LinkedIn (jobs & companies) scrapers compared
300 tools that scrape LinkedIn (jobs & companies), ranked by real usage over the last 30 days. Success rate is the share of public runs that finished successfully in the last 30 days. 84,033 people used one of these in the past month.
Most used: Linkedin Jobs Scraper (16,500 users in 30 days).
Most reliable with 300+ runs: Linkedin Job Scraper (100.0% of 418 runs succeeded).
Cheapest with at least 95% success: LinkedIn Jobs API | Search Job Listings & Salaries ($0.010 per 1,000 results, list price).
| Tool | Users 30d | Success 30d | Runs 30d | Per 1k results | Per run | Rating | Last run |
|---|---|---|---|---|---|---|---|
| Linkedin Jobs Scraper curious_coder/linkedin-jobs-scraper | 16,500 | 98.7% | 494,414 | $2.00 | <$0.001 | 4.5 (142) | 2026-10-17 |
| Linkedin Post Search Scraper (No Cookies) harvestapi/linkedin-post-search | 9,152 | 99.7% | 1,702,274 | $2.00 | <$0.001 | 5.0 (53) | 2026-10-17 |
| LinkedIn Company Details Scraper (No Cookies) harvestapi/linkedin-company | 7,981 | 100.0% | 1,881,102 | $4.00 | <$0.001 | 4.5 (33) | 2026-10-17 |
| 🏆 LinkedIn Jobs Scraper valig/linkedin-jobs-scraper | 5,583 | 98.5% | 396,036 | $0.40 | $0.001 | 4.7 (26) | 2026-10-17 |
| 🔥 LinkedIn Jobs Scraper bebity/linkedin-jobs-scraper | 5,543 | 99.1% | 206,936 | $1.50 | <$0.001 | 4.4 (73) | 2026-10-17 |
| LinkedIn Company Posts Scraper (No Cookies) harvestapi/linkedin-company-posts | 4,831 | 100.0% | 673,287 | $2.00 | <$0.001 | 5.0 (21) | 2026-10-17 |
| LinkedIn Jobs Scraper | Remove Duplicate Jobs | Pay Per Result cheap_scraper/linkedin-job-scraper | 3,732 | 97.8% | 67,986 | $0.70 | $0.005 | 4.4 (42) | 2026-10-17 |
| LinkedIn Company Search Scraper (No Cookies) harvestapi/linkedin-company-search | 3,533 | 99.9% | 314,408 | $2.00 | $0.001 | 4.4 (22) | 2026-10-17 |
| LinkedIn Post Comments Scraper (No Cookies) harvestapi/linkedin-post-comments | 2,469 | 100.0% | 729,938 | $2.00 | — | 4.8 (22) | 2026-10-17 |
| Company Employees Scraper for LinkedIn | No Cookies apimaestro/linkedin-company-employees-scraper-no-cookies | 2,327 | 99.9% | 263,764 | $10.00 | — | 2.9 (18) | 2026-10-17 |
| Profile Posts Scraper for LinkedIn [No Cookies] apimaestro/linkedin-profile-posts | 2,001 | 98.2% | 1,361,268 | $5.00 | — | 4.8 (65) | 2026-10-17 |
| Advanced LinkedIn Job Search API fantastic-jobs/advanced-linkedin-job-search-api | 1,912 | 100.0% | 127,134 | $5.00 | $0.010 | 3.0 (21) | 2026-10-17 |
| Posts Search Scraper for LinkedIn | No Cookies apimaestro/linkedin-posts-search-scraper-no-cookies | 1,868 | 100.0% | 168,979 | $5.00 | — | 4.7 (36) | 2026-10-17 |
| Linkedin Post Scraper ✅ No cookies supreme_coder/linkedin-post | 1,594 | 99.8% | 464,644 | $2.00 | <$0.001 | 4.1 (54) | 2026-10-17 |
| LinkedIn Post Reactions Scraper (No Cookies) harvestapi/linkedin-post-reactions | 1,278 | 100.0% | 445,175 | $2.00 | — | 5.0 (19) | 2026-10-17 |
| Company Posts Scraper for LinkedIn – No Cookies apimaestro/linkedin-company-posts | 874 | 93.9% | 322,295 | $5.00 | — | 5.0 (17) | 2026-10-17 |
| Post Comments & Engagements Scraper for LinkedIn | No Cookies apimaestro/linkedin-post-comments-replies-engagements-scraper-no-cookies | 699 | 100.0% | 78,188 | $5.00 | — | 5.0 (7) | 2026-10-17 |
