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scrape-profile

Fetch and structure LinkedIn profile data via the Apify LinkedIn Profile Scraper.

8|1|Updated Mar 21, 2026
Search Tags:#linkedin#data-extraction#market-research#scrape#profile#lead-generation#recruiting
One-click install
npx skills add https://github.com/MSApps-Mobile/claude-plugins --skill scrape-profile
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scrape-profile
Source: https://github.com/MSApps-Mobile/claude-plugins/tree/main/plugins/linkedin-scraper/skills/scrape-profile
Command: npx skills add https://github.com/MSApps-Mobile/claude-plugins --skill scrape-profile

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables extracting structured professional data from LinkedIn profiles using the Apify LinkedIn Profile Scraper to capture key details such as name, headline, work history, education, and skills.

Core Features & Use Cases

  • Profile data extraction: Retrieve name, current title, work history, education, and listed skills from LinkedIn profiles.
  • Scalability: Ideal for talent pools, market research, or competitive intelligence where multiple profiles are analyzed.
  • Use Case: A recruiter quickly gathers the top skills and past roles for a set of candidates to build a shortlist.

Quick Start

Provide a LinkedIn profile URL and a valid APIFY_TOKEN, then instruct the AI to run the Apify LinkedIn Profile Scraper and format the resulting profile data.

Frequently Asked Questions about scrape-profile

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract data from a LinkedIn profile for recruiting?▼

To extract LinkedIn profile data for recruiting, provide a public profile URL and a valid APIFY_TOKEN. The scraper captures the candidate's name, headline, work history, education, and skills, structuring this data for your shortlisting workflow.

What information can I scrape from a LinkedIn profile?▼

Scraping a LinkedIn profile captures structured professional data including the person's name, current headline, full work history, education background, and listed skills to support market research and competitive intelligence workflows.

Do I need an Apify token to scrape LinkedIn profiles?▼

Yes, you need a valid APIFY_TOKEN to run the Apify LinkedIn Profile Scraper. You must also supply the target LinkedIn profile URL to initiate the data extraction process for your workflow.

Can I scrape multiple LinkedIn profiles for market research?▼

Yes, this approach is scalable for analyzing multiple profiles, making it ideal for building talent pools or conducting market research. You must ensure compliant handling of rate limits and LinkedIn terms of service during extraction.

What are the limitations of scraping LinkedIn profile data?▼

Limitations of scraping LinkedIn profiles include strict rate limits and terms of service compliance requirements. You must manage these operational constraints to avoid disruptions when fetching work history, education, and skills data.

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