How it shows up

  • Your category name appears in your deck and nowhere in search volume.
  • Buyers describe you using a competitor’s category, or the wrong one entirely.
  • You are compared against products that solve a different problem.
  • Analysts and AI systems put you in a bucket you do not want to be in.

What we look at first

  • The words the market uses today, and how far they sit from the words you use.
  • Where the comparison happens, and who is framing it.
  • The bridge content that connects existing demand to a new definition.
  • Which external sources decide how a category gets labelled.

What isn't working the way it should?

Tell us what you are trying to improve. We will tell you where we would start.