// OUTCOME 01 — CITATION STATE: ACTIVE
In the Answer.
Not Under It.
The outcome we engineer: when a buyer asks ChatGPT, Perplexity, or Google's AI Overviews who solves their problem, your brand is named, described accurately, and linked — while competitors fight over the shrinking list of blue links below.
How it's built
- M-01
Entity resolution layer
A complete schema graph — Organization, Service, Person, sameAs — plus consistent brand descriptions everywhere your company appears. AI systems stop guessing who you are because the answer is machine-readable.
- M-02
Citable passage architecture
Key pages restructured into specific, extractable claims: numbers, definitions, clear headings. Retrieval systems quote what is quotable — so we make your strongest claims the easiest ones to lift.
- M-03
Machine channels, open
AI crawlers verified and unblocked, llms.txt published, and an MCP server exposing your offer directly to AI agents — the same channel this site runs at /mcp.
How it's measured
- CITE%share of category prompts where your brand is mentioned, tracked monthly across ChatGPT, Perplexity, and AI Overviews
- ACCaccuracy of AI descriptions of your brand — no hallucinated positioning
- REFreferral sessions from AI surfaces, isolated in analytics