n8n Meta Image Ad Scraper & Analyzer using Apify and OpenAI

Automated Ad Intelligence at Scale

Unlock powerful competitive insights from Facebook and Instagram ads with this comprehensive Meta Ad Library Image Analysis workflow. This advanced n8n automation scrapes, analyzes, and organizes ad creative data to give you actionable intelligence on what's working in your industry.

Key Features

• Intelligent Ad Scraping: Automatically collect static image ads from any company using the Meta Ad Library
• AI-Powered Image Analysis: Leverage GPT-4o to extract critical visual elements from ad creatives
• Psychological Insights: Understand the hooks, offers, and persuasion techniques driving competitor success
• Organized Database: Store all findings in a structured Google Sheet for easy analysis and reference
• Image Archive: Automatically save all ad images to Google Drive for your creative team

How It Works

1. Simply enter a Meta Ad Library URL to target
2. The workflow scrapes ads and prioritizes by reach or duration
3. AI analyzes each image, extracting key elements like:
   • Hook mechanisms that capture attention
   • Core offers being promoted
   • Call-to-action strategies
   • Psychological triggers used
4. All data is organized into your Google Sheet database
5. Original images are archived in your Google Drive

Business Benefits

• Save Hours of Research: Automate the tedious process of ad competitive analysis
• Improve Ad Performance: Learn what's working for top performers in your space
• Build Better Creatives: Give your design team concrete examples of effective ads
• Track Competitor Strategies: Monitor how other brands position their offers
• Data-Driven Decisions: Base your marketing on actual performance insights, not guesswork

Perfect for marketing teams, agencies, and e-commerce businesses looking to gain a competitive edge through deeper understanding of what drives successful ad performance in their industry.

Requires: n8n account, OpenAI API key, Google account for storage