Services
Know whether AI recommends your brand when buyers compare products across your markets. Our system records the answers, competitors and cited sources. Your team receives evidence it can use to brief leadership and prioritised recommendations for what to publish next.
For digital marketing teams at multi-market consumer brands.
Dated AI answers show where your brand is mentioned, which competitors appear and which sources are cited. We compare the agreed questions and markets.
See what is included AssessWe check for website barriers and missing information that can affect how AI services read and use your pages. Your task list states the finding, supporting evidence and recommended change.
See what is included RecommendSee which pages to update, which buyer questions need an answer and which third-party sources to consider for PR or collaboration.
See what is includedAI visibility analysis
Follow a buyer question through the recorded answer and cited sources to a recommended action. Your nominated contact uses that evidence to decide what work to assign.
AI readiness assessment
The readiness assessment connects technical checks with the information buyers need. Each finding comes with supporting evidence and a recommended change.
Publishing recommendations
A useful recommendation makes the proposed work concrete. This example shows the buyer question, the information gap and the facts your team needs to check.
Illustrative format. This is not a measured client result.
Voice of Customer
Public discussions can show recurring questions, objections and experiences that your product pages do not address. We analyse social media and forums, including YouTube and Reddit.
Customer questions, supporting discussion links, a content objective, suggested formats and facts to verify before publication.
The brief is available. Validation with the client team is still pending.
Included with System and Partner
Our own system gives your team access to the evidence and recommended actions. The MCP connector brings your published results into the AI application you use.
Choose your support
Voice of Customer is scoped and priced separately. Hands-on implementation requires a separate scope.
Working together
We deliver the findings and priorities to your nominated contact. Your team or agency publishes the changes. The standard service requires no CMS access.
We confirm your brand, domains, competitors and the markets and languages to measure. Where Search Console is part of the analysis, access is read-only.
System has a human quality pass at setup, then automated monthly measurement, a dashboard and prioritized actions. Partner adds monthly human review and a working call.
Recurring services repeat the agreed measurement. The next delivery shows what changed and which priorities need attention.
Before we start
No. We agree the measurement and delivery scope, record the results and provide recommendations based on the evidence. We cannot guarantee a ranking, citation or recommendation.
System includes a human quality pass at setup, followed by automated monthly delivery. Partner includes monthly human review and a working call with your nominated contact.
Your team or agency publishes the changes. Hands-on implementation requires a separate scope.
The AI Visibility Inspector checks a single page for technical readiness. Brand visibility measurement across buyer questions is part of the paid service.
We run our own measurement system for you. You receive the results, priorities and recommendations. System includes a human quality pass at setup, followed by automated monthly delivery. Partner adds monthly human review and a working call. Your team or agency publishes the changes.
Tell us what your team needs to decide. We will discuss the buyer questions, measurement scope and whether Snapshot, System or Partner fits.