Analytics · Scoring

One number for your
AI visibility.

The Visibility Score blends mention rate, sentiment, position, and citation share into a single 0–100 metric. Watch it move daily as you ship GEO improvements.

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app.llmmetrix.com/visibility
Visibility Score
84+36
Mention Rate
68%
+9%
Sentiment
+0.42
+0.11
Position
#2
+3

Why it matters

Built to move your AI visibility from invisible to inevitable.

A single source of truth

Stop juggling 12 metrics. One score that the whole team — exec to engineer — can rally around.

Daily trend, full history

See exactly how your score moves over 7, 30 and 90 day windows with sparklines and breakdowns.

Composited from real signals

Mention rate, sentiment, list position and citation share — weighted to match real AI traffic value.

Per-engine breakdown

Drill into each engine to see exactly where the score is being earned or lost.

Topic-level scoring

Track separate scores per product line, topic cluster or buyer persona — not just one global number.

Lift attribution

See which content shipped, schema added, or citation earned — actually moved the score.

Who it's for

A daily edge for the teams shaping AI answers.

CMOs

Report a single AI visibility KPI to the board, the same way you report SEO traffic or NPS.

GEO leads

Tie every content sprint to a measurable score lift, with full attribution for each change.

Founders

Know exactly where you stand vs the category leader on the metric that matters in 2026.

FAQ

Questions, answered.

How is the Visibility Score calculated?
It is a weighted composite of mention rate, sentiment polarity, list position (first vs fine-print) and citation share, normalised against your category leader. Weights are tuned per industry.
Is the score comparable across companies?
Yes. We normalise within an industry/category cohort so a 70 in SaaS means the same thing as a 70 in fintech — both indicate top-quartile AI visibility.
How quickly does the score react to changes?
Most content and schema improvements are reflected within 1–4 weeks as engines re-crawl and re-train on your updates.
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