| Company Detail Scraper for LinkedIn (No Cookies) apimaestro/linkedin-company-detail | 587 | 100.0% | 236,110 | $5.00 | — | 3.0 (23) | 2026-10-17 |
| ⚡️Rapid Linkedin Jobs Scraper worldunboxer/rapid-linkedin-scraper | 571 | 98.8% | 18,475 | $0.50 | $0.008 | 3.8 (28) | 2026-10-17 |
| Post Data Scraper for LinkedIn | No Cookies apimaestro/linkedin-post-detail | 463 | 100.0% | 62,409 | $5.00 | — | 5.0 (3) | 2026-10-17 |
| LinkedIn Engagers | Likers, Commenters, Reshares | No Cookies scraping_solutions/linkedin-posts-engagers-likers-and-commenters-no-cookies | 365 | 100.0% | 36,479 | $1.50 | — | 5.0 (2) | 2026-10-17 |
| LinkedIn Ads Scraper silva95gustavo/linkedin-ad-library-scraper | 354 | 95.6% | 139,850 | — | <$0.001 | 5.0 (8) | 2026-10-17 |
| Linkedin Posts Search Scraper (No Cookie) datadoping/linkedin-posts-search-scraper | 342 | 98.2% | 31,691 | $1.55 | — | 5.0 (1) | 2026-10-17 |
| LinkedIn Ads Scraper — Ad Library, Impressions, No Login memo23/linkedin-ads-scraper | 265 | 99.6% | 48,250 | $1.50 | <$0.001 | 5.0 (2) | 2026-10-17 |
| LinkedIn Job Scraper crawlworks/linkedin-jobs-scraper | 225 | 99.3% | 5,696 | $5.00 | <$0.001 | 4.8 (13) | 2026-10-17 |
| Jobs Scraper for LinkedIn - No Cookies apimaestro/linkedin-jobs-scraper-api | 224 | 100.0% | 67,535 | $5.00 | — | 3.7 (8) | 2026-10-17 |
| Post Reactions Scraper for LinkedIn apimaestro/linkedin-post-reactions | 213 | 100.0% | 46,327 | $5.00 | — | 5.0 (4) | 2026-10-17 |
| Profile Comments Scraper for LinkedIn [No Cookies] apimaestro/linkedin-profile-comments | 213 | 99.9% | 40,367 | $5.00 | — | 5.0 (6) | 2026-10-17 |
| LinkedIn Company Posts Scraper automation-lab/linkedin-company-posts-scraper | 173 | 99.7% | 16,180 | $1.00 | $0.010 | — | 2026-10-17 |
| Mass Profile Posts Scraper for LinkedIn | No Cookies apimaestro/linkedin-batch-profile-posts-scraper | 172 | 100.0% | 86,927 | $5.00 | — | 4.6 (12) | 2026-10-17 |
| LinkedIn Jobs Scraper - Search, Filter & Detail Extraction kaix/linkedin-jobs-scraper | 165 | 88.8% | 15,643 | $0.060 | <$0.001 | 5.0 (1) | 2026-10-17 |
| LinkedIn Posts Search Scraper freshdata/linkedin-post-search-scraper | 160 | 99.8% | 430 | $8.00 | — | — | 2026-10-16 |
| Linkedin Job Scraper freshdata/linkedin-job-scraper | 157 | 100.0% | 418 | $8.00 | — | 5.0 (1) | 2026-10-16 |
| LinkedIn Posts Scraper ✅ NO COOKIES atomus/linkedin-posts-scraper-pro | 148 | 99.9% | 13,667 | $2.00 | <$0.001 | 5.0 (3) | 2026-10-17 |
| LinkedIn Detect Activity Time bestscrapers/linkedin-detect-activity-time | 131 | 100.0% | 51,451 | $8.00 | — | — | 2026-10-17 |
| Linkedin Open To Work Status bestscrapers/linkedin-open-to-work-status | 129 | 100.0% | 23,341 | $8.00 | — | — | 2026-10-17 |
| LinkedIn All-in-One Scraper ✅ No cookies scrapeforge/linkedin-all-in-one | 126 | 99.0% | 120,378 | $1.00 | <$0.001 | 4.8 (4) | 2026-10-17 |
| LinkedIn Company by Domain bestscrapers/linkedin-company-by-domain | 125 | 100.0% | 597 | $8.00 | — | — | 2026-10-17 |
| Linkedin Company Scraper bestscrapers/linkedin-company-scraper | 124 | 100.0% | 680 | $8.00 | — | — | 2026-10-17 |
| Linkedin Post Scraper bestscrapers/linkedin-post-scraper | 122 | 100.0% | 729 | $8.00 | — | 5.0 (2) | 2026-10-17 |
