Segment

Topic breakdown

Group tracked questions by theme and find the topics where competitors get named and you do not.

  • Group questions into the themes your buyers actually shop by.
  • Visibility scored per topic, so an average never hides a weak segment.
  • Topics that no question covers yet are visible as gaps rather than silence.

Find the theme you are losing

A single visibility number averages your strongest topic with your weakest. Splitting by theme is usually where the actionable gap is hiding.

See it in the live demo

All topics

Every theme you group prompts by, ranked by visibility.

TopicVisibility
Deployment
78.9%
Comparisons
75%
Performance
57.1%
Developer workflow
56.3%
Hosting
37.5%
Cost
Sample data for a fictional brand. Not measured, and these brands are not customers.

How it works

01

Group your questions

Assign tracked questions to topics — comparisons, pricing, alternatives, use cases, or whatever shape your category takes.

02

Score each topic

Visibility is computed per topic from the same runs, so no extra tracking cost is incurred to get the breakdown.

03

Act on the weakest

A topic where competitors are consistently named and you are not is a far more specific brief than "improve our AI visibility".

What to act on

A metric that does not change a decision is a metric worth deleting. These are the ones that do.

You are absent on comparison questions.
The category is being framed without you at the exact moment buyers are choosing between options.
You lead on branded questions only.
You are visible to people who already know you, and invisible to everyone else.
One topic moves independently of the rest.
Something changed in that segment specifically — usually a source, a competitor launch, or new content.

Keep the loop connected

View all features

Find the theme you are losing

Enter your domain and start tracking. One URL sets it up, and it runs every day on its own.