meta-ad-scraper

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Scrape competitor ads from Meta's Ad Library (Facebook, Instagram, Messenger, Threads, WhatsApp). Search by company name, Facebook Page URL, or keyword. Returns ad creatives, spend estimates, reach, impressions, and campaign details. Use for competitive ad research, messaging analysis, and creative inspiration.

Data & Documents 1,055 stars 194 forks Updated 3 days ago MIT

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Skill Content

# Meta Ad Library Scraper Scrape ads from Meta's Ad Library using the Apify `apify/facebook-ads-scraper` actor. Covers Facebook, Instagram, Messenger, Threads, and WhatsApp. ## Quick Start Requires `APIFY_API_TOKEN` env var (or `--token` flag). Install dependency: `pip install requests`. ```bash # Search ads by company name python3 skills/meta-ad-scraper/scripts/search_meta_ads.py \ --company "Nike" # Search with country filter python3 skills/meta-ad-scraper/scripts/search_meta_ads.py \ --company "Shopify" --country US # Search by keyword (broader than company name) python3 skills/meta-ad-scraper/scripts/search_meta_ads.py \ --company "project management software" # Limit results python3 skills/meta-ad-scraper/scripts/search_meta_ads.py \ --company "HubSpot" --max-ads 20 # Search by Facebook Page URL directly python3 skills/meta-ad-scraper/scripts/search_meta_ads.py \ --page-url "https://www.facebook.com/nike" # Only active ads (default), or all ads python3 skills/meta-ad-scraper/scripts/search_meta_ads.py \ --company "Salesforce" --ad-status all # Human-readable summary python3 skills/meta-ad-scraper/scripts/search_meta_ads.py \ --company "Stripe" --output summary ``` ## How It Works 1. Takes a company name, keyword, or Facebook Page URL 2. Constructs a Meta Ad Library URL with the search query and filters 3. Calls the Apify `apify/facebook-ads-scraper` actor via REST API 4. Polls until the run completes, then fetches the dataset 5. Parses and outpu...

Details

Author: gooseworks-ai
Repository: gooseworks-ai/goose-skills
Created: 4 months ago
Last Updated: 3 days ago
Language: Python
License: MIT

Integrates with

Shopify · Commerce REST API · API

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