AI visibilityAI visibility monitoring: an evidence-first playbook
A practical framework for tracking how answer engines mention, rank and cite your brand—without turning a handful of screenshots into a strategy.
Read the articleAIMATE FIELD NOTES
Evidence for the
answer engine era.
Practical guides for teams measuring how AI systems mention, compare and cite their brands—written to turn evidence into a clearer next action.
AI visibilityTHE LATEST
Build visibility
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9 practical guides and counting.
MeasurementBrand inclusion rate vs citation frequency: what’s the difference?
Brand inclusion and citation frequency measure different parts of AI visibility. Learn what each signal reveals and how to use them together.
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MeasurementHow to measure ROI from AI search visibility
A practical framework for connecting AI visibility to referral traffic, conversions and the search signals that support a budget conversation.
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MeasurementAEO metrics that actually matter: a practical guide
Five practical signals for measuring whether your brand is visible, trusted and driving outcomes in AI-generated answers.
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Prompt strategyHow to build a prompt library around real buyer intent
A strong prompt library mirrors the questions customers ask before they know your brand—not the phrases your team hopes they use.
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MeasurementConnect AI citations with Search Console performance
AI citations show what answer engines trust. Search Console shows how pages perform in search. Joining the two produces a more useful evidence trail.
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AnalyticsShare of voice in AI answers: what should you measure?
Mention share is useful only when the prompt set, competitors, provider coverage and calculation are visible.
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Citation intelligenceHow to audit the sources AI answer engines cite
A citation audit reveals which sources shape an answer, where competitors earn authority and which pages deserve attention next.
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ReportingBuild a biweekly AI visibility report your team will read
The best report explains what changed, shows the evidence and gives each owner a short list of defensible next actions.
Read the articleHAVE A QUESTION WE SHOULD UNPACK?