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.
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Low-risk findings worth noting
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
At runtime, the workflow builds a Meta Ad Library search URL from user-supplied free text (e.g., `--company`, `--page-url`), passes it to the Apify `facebook-ads-scraper` actor via `startUrls`, then fetches the resulting dataset items (including `ad_text`) from the external actor and ingests that ad content into the LLM output.
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