LinkedIn Profile Bulk Scraper+Email - No Cookies $3.5/$9 per 1k
by marketlabs
Extract rich LinkedIn profile data—complete work history, education, skills, and more—without using cookies or a LinkedIn account. Designed for scale ...
Opens on Apify.com
About LinkedIn Profile Bulk Scraper+Email - No Cookies $3.5/$9 per 1k
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 ⚡
What does this actor do?
LinkedIn Profile Bulk Scraper+Email - No Cookies $3.5/$9 per 1k is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.
Key Features
- Cloud-based execution - no local setup required
- Scalable infrastructure for large-scale operations
- API access for integration with your applications
- Built-in proxy rotation and anti-blocking measures
- Scheduled runs and webhooks for automation
How to Use
- Click "Try This Actor" to open it on Apify
- Create a free Apify account if you don't have one
- Configure the input parameters as needed
- Run the actor and download your results
Documentation
LinkedIn Profile Bulk Scraper + Email Finder 🚀 Smart. Scalable. Cookie-Free. Starting at $3.5 / $9 per 1k profiles Collect LinkedIn insights at scale — no cookies, no limits Access rich, structured LinkedIn profile data — including employment history, education, and skills — instantly and securely. No cookies. No logins. Just accurate, compliant, high-volume data collection ⚡ Perfect for lead generation, recruiting, sales prospecting, and market research. Why professionals choose ActorLab ✅ No login or cookies required — Extract profile data safely without risking bans or throttling. 💸 Transparent pricing — $3.5 per 1,000 profiles, or $9 per 1,000 when including verified email search. ⚙️ Optimized for performance — High concurrency and lightning-fast response times. 🔄 Always fresh — Real-time scraping ensures your data is up-to-date. 🧠 Verified results — Optional email finder with advanced SMTP validation. 💰 Fair pricing model — You’re charged only when valid data is found. How it works Submit any of the following inputs: * A list of public LinkedIn identifiers (e.g. williamhgates) * A list of LinkedIn profile URLs * A list of profile IDs (e.g. ACoAAA8BYqEBCGLg_vT_ca6mMEqkpp9nVffJ3hc) To enable email discovery, choose “Profile details + email search ($9 per 1k)”. Our system will independently locate and validate associated emails where available — ideal for outreach, hiring, and CRM enrichment. 🔒 Note: LinkedIn does not expose email addresses publicly. ActorLab performs an external search using trusted data sources and verification layers. Data you receive You’ll get structured, export-ready datasets with: * Full name, headline & summary * Current and past job roles * Educational background * Location & contact data * Skills and endorsements * Certifications, recommendations, & projects * Volunteering and publications Available in JSON, CSV, XLS, or directly through the ActorLab API. Example output Every run stores your data in a dedicated dataset. Export it or connect it directly to your workflow via API. { "id": "ACoAACLevxsBfWQoDUYkHyCP2jzl81cDAvckQEI", "linkedinUrl": "https://www.linkedin.com/in/towhid-rahman", "firstName": "Towhid", "lastName": "Rahman, PharmD", "headline": "Pharmacology | Medical Science Liaison | Project Management", "experience": [...], "education": [...], "skills": [...] } Pricing * $3.5 / 1,000 profiles — Full professional data * $9 / 1,000 profiles — Includes verified email discovery Pay-as-you-go model — only pay when successful searches are completed. API access & integration All scraped data is securely stored in your ActorLab dataset, ready for integration with your automation workflows. * Export results in JSON, CSV, XLS, or other formats * Query and manage your data programmatically through API * Schedule automatic data pulls for recurring use Support & community At ActorLab, we continuously refine our tools based on real-world feedback. If you have questions, ideas, or encounter a technical issue: * Open a support request directly from your dashboard
Categories
Common Use Cases
Market Research
Gather competitive intelligence and market data
Lead Generation
Extract contact information for sales outreach
Price Monitoring
Track competitor pricing and product changes
Content Aggregation
Collect and organize content from multiple sources
Ready to Get Started?
Try LinkedIn Profile Bulk Scraper+Email - No Cookies $3.5/$9 per 1k now on Apify. Free tier available with no credit card required.
Start Free TrialActor Information
- Developer
- marketlabs
- Pricing
- Paid
- Total Runs
- 308
- Active Users
- 72
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