \
  -H 'Content-Type: application/json' \
  -d '{"maxItems":10,"enrichStorefronts":true}'

MCP and AI agents

Connect through the Apify MCP Server:

claude mcp add apify --transport http 'https://mcp.apify.com?tools=fetch_cat/shopify-store-leads-scraper'

Or add the server to your MCP client configuration:

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=fetch_cat/shopify-store-leads-scraper"
    }
  }
}

Example prompts:

• “Export 25 public Shopify merchant leads with contact enrichment.”
• “Refresh this scheduled Shopify lead dataset and skip domains already saved.”
• “Show leads with public Instagram profiles and successful enrichment.”

Support

Open an issue from the Actor page and include the run URL, input, expected behavior, and one reproducible public source or storefront URL.