brand-research

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

• Third-party content exposure detected (high risk: 0.85). The required runtime workflow includes “Web research via web search + fetch” and “Pull and study the brand's running ads” from the Meta Ad Library (Apify scraper), which ingests outsider-authored free text (web pages and third-party ad creatives/captions) into the agent’s LLM context for summarization/analysis.