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    "title": "LinkedIn Profile Scraper(No cookies)",
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    "seoTitle": "Fast LinkedIn Profile Data Scrape",
    "seoDescription": "Securely scrape complete LinkedIn profiles at scale. Extract experience, education, skills, and networking data instantly to JSON/CSV without getting banned.",
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    "readmeSummary": "## LinkedIn Profile Extractor and B2B Email Enricher\n\nA LinkedIn profile extractor that scrapes and structures LinkedIn profile data and can optionally enrich profiles with discovered B2B email addresses and validation metadata. The Actor uses rotating session cookies, multi-threaded concurrency, and real‑time scraping to collect structured profile metadata (summary, headline, follower counts), full work history with role descriptions, education, certifications, top skills, languages, and volunteer experience. An optional Multi-Method Email Discovery pipeline attempts to find and validate corporate email addresses using layered techniques including native profile pattern scanning, internal contact harvesting, and SMTP/MX probing, and returns discovered addresses along with a confidence/validation indicator. Keywords: LinkedIn scraping, profile extraction, B2B email enrichment, email discovery, email validation, SMTP probing, MX probing, regex scanning, contact harvesting, rotating session cookies, concurrency, real-time data, experience extraction, education extraction, skills extraction, certifications.\n\n## Use cases\n\n- Lead generation and building prospect lists via LinkedIn profile enrichment  \n- Recruitment and talent sourcing with structured work history and education data  \n- High-level networking and contact discovery for outreach  \n- Deep B2B prospecting with email discovery and validation",
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