This automation extracts high-quality leads from LinkedIn post discussions without requiring login. Designed for marketers, recruiters, startup founders, and agencies who need to quickly build contact lists based on engagement in targeted posts.
## Who it´s for
- Marketers gathering leads from LinkedIn discussions
- Recruiters looking for active professionals via thematic posts
- Startup owners conducting competitor and audience research
- Agencies automating contact collection for cold outreach
## What the automation does
- Triggered via a form where users input LinkedIn post URLs and comment count
- Scrapes commenters using Apify (no LinkedIn login required)
- Enriches author profiles (name, position, company, location, etc.)
- Handles pagination and supports batch processing
- Deduplicates entries and structures the data
- Exports results to Google Sheets or CSV file
## What´s included
- Ready-to-use n8n workflow
- Form-based trigger logic
- Integrations with Apify, Google Sheets API, and HTTP Request nodes
- JavaScript code nodes for data filtering and transformation
- Basic text instructions for setup
## Requirements for setup
- n8n account with workflow editing access
- Apify account with API key
- Google Sheets access (via Google Sheets API)
- Web form for inputting parameters (external or internal)
## Benefits and outcomes
- Saves time on manual lead collection
- Delivers structured lead data with enriched profiles
- Enables scalable scraping without LinkedIn account risk
- Easy integration with CRM and email campaigns via CSV/Sheets
- Supports batch processing and ongoing monitoring of discussions
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.
LinkedIn lead extraction
scrape LinkedIn commenters
LinkedIn profile enrichment
export to Google Sheets
CSV export
automated lead collection
LinkedIn comments scraping
no LinkedIn login required
n8n workflow
Apify scraper
lead capture form
contact deduplication
bulk lead gathering
LinkedIn lead generation
scraping LinkedIn without login
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