LinkedIn & Instagram Scraper Automation (n8n)

 Complete Social Data Extraction & Competitor Research System

Collect, analyze, and organize social media insights automatically with the LinkedIn + Instagram Scraper, a fully automated n8n workflow built for agencies, marketers, and creators who rely on data to grow.
This intelligent scraper monitors competitors, influencers, and trending posts across LinkedIn and Instagram—extracting key metrics, captions, hashtags, and engagement rates directly into your database or Google Sheets.

No coding. No manual copy-paste. Just clean, structured insights you can act on instantly.

What This Workflow Does

1. Multi-Platform Data Scraping
   • Connects to Phantombuster, Apify, or custom API endpoints.
   • Scrapes post URLs, likes, comments, hashtags, and engagement metrics from both LinkedIn and Instagram.
   • Filters out duplicates and irrelevant posts for a clean dataset.

2. Smart Content Categorization
   • Uses OpenAI to automatically categorize content by topic, sentiment, or format (carousel, video, image).
   • Adds performance scores and engagement tags.

3. Automatic Storage & Reporting
   • Saves structured results to Airtable or Google Sheets.
   • Provides instant visibility of top-performing posts and influencers.
   • Optional visual dashboards using Data Studio or Google Looker.

4. Scheduled Research & Alerts
   • Runs automatically on a schedule (daily, weekly, or custom).
   • Sends Slack or Telegram updates when new trends are found.

Tools & Integrations

• n8n – workflow automation platform

• Phantombuster / Apify – LinkedIn & Instagram scraping

• OpenAI GPT-4 – content classification and summarization

• Airtable / Google Sheets – data organization

• Telegram / Slack – real-time alerts

• Google Looker Studio – data visualization (optional)

What You Get

• Ready-to-import n8n JSON workflow

• Clean Airtable & Google Sheet templates for results

• Setup documentation with connection steps for Phantombuster & APIs

• Automation scheduling and reporting guide

Requirements

• n8n account (Cloud or Self-hosted)

• Phantombuster / Apify API credentials

• Google account for Sheets or Airtable

• (Optional) OpenAI API key for smart tagging

Perfect For

• Agencies running influencer or competitor analysis

• Marketers researching engagement trends

• Social media managers tracking industry performance

• Brands discovering new viral content opportunities

Why This Workflow is Essential

Manual competitor research wastes hours every week. This workflow gives you a fully automated social media intelligence system — one that constantly collects and organizes engagement data, influencer performance, and trending content for you.

With every post, comment, and hashtag logged automatically, your team gains instant clarity on what’s working in your niche — and how to outperform competitors using real-time insights.