LinkedIn Profile Scraper for Lead Enrichment
Extract live LinkedIn profile and company data at scale. The best LinkedIn scraper for B2B lead generation, sales prospecting, and recruitment automation. No cookies required.
What is the LinkedIn Profile Enrichment Tool?
The LinkedIn Profile Scraper for Lead Enrichment is an Apify Actor developed by Anchor that transforms LinkedIn profile URLs (both people and companies) into clean, structured data. This is the essential tool for anyone who needs fresh, accurate LinkedIn data for their sales, marketing, or recruitment workflows.
Unlike outdated B2B databases like Apollo or ZoomInfo, this tool extracts live data directly from LinkedIn, ensuring you always have the most current information about your prospects, candidates, or target companies.
The tool works by accepting a list of LinkedIn URLs and fetching comprehensive profile data including names, headlines, job history, education, skills, company details, follower counts, and much more. Best of all, it operates without requiring your LinkedIn cookies, meaning zero risk to your LinkedIn account.
Key Features & Capabilities
Live Data Extraction
Get real-time LinkedIn profile data instead of stale, outdated database records. Always current, always accurate.
No Cookie Risk
Operates without your LinkedIn session or cookies. Your LinkedIn account stays 100% safe from bans or restrictions.
People & Companies
Enrich both individual profiles and company pages in the same run. Mix URLs freely in your input list.
High-Volume Processing
Process thousands of LinkedIn profiles per hour. Scale from hundreds to millions of records per month.
API & Integrations
Native integration with n8n, Make, Zapier. Full REST API for custom implementations and data pipelines.
Cost-Effective
Get thousands of enriched profiles with Apify's free monthly credits. Far cheaper than traditional B2B data providers.
What Data Can You Extract?
Person Profile Fields
- Full name, first name, last name
- Headline and summary/bio
- Country and city location
- Profile picture URL
- Follower count
- Open to work status
- Skills and certifications
- Work experience history
- Education background
- Languages spoken
- Current company details
Company Profile Fields
- Company name and universal ID
- Website URL
- Tagline and description
- Industry classification
- Follower count
- Founded year
- Company size range
- Specialties/services
- Headquarters location
- Logo and cover images
Use Cases for LinkedIn Profile Enrichment
Sales & Lead Generation
Attach LinkedIn profile and company context to your leads so sales reps have full visibility before sending the first message. Enrich CRM records automatically.
Recruitment & Sourcing
Enrich candidate lists from job boards or spreadsheets with detailed profile information, skills, and experience to qualify candidates faster.
Market & Competitor Research
Track key people and companies in your niche. Follow hiring patterns, growth signals, and competitive intelligence from LinkedIn data.
Data Pipeline Enrichment
Use this tool as the enrichment step between your raw LinkedIn URLs and your analytics, CRM, or business intelligence tools.
Who Uses This LinkedIn Enrichment Tool?
Integrations & Automation
The LinkedIn Profile Enrichment tool integrates seamlessly with popular automation platforms and can be triggered via REST API for custom implementations.
n8n
Dedicated community node available for easy workflow integration
Make (Integromat)
Use HTTP modules or webhooks for stream processing
Zapier
Webhooks for automated CRM and spreadsheet updates
Start Enriching LinkedIn Profiles Today
Get started with Apify's free credits and enrich thousands of LinkedIn profiles. No credit card required.
LinkedIn Profile Scraper and Lead Enrichment Tool by Anchor - The best solution for extracting LinkedIn data at scale. This tool is ideal for B2B lead generation, sales prospecting, recruitment automation, and CRM data enrichment. Unlike traditional B2B databases, our LinkedIn scraper provides live, real-time data directly from LinkedIn profiles.
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