facebook-ad-library-scraper

Scrape Facebook Ad Library creatives and extract ad copy and transcripts.

24|3|Updated Jan 24, 2026
One-click install
npx skills add https://github.com/Prorise-cool/prorise-claude-skills --skill facebook-ad-library-scraper
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: facebook-ad-library-scraper
Source: https://github.com/Prorise-cool/prorise-claude-skills/tree/main/.claude/skills/scraping-specialist/references/domains/facebook-ad-library
Command: npx skills add https://github.com/Prorise-cool/prorise-claude-skills --skill facebook-ad-library-scraper

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ffmpeg, whisper, and includes references (resource) and scripts (resource) components.

What problem does it solve?

This Skill automates the process of collecting ad creatives, images, videos, and associated text from the Facebook Ad Library, streamlining competitive analysis and brand asset management.

Core Features & Use Cases

  • Ad Creative Collection: Download images and videos directly from Facebook ads.
  • Content Extraction: Extract ad copy, headlines, and video transcripts.
  • Use Case: A marketing team needs to analyze competitor ad strategies. This Skill can be used to download all video ads from a specific brand's library, along with their captions, for review.

Quick Start

Use the facebook-ad-library-scraper skill to download all video ads and their transcripts from the provided Facebook Ad Library URL.

Frequently Asked Questions about facebook-ad-library-scraper

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

FAQPage Schema
How do I download video ads from the Facebook Ad Library for competitor research?

To download video ads from the Facebook Ad Library, this Skill uses browser automation to scrape creatives and associated text directly. It processes the media with ffmpeg to facilitate competitor research and creative analysis.

Can I extract ad copy and video transcripts from Facebook ads?

Yes, you can extract ad copy, headlines, and video transcripts from Facebook ads. The Skill utilizes a transcription tool like Whisper to process and organize associated text content alongside downloaded media assets.

What do I need to scrape Facebook Ad Library creatives and generate transcripts?

To scrape Facebook Ad Library creatives and generate transcripts, you need browser automation, ffmpeg for media processing, and a transcription tool like Whisper. These dependencies process and organize collected videos and text data.

How do I build a brand advertising material library from Facebook ads?

You can build a brand advertising material library by scraping the Facebook Ad Library for images, videos, and text content. The Skill automates collecting and organizing these creative assets for competitive analysis and review.

Does scraping Facebook Ad Library creatives work with ffmpeg and Whisper?

Yes, scraping Facebook Ad Library creatives works with ffmpeg and Whisper. It requires browser automation alongside these tools to download media, extract text, and transcribe video audio for competitive creative analysis.

What is the best way to automate competitive creative analysis from Facebook ads?

The best way to automate competitive creative analysis from Facebook ads is using a scraper that extracts images, videos, and text. This Skill automates downloading media and transcribing video content for comprehensive review.