If you need to scrape Linkedin data, there are multiple tools available. But which one should you pick? I compared the top 8 options.
| Tool | Developer | Rating | Users | Pricing |
|---|---|---|---|---|
| Linkedin Jobs Scraper | Curious Coder | 4.5 | 142K | Pay per event |
| LinkedIn Profile Scraper + Email ✅ No Cookies | HarvestAPI | 4.6 | 66K | Pay per event |
| ✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies) | Dev Fusion | 3.6 | 63K | Pay per event |
| LinkedIn Jobs Scraper - Remove Duplicate Jobs - Pay Per Result | cheap_scraper | 4.0 | 47K | Pay per event |
| LinkedIn Profile Search Scraper No Cookies ✅ Find all people 📧 | HarvestAPI | 4.4 | 40K | Pay per event |
| LinkedIn Profile Posts Scraper (No Cookies) | HarvestAPI | 4.4 | 32K | Pay per event |
| Linkedin Post Search Scraper (No Cookies) | HarvestAPI | 4.9 | 25K | Pay per event |
| LinkedIn Company Employees Scraper ✅ No Cookies 📧 | HarvestAPI | 4.6 | 24K | Pay per event |
Detailed Breakdown
1. Linkedin Jobs Scraper
Scrape Linkedin jobs from jobs search results using search URLs or filters. Get full job details, job poster and company details.
- Users: 142K
- Rating: 4.5/5
- Pricing: Pay per event
2. LinkedIn Profile Scraper + Email ✅ No Cookies
Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.
- Users: 66K
- Rating: 4.6/5
- Pricing: Pay per event
3. ✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies)
🚀 Extract full LinkedIn profile insights: verified email 📧, phone number 📞, work history, education, and more...
- Users: 63K
- Rating: 3.6/5
- Pricing: Pay per event
4. LinkedIn Jobs Scraper | Remove Duplicate Jobs | Pay Per Result
LinkedIn Jobs Scraper | Remove Duplicate Jobs. The LinkedIn jobs scraper allows you to collect jobs in 2 ways: By providing one or more start URLs, or By entering multiple keywords, search q
- Users: 47K
- Rating: 4.0/5
- Pricing: Pay per event
5. LinkedIn Profile Search Scraper No Cookies ✅ Find all people 📧
Search for LinkedIn profiles with filters and extract detailed profile information, including work experience, education history, location and more. No cookies or account required.
- Users: 40K
- Rating: 4.4/5
- Pricing: Pay per event
6. LinkedIn Profile Posts Scraper (No Cookies)
Extract posts from LinkedIn profiles, including content, media, engagement, reactions, comments, and more. No cookies or account required.
- Users: 32K
- Rating: 4.4/5
- Pricing: Pay per event
7. Linkedin Post Search Scraper (No Cookies)
Search LinkedIn Posts with advanced filters by target profiles or companies. No cookies or account required.
- Users: 25K
- Rating: 4.9/5
- Pricing: Pay per event
8. LinkedIn Company Employees Scraper ✅ No Cookies 📧
Extract all LinkedIn Company employees with filters and detailed profile information, including complete work experience, and more. No cookies or account required. This actor can try to find contact e
- Users: 24K
- Rating: 4.6/5
- Pricing: Pay per event
All tools are available on Apify with $5/month in free credits for new accounts.
Full directory: 26,000+ tools on GitHub
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