Scrape Meta Ad Library and similar platforms to find proven ad creatives, angles, and hooks your competitors run for months.
Start Scraping with Apify →Performance marketers do not guess creatives — they study what already works. Meta's Ad Library shows active ads across Facebook and Instagram, including run duration, copy, and creative assets for political and commercial advertisers. Scrapers that extract this data at scale let you build swipe files of long-running ads — the strongest signal that a creative converts. Apify Store Actors automate what would take weeks of manual browsing.
An ad running 90+ days with multiple variants is a format worth testing. Ad library scrapers filter by advertiser, keyword, country, and platform. Export headlines, body copy, landing page URLs, and media links. Performance agencies sell this as competitive intel; in-house teams use it to shorten creative testing cycles.
The same format applies to other transparent ad libraries and landing page monitors — scrape, deduplicate, tag by angle, track changes over time. Pair with AI summarization to cluster hooks by theme: urgency, social proof, problem-agitate-solve. The workflow is scrape → catalog → inspire → test.
Ad libraries exist for transparency. Using public ad data for research and inspiration is standard in growth marketing. Do not plagiarize copy or misrepresent brands. Use insights to inform original creatives and validate angles faster.
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