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Real LinkedIn Email Scraper

Collect verified contact emails from LinkedIn search results without writing any code. The actor searches Google for matching LinkedIn profile pages, opens results, and extracts email addresses that are publicly visible or listed on linked websites.

When to use this actor

• Prospecting: Build contact lists for sales or recruiting based on job titles, industries, or locations.
• Market research: Discover email addresses associated with specific companies or roles.
• Data enrichment: Complement CRM records with verified contact emails gathered from public sources.

Input parameters

Configure inputs in the Apify console or via storage/key_value_stores/default/INPUT.json. Refer to .actor/input_schema.json for defaults and value ranges.

• Keyword (string, required) — Main search phrase (e.g. "marketing director fintech"). Support for multiple keywords separated by commas (e.g. "CEO, CTO, Founder").
• location (string, optional) — Extra qualifier appended to the Google query (e.g. "Paris"). Support for multiple locations separated by commas (e.g. "Paris, Lyon, Marseille").
• social_network (string, required) — Domain to target. Defaults to linkedin.com/. Support for linkedin.com/, pinterest.com/, amazon.com/, facebook.com, twitter.com, instagram.com.
• Country (string, required) — Two-letter code that chooses the Google site filter.
• Email_Type (string, required) — 0 to keep popular domains (@gmail.com, etc.) or 1 to require company domains.
• Other_Email_Type (string, optional) — Custom domain pattern when Email_Type = 1.
• proxySettings (object, optional) — Apify proxy configuration. Recommended for steady harvesting. Uses GOOGLE_SERP proxies by default for optimal results.
• maxItems (integer, optional) — Maximum unique emails to return. The actor stops once this limit is reached.

Features & Optimizations

• Advanced Search Engine: Automatically combines keywords and locations using proprietary search patterns to maximize lead discovery.
• Smart Data Extraction: Uses advanced algorithms to detect, clean, and verify email addresses from various public sources.
• Deep Website Crawling: Proactively explores linked websites to find contact information that isn't visible on search result snippets.
• High Success Rate: Optimized for high-volume extraction with automatic proxy management and anti-blocking measures.
• Global Coverage: Designed to work across different regions and industries with specialized handling for international data.

Sample input

{
"Keyword":"CEO, Founder",
"location":"Paris, London",
"social_network":"linkedin.com/",
"Country":"www",
"Email_Type":"0",
"proxySettings":{"useApifyProxy":true},
"maxItems":50
}

Output data

Results are stored in the default dataset; each item contains:

• Email — Extracted email address.
• title — Result headline or profile title.
• Description — Snippet from the search result or crawled page.
• Detail_Link — URL of the page where the email was discovered.

Duplicate addresses are automatically filtered out, and any errors encountered while visiting a URL are logged to the run console.

Tips

• Supply precise keywords to reduce noise (e.g. add company names or roles).
• Enable the Apify proxy when scraping at scale to minimise CAPTCHA prompts.
• Respect local privacy regulations and LinkedIn’s terms when using collected data.