Landing Page Conversion Operating System

Audit, redesign, and operate a landing page as a behavior-driven decision system rather than a one-shot AI-generated draft. Produces a message-match scorecard against the upstream ad / email / AI-citation that drove the visit, a five-question "decision flow" audit (Is this for me? Is it worth it? Is it safe? Will it work? What if it doesn't?), a friction-and-trust map with element-level remediation, an AI-traffic-aware variant strategy that accounts for the 4–5× conversion lift from AI-referred visitors, and a 90-day testing-and-personalization roadmap.