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MSApps-Mobile
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bulk-scrape

Scrape LinkedIn profiles and company pages in batch via Apify actors.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the time-consuming task of collecting structured data from many LinkedIn profiles and company pages so teams can build lead lists, research competitors, or compile datasets without manual copy-paste.

Core Features & Use Cases

  • Batch URL processing: Accepts a list of LinkedIn profile and company URLs and validates and classifies each link before scraping.
  • Controlled execution: Confirms scope and obtains user approval prior to running Apify actors to avoid unintended high-impact actions.
  • Aggregation & export: Consolidates results from multiple actors into a single, consumable output for downstream use.
  • Use Case: A salesperson provides 200 LinkedIn profile and company URLs to enrich CRM records and receive a consolidated CSV of names, titles, companies, and company metadata.

Quick Start

Provide a list of LinkedIn profile and company URLs and ask the skill to validate, confirm scope, and run a batch scrape using the configured Apify actor.

Frequently Asked Questions about bulk-scrape

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

FAQPage Schema
How do I scrape multiple LinkedIn profiles in batch for lead generation?▼

To scrape multiple LinkedIn profiles in batch for lead generation, provide a list of profile and company URLs. The tool validates and classifies each link, confirms the scope with you, and executes Apify actors to extract structured data.

Do I need an Apify API token to extract LinkedIn profile data?▼

Yes, you need an Apify API token to extract LinkedIn profile data. A valid token must be configured in the APIFY_TOKEN environment variable before the tool can execute Apify actors for batch scraping.

Can I scrape LinkedIn company pages along with individual profiles at the same time?▼

Yes, you can scrape LinkedIn company pages and individual profiles simultaneously. The tool accepts a mixed list of URLs, automatically validates and classifies each link, and aggregates the extracted company metadata and profile data.

What is the best way to export scraped LinkedIn data for CRM enrichment?▼

The best way to export scraped LinkedIn data for CRM enrichment is to process a batch of URLs through the tool, which consolidates results from multiple Apify actors into a single consumable output containing names, titles, and company details.

How does batch scraping handle large lists of LinkedIn URLs safely?▼

Batch scraping handles large lists of LinkedIn URLs safely by validating each link, classifying it, and requiring explicit user approval of the scope before running Apify actors, preventing unintended high-impact actions.

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