AI Search Growth
AI Citation & Brand Visibility Monitoring
Know exactly what AI assistants say about you this month.
The problem this solves
You cannot improve what you cannot see. Analytics does not report ChatGPT recommendations, and hand-checking a few prompts once is not measurement.
We build a fixed prompt set from your real buying questions and re-run it on a schedule across the major assistants, recording who gets named, which sources are cited, and how the answer is framed.
The output is a trend line: your citation rate, your share of voice against named competitors, and the exact sources you need to influence.
What you get
- Tracked prompt set
- Monthly visibility report with trend lines
- Competitor share-of-voice comparison
- Cited-source list with an influence plan
- Misinformation alerts when a model describes you incorrectly
Best for: Anyone investing in AI search who needs proof it is working.
How we do it
The method, in order
- 01
Prompt set design
40–120 prompts built from sales calls, search data and objection patterns — the questions buyers really ask.
- 02
Scheduled runs
The same prompts, same wording, monthly or fortnightly, across the assistants your market uses.
- 03
Sentiment and framing review
Not just whether you appear, but how you are described, and whether the description is accurate.
- 04
Action list
Each report ends with the specific pages and sources to fix next, ranked by expected impact.
Outcomes
What changes for you
- A real number for AI visibility, tracked over time
- Early warning when a model gets your facts wrong
- Clear priorities for the next month of work
Questions
Straight answers
Why do answers change between runs?
Assistants are non-deterministic and their indexes refresh constantly. That is why we hold the prompt wording fixed and read the trend across runs rather than reacting to a single answer.
Want ai citation monitoring done properly?
Tell us where you are now and what you need to move. You will get a straight answer on whether this is the right work for you — and what it would take.