AI Search KPIs Your CMO Will Ask For
When AI search becomes a line item, the CMO will ask three questions: are we winning, against whom, and what is it worth? The KPIs that answer them are share of voice, recommendation rate, position in revenue-driving prompt clusters, AI referral traffic, and branded search growth — reported as trends, not snapshots.
- AI search KPIs
- AI visibility reporting for executives
- Marketing teams
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The executive KPI set
- AI share of voice — the competitive headline. One number, trended, against named competitors.
- Recommendation rate — of the answers that mention us, how many endorse us. Quality over volume.
- Top-3 rate in priority clusters — position in the 5–10 prompt clusters mapped to revenue, not the long tail.
- AI referral traffic + branded search growth — the demand signal, read together because most AI influence converts zero-click.
- Assisted conversions touching AI-influenced pages — the pipeline connection, imperfect but directionally honest.
Benchmarks and targets
Absolute scores are meaningless without context; anchor every number two ways. Against baseline: where we started when tracking began. Against competitors: our share and rank in the same prompt set. A defensible target looks like "top-3 in 7 of our 10 priority clusters by Q2", not "visibility score of 80".
The one-slide format
SOV trend with competitor lines, the priority-cluster scoreboard, one win, one threat, one ask. Every number should click through to evidence — Seeqly keeps the verbatim traces behind each KPI, which is what makes the slide survive a skeptical review.
Frequently asked questions
How do I connect AI visibility to revenue?
Triangulate: AI referral sessions, branded search lift following visibility gains, and assisted conversions on AI-cited pages. No single metric is airtight; the converging trend is.
What should the reporting cadence be?
Monthly to the CMO, weekly within the team, daily tracking underneath. The monthly report summarizes; it should never be the first time anyone looks.
Which KPI matters most?
Share of voice in revenue-driving clusters. It's competitive, trended, and maps to the buyer moments you actually monetize.