How it shows up

  • Asking ChatGPT, Gemini or Perplexity about your category returns competitors and not you.
  • AI summaries describe your company using an old positioning, or a competitor’s framing.
  • Sales calls start with a misconception the buyer arrived with already formed.
  • Branded search holds up while unbranded discovery quietly declines.

What we look at first

  • What each major AI system currently says about you, and which sources it draws on.
  • Whether your own content states plainly what you do, for whom, and what makes you different.
  • Whether independent sources corroborate the claims you make about yourself.
  • Whether your pages can be crawled, parsed and cited by the systems doing the answering.

Start with what the market can see.

A conversation is enough to know whether there is a gap worth closing.