🛒 Shopify Merchant Scraper — Ultra-Fast Shopify Store Lead Extractor

Scrape any Shopify store for B2B merchant leads — store name, contact emails, phone numbers and social media profiles — using a raw HTTP engine that hits Shopify's JSON endpoints directly. This Shopify scraper skips slow headless browsers entirely, so it's fast, cheap, and built to process thousands of store URLs per run. No login and no API key required — just paste store URLs and run.

✨ What this Actor does / Key features

• 🚀 No-browser architecture — hits Shopify's internal JSON/data endpoints with raw HTTP. No page renders, no timeouts, just fast structured data.
• 📧 Lead contact extraction — pulls contact emails (primary + all found) and phone numbers (primary + all found) for B2B outreach.
• 🔗 Social media profiles — captures Facebook, Instagram and Twitter/X profile URLs for each store.
• 🏬 Store intelligence — extracts the official store name and clean domain from metadata and JSON-LD.
• 📦 Product status detection — reports whether the store's product catalog is active or hidden.
• 💰 Extreme cost-efficiency — consumes a fraction of the Compute Units of browser-based scrapers, lowering your price per lead.
• 📋 Bulk processing — feed a long list of Shopify store homepages and cap the run with a max-stores limit.
• 🛡️ Proxy rotation — built-in Apify Proxy support (residential recommended) to bypass rate limits at scale.
• 🔌 Automation-friendly — clean JSON output that plugs straight into n8n, Zapier, Make.com and custom API workflows.

🔍 Input

Field	Type	Description
startUrls	array	List of Shopify store homepages to extract leads from. Required.
maxItems	integer	Limit the total number of stores to scrape in this run.
proxyConfiguration	object	Proxy settings. Select proxy groups to bypass rate limits — residential is recommended.

🚀 Example input

{
  "startUrls": [
    { "url": "https://kyliecosmetics.com/" },
    { "url": "https://www.allbirds.com/" },
    { "url": "https://www.gymshark.com/" }
  ],
  "maxItems": 100,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

📦 Output

Each Shopify store is saved as a clean, machine-ready JSON item in the dataset. Export results to JSON, CSV, Excel, or HTML for your CRM and automation tools.

Field	Description
storeName	Official store name extracted from metadata and JSON-LD
domain	Clean hostname of the store
email	Primary verified contact email for B2B outreach
emails	Array of all contact emails found on the store
phone	Primary contact phone number
phones	Array of all phone numbers found
facebook	Facebook profile URL
instagram	Instagram profile URL
twitter	Twitter / X profile URL
productCount	Product catalog status (Active / Hidden)
url	Source URL that was scraped
scrapedAt	Precise timestamp of the extraction

💡 Use cases

• B2B lead generation — build targeted lists of Shopify merchants with verified emails and phone numbers for cold outreach.
• Sales & agency prospecting — agencies offering apps, design, marketing or logistics services can source qualified Shopify store leads at scale.
• Influencer & partnership outreach — find Shopify brands and their social profiles for collaboration campaigns.
• Market research — analyze the Shopify ecosystem by domain, store name and product catalog status.
• CRM enrichment — enrich existing merchant records with contact details and social links.
• Automation pipelines — feed fresh merchant leads into n8n, Zapier or Make.com sales sequences.

🛠️ How it works

1. Paste URLs — add your target Shopify store homepages to startUrls.
2. Set proxy — choose residential proxies for high-volume, high-stability runs.
3. Run — the Actor queries each store's JSON endpoints directly and writes structured leads to your dataset.

❓ Frequently Asked Questions

Is it legal to scrape Shopify stores? The Actor only collects publicly available business information that stores publish on their own websites (store name, public contact details, social links). You are responsible for using the data in compliance with applicable laws such as GDPR/CAN-SPAM and the target sites' terms. Consult your legal team for your specific use case.

Do I need an API key or a login? No. There is no Shopify account, app install, or API key needed. You only need an Apify account to run the Actor and provide a list of store URLs.

How many stores can I scrape in one run? The Actor is built for bulk processing — you can submit thousands of store URLs in a single run and use maxItems to cap the total. Because it uses raw HTTP instead of a browser, large runs stay fast and inexpensive.

Will it find an email for every store? It extracts emails and phones that are publicly discoverable from the store's pages and structured data. Not every Shopify store publishes a contact email, so some records may have empty contact fields.

Why is it cheaper than other Shopify scrapers? It uses a raw HTTP engine instead of a headless browser (Puppeteer/Playwright), which eliminates page-rendering overhead and consumes far fewer Compute Units — meaning a lower cost per lead.

Does it handle rate limits and anti-bot protection? Yes. The Actor supports Apify Proxy with rotation; residential proxies are recommended for high-volume runs to maintain a high success rate.

What output formats are supported? Results are stored in a structured Apify dataset and can be exported as JSON, CSV, Excel, or HTML, or pulled programmatically via the Apify API.

⏰ Scheduling & integration

Schedule this Actor on Apify to refresh your merchant lead lists on any cadence. Output exports to JSON, CSV, Excel or HTML, and integrates directly with n8n, Zapier, Make.com, Google Sheets, webhooks and your CRM through the Apify API.

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Changelog

• 2026-05-20 — Maintenance pass: reviewed the input schema and default values for a smooth one-click start, and rebuilt the Actor on the latest base image.

Last reviewed: 2026-05-20.