Commercial Evaluation product

Category Intelligence Report

We do not understand how AI systems define and evaluate our market.

From $2,500 per categoryApproximately 2 weeks

The business outcome

Understand how AI systems currently interpret your category and where your strongest opportunities exist.

Who it is for

Leadership teams entering, defending, or repositioning in a category who need to see how AI systems currently define the market and the buyer's problem.

Scope of work

A defined question, a fixed scope, a useful answer.

  • Category characterization across major AI platforms
  • Competitive landscape
  • Buyer language research
  • Category definition
  • Emerging evaluation themes
  • Executive summary
  • 60 minute strategy presentation

What this does not promise. We measure and diagnose. You receive evidence and a prioritized set of decisions, never a promise about what an evaluator will do.

  • · We do not promise improved rankings, inclusion, or "AI visibility"
  • · We describe how the category is interpreted today, not how to game it

Start with your category.

We confirm category boundaries, complexity, and timing before any work begins.