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    "categories": [
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    "isDeprecated": false,
    "title": "LinkedIn Profile Scraper & Email Finder - No Login",
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    "readmeSummary": "## LinkedIn Profile Scraper & Email Finder\n\nA bulk LinkedIn profile scraper that reads public LinkedIn profile pages (the logged-out view) and converts each into a structured record for people-data and lead enrichment. Extracted profile data includes canonical profile link, full name, public headline, location, \"About\" summary, current employer, profile photo URL, lists of work-experience entries with company, title and date ranges plus company/profile links, lists of education entries with institution, degree and dates plus school links, and any public social/website links. Optional work-email discovery builds common address formats from the normalized person name and verifies mailboxes against the target company’s mail server, returning a confirmed work email and a deliverability score when verification succeeds. Technical capabilities emphasized: public-page HTML parsing at scale, name normalization (accent removal and title/post-nominal stripping), generation and sequential verification of common corporate email patterns, and structured output suitable for downstream enrichment and automation.\n\n## Use cases\n\n- Recruiting: enrich candidate lists with current role, work history and education  \n- Sales prospecting: turn decision-maker profiles into records with confirmed work emails  \n- Lead enrichment: convert profile links into CRM-ready rows with structured person and company data  \n- Market research: analyze roles, tenure and career paths across teams or industries  \n- AI agents: provide structured profile data for outreach pipelines and contact-persona workflows",
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