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Ad Intelligence · n8n

Facebook Ad Intelligence and Scraping Pipeline

Monitor competitor Facebook ads at scale — extracting creative, copy, targeting signals, and performance indicators to inform your own ad strategy.

Built with

n8nApifyOpenAIGoogle SheetsAirtable

The Problem

You're flying blind on competitor ad strategy

Your competitors are running hundreds of ad variations and learning what works. Without visibility into their ads, you're guessing while they're optimizing.

Manual ad library browsing is inefficient

Visiting the Facebook Ad Library manually for each competitor is time-consuming, unstructured, and impossible to track over time.

No pattern recognition at scale

Identifying which ad types, messages, and angles are working for competitors requires analyzing dozens of ads systematically — impossible to do manually.

Creative inspiration is limited

Creating ad variations without visibility into what's working in your industry leads to guesswork and expensive testing from scratch.

What You Get

Every node pre-configured
for production-quality output

Competitor Ad Monitoring

Monitor any number of competitor Facebook pages — automatically extracting all active ads on a configured schedule.

Creative & Copy Extraction

Ad images, videos, headlines, body copy, and CTAs are all extracted and stored — building a complete competitor creative database.

AI Ad Analysis

GPT-4 analyzes each competitor ad — identifying messaging angles, audience targeting signals, offer types, and creative patterns.

Trend Detection

The system identifies patterns across competitor ads over time — which messages are being tested repeatedly, signaling what's converting.

Inspiration Report Generation

Weekly ad intelligence reports are generated — summarizing competitor strategy shifts, top-performing creative patterns, and recommended angles to test.

Structured Intelligence Database

All scraped ads with analysis are stored in Airtable — searchable by competitor, ad type, messaging angle, date, and status.

Process

How It Works

1

Configuration

Define your competitor list

Input the Facebook pages of competitors you want to monitor. The system takes over from here — running automatically on your configured schedule.

2

Apify

Facebook Ad Library is scraped

Apify scrapes the Facebook Ad Library for each configured competitor — extracting all active ads with creative, copy, and targeting signals.

3

OpenAI GPT-4

Each ad is analyzed by AI

GPT-4 analyzes the ad creative and copy — identifying the messaging angle, offer type, target audience signals, and creative approach.

4

Pattern Detection

Trends are identified across ads

The system compares current ads against historical extractions — identifying patterns, new tests, and messaging that's being scaled.

5

Airtable + Reports

Intelligence delivered weekly

All ad data is stored in Airtable. A weekly intelligence report is generated and delivered — competitor trends, top patterns, and recommended actions.

Pricing

Simple, Transparent Pricing

Standard Package

$400

One-time · Delivered in 3–5 business days

  • Full n8n Facebook ad intelligence workflow
  • Competitor ad library scraping (Apify)
  • Creative + copy extraction
  • GPT-4 ad analysis
  • Pattern & trend detection
  • Airtable intelligence database
  • Weekly competitor report
  • Setup documentation

Custom Build

Custom

Scope confirmed before work begins

  • Instagram ad monitoring
  • Google Ads intelligence
  • TikTok ad library scraping
  • Multi-market competitor tracking
  • Creative performance prediction
  • Agency client reporting dashboard

Ready to automate?

Tell us about your use case and we'll confirm the right setup before you commit to anything.