Service
Answer Share Monitoring
What you cannot measure, you cannot improve. Answer share monitoring tracks how AI systems answer the prompts that matter in your category over time: whether you appear, how you are described, who is recommended instead, and which sources are cited.
It is the equivalent of rank tracking for AI answers. Instead of positions on a results page, you watch your presence, sentiment, and recommendation rate move as your content and authority work takes hold.
Answer share is the percentage of relevant AI answers in which a brand appears, is cited, or is recommended, measured over a defined prompt set and time window.
- Tracks ChatGPT, Gemini, Perplexity, Claude, Copilot, and Google AI Overviews
- Measures presence, sentiment, citations, and recommendation rate
- Run on a fixed prompt set so movement is comparable over time
- Turns AI visibility from anecdote into a metric you can report
What we monitor
- Presence: how often your brand appears in answers to the prompts that matter
- Recommendation rate: how often you are the recommended option, not just mentioned
- Sentiment: how favorably each system describes you
- Citations: which of your pages and which third-party sources get quoted
- Competitors: who shows up instead of you, and where they are gaining or losing
How monitoring closes the loop
Monitoring is the last step of the loop and the input to the next one. A baseline comes out of your AI Visibility Audit; from there we track answer share on a regular cadence, so the impact of content and entity and authority work is visible, not assumed. You get a clear read you can take to your team, not a dashboard nobody opens.
Frequently asked questions
What is answer share?
Answer share is the percentage of relevant AI answers in which your brand appears, is cited, or is recommended, measured across a fixed set of category prompts over time. It is the core metric of AI visibility, the way rankings are the core metric of SEO.
How often do you measure it?
On a regular cadence, against a stable prompt set, so movement reflects real change rather than the randomness of any single answer. The exact frequency is scoped to your category and how fast it moves.
Can you prove the work is improving our AI visibility?
That is the point of monitoring. By tracking answer share from a baseline, we show whether your presence, sentiment, and recommendation rate are improving on the prompts that matter, and where to focus next.
Measure your answer share.
We baseline how AI systems answer for your category, then track your presence and recommendation rate over time.
Get your AI Visibility Audit