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

Setting	JSON key	Description	Default
Shopify Examples pages	startUrls	Optional Shopify-owned public Examples URLs.	https://www.shopify.com/examples
Maximum leads	maxItems	Unique lead rows to save.	25
Enrich storefronts	enrichStorefronts	Fetch public storefront pages for metadata and contacts.	true
Extra pages per store	maxEnrichmentPagesPerStore	Maximum same-site contact/about/support pages.	2
Skip previous domains	skipPreviouslyScraped	Persist and skip domains already saved in the same key-value store.	false
Request timeout	requestTimeoutSecs	Per-request timeout in seconds.	20
Require Shopify signal	failOnNoShopifySignal	Save only enriched storefronts with a public Shopify marker.	false

Output fields

Field	Description
domain, storeUrl	Normalized merchant domain and final public storefront URL.
sourceUrl, sourceRank, sourceCapturedAt	Shopify Examples link, deterministic document-order rank, and capture time.
myshopifyDomain, shopifyDetected	Directly visible Shopify domain/marker and detection result.
title, description	Public storefront metadata.
emails, phones	Deduplicated public contact values with source URLs.
socialLinks	Directly linked Instagram, Facebook, TikTok, X, YouTube, LinkedIn, Pinterest, or Linktree profiles.
enrichmentStatus, failureReason	not_requested, ok, partial, or failed, plus a diagnostic when applicable.
scrapedAt	ISO timestamp when the lead row was saved.

Input recipes

Fast source-only export

{ "maxItems": 50, "enrichStorefronts": false }

Scheduled enriched refresh

{ "maxItems": 100, "enrichStorefronts": true, "skipPreviouslyScraped": true }

Strict Shopify-only list

{ "maxItems": 25, "enrichStorefronts": true, "failOnNoShopifySignal": true }

Pricing

The Actor charges a small run-start event and one item event for each unique merchant lead saved. Failed enrichment attempts are not separate billable items, and duplicate domains skipped through recurrence history are not charged as items. See the live Pricing tab for current plan-specific rates and volume discounts.

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.”

Related actors

• Shopify Products Scraper — export full public product catalogs.
• Shopify App Store Scraper — research apps serving Shopify merchants.
• Shopify App Reviews Scraper — analyze public merchant feedback about Shopify apps.
• Website Contact Finder — enrich a known list of general websites.
• Ecommerce Product Page Scraper — extract structured data from known product pages.

FAQ

What data can I export with Shopify Store Leads Scraper?

You can export merchant domains, storefront URLs, source provenance, public metadata, emails, phones, social profiles, Shopify detection, and enrichment diagnostics as JSON, CSV, Excel, XML, or through the dataset API.

Can I run Shopify Store Leads Scraper through an API, schedule, or MCP client?

Yes. Use the API and MCP examples above, or create an Apify schedule with persistent storage to refresh leads and skip previously saved domains.

How much does it cost to use Shopify Store Leads Scraper?

The Actor charges once when a run starts and once per unique result saved. Current plan-specific rates and volume discounts are shown on the live Pricing tab.

Can I export the leads to CSV or Excel?

Yes. Apify datasets can be downloaded as JSON, CSV, Excel, XML, or accessed through the API.

Why is a lead marked partial or failed?

A storefront or one of its public contact pages may time out, block access, or omit expected fields. The source lead is retained with enrichmentStatus and failureReason so discovery work is not lost.

Does this access Shopify Admin or customer information?

No. It uses public source pages and public storefront pages only.

Support

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