Answer presence
Whether the brand appears for the agreed buyer questions and how the result changes in each AI tool.
AI visibility measurement
See what AI shows buyers—without another dashboard.
We handle the research and measurement behind the scenes. You receive the evidence, interpretation, and action list rather than another software product to manage.
What we measure
Show what happened and what to do next.
Competitive comparison
Which alternatives are recommended, how often patterns repeat, and where the brand drops out.
Source evidence
The owned and third-party sources cited or repeatedly associated with the answer.
Change record
Screenshots, dates, delivery notes, and a written comparison with the starting point.
What clients receive
A clear decision brief, not another tool to manage.
The evidence pack
What we checked, the questions and AI tools, answer records, sources, competitor findings, and what the results cannot prove.
The action view
Priority, reason, affected page or source, owner, dependency, intended change, and review method.
How results are documented
A useful report says what was checked and what it cannot prove.
Clearly defined
We agree the market, questions, competitors, and AI tools before collecting answers.
Repeatable
The original starting point stays visible when questions or coverage change.
Honest
Variation, missing citations, unsupported interpretation, and platform limits remain visible.
Choose your next step
See what the idea means in your actual market.
The free visibility snapshot compares your brand with competitors across a focused sample of buyer questions.
FAQ
Questions buyers ask before they start
Do clients receive a software login?
No. The current offer is service-led. We deliver the evidence and decisions rather than selling a standalone monitoring platform.
Which tools do you use?
The tool mix may change with the market and task. The methodology, evidence standard, and deliverable matter more than a vendor list.
Can you use our existing reports?
Yes. Search, analytics, CRM, reputation, or other approved data can be incorporated when it improves the decision.
Are visibility scores comparable across vendors?
Not automatically. Scores depend on the questions, AI tools, weighting, timing, and method. Check those inputs before comparing numbers.