AI Search
A one-off measurement tells you where you were.
Continuous measurement of what models say about you, in which context and on what basis.
Model answers change: with model versions, with the sources they index, with what your competitors publish. A number from one afternoon is a snapshot, and a snapshot cannot tell you whether your work is helping.
Continuous monitoring runs the same prompts on the same schedule and reports movement - including movement you did not cause, which is often the most useful signal on the report.
What it covers
- Scheduled measurement across engines and markets
- Alerts on visibility drops and on new competitors in answers
- Sentiment and context tracking over time
- Source tracking: which publishers gained influence in your category
Also in this capability
- AI Visibility AuditFind out when AI recommends you, when it recommends your competitors - and why.
- GEOGenerative Engine Optimization: the work that makes your content usable as an answer.
- LLM OptimizationMake your site readable, retrievable and safe to quote for language models.
- Entity OptimizationRemove every doubt about what your brand is, what it does and what it is connected to.
How it works
01
Freeze the method before the first run
Same prompts, same engines, same markets, same schedule. A measurement whose method drifts always drifts in the agency's favour, and nobody notices for two quarters.
02
Merge name variants before counting
Automatically detected competitors enter the set once per spelling - the same company twice under two names. Every such pair inflates the denominator and deflates your share. On one project, merging them moved the share from 2.12% to 3.73% without a single change on the client's site.
03
Track movement you did not cause
Model versions change, sources gain and lose influence, competitors publish. Separating your effect from the background is the whole reason to measure continuously rather than twice a year.
04
Alert on the two things that cannot wait
A drop in visibility and a new competitor appearing in answers. Both are cheap to react to in the week they happen and expensive a quarter later.
What you get
- Scheduled measurement across engines and markets, method written down
- Competitor set with name variants merged, reviewed each cycle
- Trend report separating your effect from background movement
- Alerts on visibility drops and on new competitors in answers
- Source influence tracking for your category