Engineering how AI systems discover, understand, and recommend organizations across industries
Defining the strategic response in moments that shape market position and revenue
When people ask AI for insights or opportunities,
AI funnels the answer before any human decision occurs.
AI acts as the initial filter for decision makers.
Three steps from invisible to indispensable
Test 100+ AI queries across ChatGPT, Perplexity, Claude. Map exactly where you appear—and where competitors dominate.
Restructure your digital presence so AI systems prioritize you in relevant queries. Content, citations, authority signals.
Weekly monitoring shows your ranking movement. Transparent reporting on queries won, market share gained.