Collect ads from Meta Ad Library. No API key required. Reverse-engineers the internal GraphQL API. All countries, all ad types.

Local self-hosted Meta Ad Library research tool: deep keyword/advertiser scraping, saved-ad swipe files, Hook Lab trend-stage intelligence, bulk company intelligence, and real-time outbound webhooks (bulk jobs + play/pause search sessions, unified schema).

A Python SDK for accessing Facebook's Ad Library, providing comprehensive insights into advertisements across Facebook's network of platforms.

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🏦 AdVault — Facebook Ad Library Intelligence Pipeline | Extract, analyze & report ad spend, impressions & platform data at scale | Source code is private

n8n community node for the Apify Facebook Ad Library Scraper — pull active competitor Facebook and Instagram ads from the Meta Ad Library, no login.

Competitor ad research CLI — pulls ads from the Meta Ad Library and uses a two-stage Claude pipeline (Haiku to Sonnet) to break down their hooks, angles, and offers.

Espia de anuncios de Facebook Ad Library con transcripcion local (Whisper), filtros por tiempo activo y seleccion por nicho. App local para marketers.

n8n community node for the Google Ads Transparency API (Apify-backed): pull an advertiser's ads with formats and run dates. Great for competitor ad research. Works as an AI Agent tool.

Scrape unlimited ads from the TikTok Ad Library (library.tiktok.com) — search by keyword, advertiser, or URL. Export advertiser, creative type, shown dates, audience, video & image creatives, and full targeting as clean JSON. No login, no cookies, no 1,000-result cap.

Reverse-engineer a brand's public marketing footprint and read it through marketing frameworks

Runnable Python & JS examples for the Meta Ad Library Spy on Apify