LinkedIn Profile Scraper (Database) — No Cookies ✅ $3.20/1k

LinkedIn Profile Finder by Name & Company — $3.20/1k

sputnikapi/name-to-profile

Find a person’s LinkedIn profile from their full name — anchored to a company site domain for precision, or from the bare name when it is unique. Ambiguous names come back as a free row with the namesake count instead of a wrong guess. $3.20 per 1,000 resolved, 20% under the shelf. Misses are free.

Reverse Email Lookup — Name, LinkedIn Profile & Company

sputnikapi/reverse-email-lookup

Turn any email address into a person: full name, current job title and employer, LinkedIn profile URL, location, skills and career history — from a 1B+ profile database. $3.20 per 1,000 found; the complete 164-field document is one flag away at $8. Pay only when found — misses are free.

GitHub / Twitter Handle to LinkedIn Profile — $3.20/1k

sputnikapi/social-handle-lookup

Resolve a GitHub, Twitter/X or Facebook handle to the person’s LinkedIn profile: name, current role, employer, career history and their other social links. Built for developer recruiting and creator outreach. $3.20 per 1,000 matched, the full 164-field document $8. Pay only when found.

LinkedIn Profile Scraper · Fresh · No Cookies

data-slayer/linkedin-profile-scraper

Scrape fresh LinkedIn profile data in bulk from profile URLs. Export structured JSON, CSV, or Excel with experience, education, skills, job, company, and location fields. No LinkedIn login or cookies. $4 per 1,000 profiles.

LinkedIn Profile Scraper ✅ NO COOKIES

atomus/linkedin-profile-scraper

Scrape LinkedIn profiles into structured records: name, title, headline, summary, company, location, skills, education, and work history. Submit up to 5,000 URLs per run, each returns one record. Pay only for profiles found; not-found and errors are free. No account or cookies needed.

🎓 LinkedIn Profile Scraper: Education History ✅ No Cookies

sourabhbgp/linkedin-profile-scraper

Scrape public LinkedIn profiles without login or cookies. Get name, location, employer, full education history with dates, followers, recent posts and articles, plus 20+ similar profiles per person.

Extract complete public LinkedIn profiles for up to 1,000 people in a single run — experience, education, certifications, skills, and location. Optionally find business emails. No login or cookies required.

LinkedIn Profile Bulk Scraper+Email - No Cookies $3.5/$9 per 1k

marketlabs/linkedin-profile-scraper

Extract rich LinkedIn profile data—complete work history, education, skills, and more—without using cookies or a LinkedIn account. Designed for scale with high concurrency and quick turnarounds ⚡

LinkedIn Profile Scraper

coregent/linkedin-people-search-profile-scraper

Scrape complete LinkedIn profiles from URLs, usernames, or profile IDs. Work history, education, skills, certifications, current-company details, and optional business-email enrichment. Profiles are deduplicated across inputs. No LinkedIn login or cookies required.

Extract rich LinkedIn profiles without cookies or login: name, headline, experience, education, skills, about summary, and contact links. Only $3/1K profiles.