Foundations
Mentions vs citations in AI search
Two key signals in AI visibility reporting, why they're related but not the same, and what to look for when reviewing your data.
Learn
Practical guides on AEO, AI visibility measurement, citations and prompts — structured so you can review, compare and act on what AI systems surface about your market.
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Measurement
How tracked prompts work
What tracked prompts are, why one prompt is never enough, and how prompt groups and buyer intent connect in AI visibility measurement.
Strategy
How competitor benchmarking works in AI search
Fair comparison across brands, shared prompt sets, mentions vs citations in competitive reporting, and how benchmarks turn into AEO priorities.
Measurement
What good AI visibility reporting looks like
Dashboards vs monthly reports, what to include—from prompts and citations to competitors and cited pages—and how to spot thin or noisy reporting.