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    "categories": [
      "LEAD_GENERATION",
      "SOCIAL_MEDIA",
      "AUTOMATION"
    ],
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    "title": "LinkedIn Profile Scraper + Email Finder (No Cookies)",
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    "seoTitle": "LinkedIn Profile Scraper + Email Finder (No Cookies)",
    "seoDescription": "LinkedIn scraper — extract profiles and find emails without cookies or login. Bulk scraping with email enrichment from Google, GitHub, SMTP, and Holehe. No account risk. Residential proxy built in.",
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    "readmeSummary": "## LinkedIn Profile Scraper + Email Finder (No Cookies)\n\nA LinkedIn profile scraper that fetches public profile pages without logging in or using cookies, parses embedded JSON-LD and page HTML to extract full-profile data (name, headline, location, bio, profile photo URL, follower counts, work experience and dates, education, listed skills, published articles) and concurrently runs multi-source email discovery to return verified candidate email addresses with confidence scores. Email enrichment combines Google Dorking, GitHub commit history scanning, SMTP pattern verification against mail servers, and platform-registration checks to rank and validate addresses. The Actor is optimized for bulk processing via a parallel pipeline and concurrent enrichment, and includes anti-detection measures such as rotating residential IPs, realistic user-agent and header rotation, randomized request delays, retry/backoff logic, and per-request proxy rotation to maximize throughput and reliability while producing structured per-profile results.\n\n## Use cases\n\n- Sales & lead generation: build prospect lists with verified contact information  \n- Recruiting & talent sourcing: enrich candidate profiles with email addresses  \n- Market research: analyze competitor teams and track executive movements  \n- CRM enrichment: append LinkedIn profile data and contact details to CRM records  \n- Journalism & OSINT: research public figures and professionals using linked public data sources  \n- Bulk outreach: scrape and enrich thousands of profiles for mass outreach campaigns",
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