Structured frameworks for measuring where your brand stands with AI systems — and a clear path for advancing it. Built from client engagements across professional services and DTC.
Five levels. One clear path forward.
A five-level framework for assessing and advancing your brand's readiness for AI-driven discovery and agentic commerce. Covers crawler access, content readability, citation authority, semantic dominance, and full agentic infrastructure. Most firms are stuck at Level 1 or 2. Level 5 is where AI agents stop evaluating and start transacting.
Explore the modelPrompt Gap Analysis, AI Visibility Scoring, and more.
Upcoming: the Prompt Gap Analysis framework for measuring Share of Model across 20+ category prompts, an AI Visibility Scoring rubric for benchmarking firms against competitors, and the 8-Pillar GEO methodology in interactive form.
Get notified when new frameworks drop