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linkedin-commenter-extractor

Extract LinkedIn post commenters into structured records via the Apify API.

1.1k|200|Updated Mar 2, 2026
Search Tags:#linkedin#apify#outreach#data-extraction#lead-generation#comment-scraping
One-click install
npx skills add https://github.com/gooseworks-ai/goose-skills --skill linkedin-commenter-extractor-gooseworks-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: linkedin-commenter-extractor
Source: https://github.com/gooseworks-ai/goose-skills/tree/main/skills/capabilities/linkedin-commenter-extractor
Command: npx skills add https://github.com/gooseworks-ai/goose-skills --skill linkedin-commenter-extractor-gooseworks-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) components.

What problem does it solve?

Extracts LinkedIn post commenters to surface key leads and insights, enabling outreach teams to identify warm prospects without relying on cookies or manual scraping.

Core Features & Use Cases

  • Commenter extraction: Retrieve names, headlines, LinkedIn URLs, and comments from one or more LinkedIn posts.
  • Flexible output: Export results as JSON, CSV, or a concise summary for quick review.
  • Use Case: Use this to build a targeted outreach list from discussions around a topic or campaign.

Quick Start

Run the linked script with a LinkedIn post URL to extract commenters and save the results to a chosen format.

Frequently Asked Questions about linkedin-commenter-extractor

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

FAQPage Schema
How do I extract LinkedIn post commenters for lead generation?▼

You can extract LinkedIn post commenters by providing post URLs to the extraction workflow. It retrieves names, headlines, titles, companies, LinkedIn URLs, and comment text, outputting structured records for your outreach campaigns.

What data fields are included when scraping LinkedIn comments?▼

Scraping LinkedIn comments yields structured records containing the commenter's name, headline, title, company, LinkedIn URL, and comment text. This data can be formatted into JSON, CSV, or a summary for lead generation.

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

Yes, an Apify API token is required to extract LinkedIn commenters. The workflow relies on the Apify harvestapi~linkedin-post-comments actor to retrieve the data and format it into structured records for lead generation.

Can I export scraped LinkedIn commenters to CSV or JSON?▼

Yes, scraped LinkedIn commenters can be exported to CSV or JSON. The workflow formats the extracted data into JSON, CSV, or a concise summary, providing flexible output for quick review or integration into outreach tools.

How do I deduplicate LinkedIn commenters across multiple posts?▼

You can deduplicate LinkedIn commenters across multiple posts using the workflow's optional deduplication feature. This ensures your lead list contains unique records when processing multiple post URLs simultaneously.

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