| Linkedin Company Post Scraper freshdata/linkedin-company-post-scraper | 121 | 100.0% | 674 | $8.00 | <$0.001 | 5.0 (1) | 2026-10-16 |
| Linkedin post scraper curious_coder/linkedin-post-search-scraper | 120 | 98.6% | 25,871 | $0.50 | <$0.001 | 4.7 (20) | 2026-10-17 |
| Advanced Linkedin Job Scraper curious_coder/linkedin-jobs-search-scraper | 120 | 98.9% | 12,331 | $1.50 | $0.005 | 5.0 (11) | 2026-10-17 |
| Linkedin Company Details Scraper (No Cookie) datadoping/linkedin-company-scraper | 119 | 100.0% | 105,540 | $1.55 | — | 5.0 (1) | 2026-10-17 |
| Linkedin Post Comments Scraper bestscrapers/linkedin-post-comments-scraper | 119 | 99.8% | 423 | $8.00 | — | — | 2026-10-17 |
| Job Details Scraper for LinkedIn (No Cookies) apimaestro/linkedin-job-detail | 117 | 100.0% | 122,877 | $5.00 | — | 5.0 (4) | 2026-10-17 |
| Linkedin Company Post Scraper bestscrapers/linkedin-company-post-scraper | 117 | 100.0% | 316 | $8.00 | — | — | 2026-10-16 |
| LinkedIn Posts Search Scraper bestscrapers/linkedin-post-search-scraper | 117 | 100.0% | 299 | $8.00 | — | — | 2026-10-17 |
| LinkedIn Company Custom Headcount bestscrapers/linkedin-company-custom-headcount | 116 | 100.0% | 316 | $8.00 | — | — | 2026-10-17 |
| Linkedin Job Scraper bestscrapers/linkedin-job-scraper | 115 | 100.0% | 302 | $8.00 | — | — | 2026-10-16 |
| LinkedIn Ad Library Scraper ivanvs/linkedin-ad-library-scraper | 113 | 99.8% | 5,634 | $3.00 | $0.005 | 3.6 (3) | 2026-10-17 |
| LinkedIn Posts Scraper - Keyword & Hashtag [NO COOKIES] ✅ unseenuser/LinkedIn-Post-Seach-Scraper | 109 | 99.8% | 1,939 | $5.50 | — | 5.0 (5) | 2026-10-17 |
| Profile Reactions Scraper for LinkedIn [No Cookies] apimaestro/linkedin-profile-reactions | 106 | 99.7% | 255,912 | $5.00 | — | 5.0 (6) | 2026-10-17 |
| LinkedIn Post Search ✅ NO COOKIES atomus/linkedin-post-search | 105 | 99.5% | 7,356 | $2.00 | — | 5.0 (1) | 2026-10-17 |
| Company Posts Batch Scraper for LinkedIn | No Cookies apimaestro/linkedin-company-posts-batch-scraper-no-cookies | 104 | 100.0% | 33,183 | $5.00 | — | 5.0 (1) | 2026-10-17 |
| LinkedIn Ad Library Scraper [NO COOKIES] ✅ unseenuser/LinkedIn-ads | 96 | 96.9% | 3,372 | $5.00 | — | 5.0 (4) | 2026-10-17 |
| LinkedIn Company Posts Scraper - Bulk Export [NO LOGIN] ✅ unseenuser/Company-Posts | 95 | 99.6% | 979 | $4.00 | — | 5.0 (3) | 2026-10-17 |
| LinkedIn Company Scraper (No Login) ✅ Bulk sourabhbgp/linkedin-company-scraper | 94 | 97.4% | 14,420 | $1.00 | $0.001 | — | 2026-10-17 |
| LinkedIn Company Finder - Company Page URL From Any Domain s-r/free-linkedin-company-finder---linkedin-address-from-any-site | 93 | 100.0% | 10,934 | $9.00 | — | 5.0 (1) | 2026-10-17 |
| Companies Search Scraper for LinkedIn | No Cookies apimaestro/linkedin-companies-search-scraper | 88 | 100.0% | 36,291 | $5.00 | — | 5.0 (6) | 2026-10-17 |
Success rate is shown only for tools with 20+ runs in 30 days; below 90% is highlighted. Prices are list prices for Apify's free plan (paid plans are cheaper). You are responsible for complying with LinkedIn (jobs & companies)'s terms and applicable law. How we measure.
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