Uses the public Meta Ad Library and web research to transform raw ad data into strategic intelligence. Produces five deliverable types: Competitor Ad Landscape Reports, Individual Ad Creative Analyses, Ad Strategy Summaries, Actionable Recommendations, and Ad Swipe Files. Treats ad longevity as the primary performance signal — an ad running 90+ days reveals a proven playbook. Works as pure AI or enhanced with optional MCP servers for automated data gathering.