AI Market Map

An interactive map of how AI systems cluster companies by competitive relationships and category associations.

What the map shows

  • Which companies AI models mention together
  • Category clusters as AI understands them
  • Where a brand sits relative to its observed competitors

Why it matters

AI systems form their own view of who competes with whom. That observed reality is often different from a company's intended competitive set — and it determines which brands get recommended together.