AI CMO

Share of voice · 18-day window

Your standing across AI engines

Last scan 10/12/2026

Research-only window. at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean. No measurement below can drive autonomous publishing yet.

Gemini

284 obs
Share of voice0.0%

95% CI 0.0–3.8%

Presence
0.0%
95% CI 0.0–1.3%
Sourced
0.0%
95% CI 0.0–1.7%
Rivals named
9
Top rival
Semrush

ChatGPT

284 obs
Share of voice0.0%

95% CI 0.0–5.0%

Presence
0.0%
95% CI 0.0–1.3%
Sourced
0.0%
95% CI 0.0–1.3%
Rivals named
8
Top rival
Profound

Perplexity

284 obs
Share of voice0.0%

95% CI 0.0–7.0%

Presence
0.0%
95% CI 0.0–1.3%
Sourced
0.0%
95% CI 0.0–1.3%
Rivals named
8
Top rival
Semrush

AI Overview

283 obs
Share of voice0.0%

95% CI 0.0–6.9%

Presence
0.0%
95% CI 0.0–1.3%
Sourced
0.0%
95% CI 0.0–1.4%
Rivals named
9
Top rival
Semrush

Proven question gaps

Buyer questions whose scan is complete, 95% interval is precise and wholly below 50%, and anytime-valid e-value clears the fixed prompt × engine family threshold.

No proven gaps yet. Apparent misses stay research-only until every proof gate clears.

Who's winning the category

Competitor presences summed across every engine's window — a tally, not a rate, so no two instruments are averaged.

  • Semrush317
  • Profound219
  • Otterly AI178
  • Peec AI152
  • Ahrefs Brand Radar90
  • Scrunch AI52
  • AthenaHQ8

Research-only measurements

Apparent misses are visible instead of being mistaken for success. Each row says how much evidence exists and why action remains blocked.

  • What is the best AI visibility tool?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800ProfoundOtterly AISemrush

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • How to track AI visibility?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800SemrushPeec AIOtterly AI

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • How to check AI visibility?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800Ahrefs Brand RadarSemrushRankscale

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • How to track brand mentions?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800SemrushOtterly AIPeec AI

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • What is a good AI visibility score?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800SemrushProfound

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • What is AI visibility?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800RankscaleSemrush

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • Is AEO better than SEO?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800SemrushAthenaHQ

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • How do I calculate the share of voice?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800Semrush

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • What does 100% share of voice mean?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • What is a good share of voice percentage?

    Gemini
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • What is the best AI visibility tool?

    ChatGPT
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800ProfoundPeec AIOtterly AI

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

  • How to track AI visibility?

    ChatGPT
    cited 0% · 95% CI 0–5% · n=80e=2.25e+21 / 800ProfoundSemrushPeec AI

    Blocked: at least one configured engine's latest scan is not admissible as action evidence; the newest reading is 748h old — the scan has stopped producing, so this evidence is stale rather than clean

Proven lift — did what we published actually work?

The loop's return arc. For each published answer, the question it targeted is compared before and after publication AGAINST the holdout arm, per engine. A gain is claimed only when the control-adjusted 95% interval clears ±7pp in full; with no control the answer is "unmeasured", never a number.

  • What is a good share of voice percentage?

    ChatGPT: +0.0pp (-23.6–36.1)Gemini: +0.0pp (-23.6–36.1)AI Overview: +0.0pp (-24.7–36.3)Perplexity: +0.0pp (-23.6–36.1)

  • Is AEO better than SEO?

    ChatGPT: +0.0pp (-22.3–33.2)Gemini: +0.0pp (-22.3–33.2)AI Overview: +0.0pp (-23.6–33.5)Perplexity: +0.0pp (-22.3–33.2)

  • What does 100% share of voice mean?

    ChatGPT: +0.0pp (-20.2–30.5)Gemini: +0.0pp (-20.2–30.5)AI Overview: +0.0pp (-21.3–30.8)Perplexity: +0.0pp (-20.2–30.5)

  • How do I calculate the share of voice?

    ChatGPT: +0.0pp (-19.0–28.4)Gemini: +0.0pp (-19.0–28.4)AI Overview: +0.0pp (-20.1–28.6)Perplexity: +0.0pp (-19.0–28.4)

  • What is the best AI visibility tool?

    ChatGPT: +0.0pp (-17.0–26.3)Gemini: +0.0pp (-17.0–26.3)AI Overview: +0.0pp (-17.7–26.4)Perplexity: +0.0pp (-17.0–26.3)

  • What is AI visibility?

    ChatGPT: +0.0pp (-17.5–28.0)Gemini: +0.0pp (-17.5–28.0)AI Overview: +0.0pp (-17.9–28.1)Perplexity: +0.0pp (-17.5–28.0)

  • How to check AI visibility?

    ChatGPT: +0.0pp (-14.9–23.2)Gemini: +0.0pp (-14.9–23.2)AI Overview: +0.0pp (-16.0–24.7)Perplexity: +0.0pp (-14.9–23.2)

  • How to track AI visibility?

    ChatGPT: +0.0pp (-14.1–21.9)Gemini: +0.0pp (-14.1–21.9)AI Overview: +0.0pp (-15.1–23.2)Perplexity: +0.0pp (-14.1–21.9)

  • How to track brand mentions?

    ChatGPT: +0.0pp (-13.5–20.7)Gemini: +0.0pp (-13.5–20.7)AI Overview: +0.0pp (-14.5–22.0)Perplexity: +0.0pp (-13.5–20.7)

  • What is a good AI visibility score?

    ChatGPT: +0.0pp (-12.9–19.7)Gemini: +0.0pp (-12.9–19.7)AI Overview: +0.0pp (-13.8–20.8)Perplexity: +0.0pp (-12.9–19.7)