Repeated query checks
The same agreed buyer questions are reviewed repeatedly so meaningful changes can be compared over time.
Visibility Monitoring
Track how your AI visibility changes over time.
AI answers are not fixed. The same question can produce a different answer weeks later as models update, sources change and competitors publish new content. Monitoring keeps you informed instead of guessing.
Join the Monitoring WaitlistMonitoring is manually reviewed and semi-manual, not a real-time automated tracker.
VisibilityReview cyclesChange over time
What is monitored
A stable review of an unstable answer environment.
We focus on material movement across agreed questions, competitors and sources, then interpret what it means for your next actions.
Competitor movement
We track which competitors appear more or less often and where new companies enter the answer set.
New brand mentions
New references to your business are recorded with the context in which they appear.
Source changes
We review changes in directories, articles, comparison pages and other sources cited by AI platforms.
Missed query discovery
New unanswered or commercially valuable questions are added to your opportunity list.
Monthly summary
You receive a concise review of material changes rather than a stream of unfiltered alerts.
Recommended next actions
Each monitoring cycle ends with practical next steps based on what has changed.
Coming soon
Join the first monitoring cohort.
Ongoing Visibility Monitoring is currently available by waitlist. Early participants will help shape the reporting cadence and the clearest way to show changes without pretending AI answers are fixed or fully predictable.
Join the waitlist