Topic ownership: who AI names first, by topic

Every question on your panel is tagged with a topic. Topic ownership adds up the answers topic by topic and shows who the engines name first in each one: you, a competitor, or nobody yet.

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The battle map reads one question at a time. Topic ownership reads the same answers a level up. Every question on your panel carries a topic, and the answers are added up topic by topic to show who the engines put first in each.

The score behind it weighs how a business is named, not just whether. An answer that recommends a business counts for more than one that lists it, and a listing counts for more than a name in passing. So the owner of a topic is the business the engines lead with, not simply the one they mention most.

How to read it

What the screen is telling you.

  • A topic is a group of questions about the same need, tagged when the panel is written.
  • The owner of a topic is the business with the highest visibility across that topic's answers. A recommendation scores more than a listing, and a listing more than a passing reference.
  • Your position is where you rank in that topic among everyone the engines named. Not named means no answer in that topic named you.
  • A topic nobody owns yet is the cheapest ground on the map, the same way an open cell is.

What happens next. A topic a competitor owns is a group of lost questions with a common cause. The Diagnosis for any one of them usually applies to the rest.

Questions

People ask.

Why topics and not just questions?
Because a page earns a topic, not one wording of one question. Seeing that a competitor owns a whole topic tells you the page to write is about that need, not about one phrasing of it.
Can I change the topics?
Yes. They are part of your panel. Say which questions belong together, or which topic is missing, on Your Questions, and the next run uses the new tags. Changing them starts a new comparison, so month-to-month numbers are only compared inside the same version.