We help Fortune 500 brands understand how AI shapes brand standing in consumer decisions.

AI has become the first place people ask:

  • what to consider
  • what to compare
  • what to trust

These decisions form privately, instantly, and invisibly — long before marketing, sales, or analytics engage.

We’re a signal intelligence company built to win the AI-formed moment — before the prompt is typed, and after the answer is delivered.

We quantify how often a brand is considered inside AI-mediated decisions — not clicks, but inclusion at the moment of choice.

We identify where AI framing introduces hesitation, hedging, or co-leader language — and explain why confidence holds or collapses.

We track these signals longitudinally and competitively, giving leaders an early-warning system regarding brand drift.