Category · 2 tools

Lead generation data tools

LinkedIn has no public API for profile data, but public profile pages can be read without logging in. The tools in this category are query builders for finding and extracting that public data: they assemble a ready-to-run configuration and show a fixed example of the structured output, such as name, headline, work history, education, recent posts and articles. They do not fetch live profiles in your browser. The extraction runs on the backing Apify actor, and only public information is collected; respect LinkedIn's terms and local data-protection rules.

Updated September 29, 2026 · By Omar Eldeeb

Tools

Lead Generation tools

Query builders show a fixed example of the output shape, not live results. Run the query on the Apify actor for real data.

Query builder · Lead Generation

Extract LinkedIn profiles — posts & articles

Free query builder for a LinkedIn profile scraper: paste profile URLs, preview the JSON output shape, then run it on Apify — no cookies or login.

Open tool → Query builder · Lead Generation

Find LinkedIn profiles by job title and location

Free LinkedIn people search builder: enter job titles and locations, preview name, headline, company and profile URL rows, then run it on Apify. No cookies.

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Guides

Guides for lead generation

Lead Generation · September 29, 2026LinkedIn X-Ray Search for Recently Updated Profiles (Past Week)Add Google's past-week filter to a LinkedIn X-ray search to surface recently re-indexed profiles, then dedupe by slug so each run shows only new people.Lead Generation · June 13, 2026How to Build a LinkedIn Profile Scraper: The Honest Technical GuideA practical, honest guide to building a LinkedIn profile scraper: why there's no public API, how public pages embed JSON-LD, and the legal reality.

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Every tool here is free to use with no login. The backing actors run on Apify — free to start, then pay-as-you-go. Affiliate disclosure.