You can't improve what you're not measuring.
AI answers change week to week as models update, competitors publish, and trust signals shift. AI Visibility Monitoring gives you a continuous, standing view of exactly where your brand stands — before it becomes a problem.
What we track every month
Monitoring isn't a dashboard of vanity metrics — it's an early-warning system for visibility loss and an evidence base for what's actually working.
Tracked continuously
- Mention frequency across every major AI engine
- Citation rate on your priority questions
- Share-of-voice against named competitors
- Sentiment and framing of how AI describes you
- New question sets emerging in your category
What's included in ongoing monitoring
Monthly Visibility Report
A clear, scored report on mentions, citations and share-of-voice movement.
Competitor Benchmarking
Direct comparison against the competitors your buyers are also asking about.
Alerting on Drops
Flagging sudden visibility loss so you can respond before it compounds.
Sentiment Tracking
Understanding not just if you're mentioned, but how favorably you're described.
Emerging Query Discovery
Surfacing new question patterns worth targeting before competitors do.
Quarterly Strategy Review
A working session to translate data into the next quarter's priorities.
How monitoring runs month to month
Set the baseline
We establish your current mention, citation and share-of-voice numbers.
Run recurring queries
The same priority questions are tested against every major AI engine on a fixed schedule.
Report & flag changes
You receive a scored report each month, with anything urgent flagged immediately.
Feed back into strategy
Findings roll directly into your GEO, AEO or content optimization roadmap.
Know where you stand, every month.
Start with a free baseline visibility report before committing to ongoing monitoring.