# 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.

- URL: https://datatooly.xyz/category/lead-generation/
- Tools: 2 (0 live, 2 query builders)
- Updated: 2026-09-29

## Tools

- [Extract LinkedIn profiles — posts & articles](https://datatooly.xyz/linkedin-profile-lookup/) (query builder): 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.
- [Find LinkedIn profiles by job title and location](https://datatooly.xyz/linkedin-people-search/) (query builder): 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.

## Guides

- [LinkedIn X-Ray Search for Recently Updated Profiles (Past Week)](https://datatooly.xyz/guides/linkedin-x-ray-search-recently-updated-profiles/): 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.
- [How to Build a LinkedIn Profile Scraper: The Honest Technical Guide](https://datatooly.xyz/guides/build-linkedin-profile-scraper/): A 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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