Method

The GEO metrics worth tracking (and the misleading ones)

Mention rate, citations, share of voice, visits and enquiries from AI: how to read them with their margin of error, and which numbers to ignore.

By Sébastien Monnier · · 5 min read · Lire en français

How often are you recommended? With a link or without? By which assistant? And does it bring you customers? Here are the metrics that answer those questions, the ones that mislead, and how to read them without fooling yourself.

The useful metrics

MetricWhat it measuresHow to read it
Mention rateShare of answers that name your businessAlways with its margin of error (95% interval)
Citation rateShare of answers with a link to your siteThis is what can produce a click
Weighted visibilityMention rate, weighted by the demand behind each questionA question people ask a lot counts more
Share of voiceYour share among all the businesses citedCompare it with your direct competitors
Average positionWhere your name appears in the answerCited first = more visible
Visits from AI assistantsMeasured clicks to your site from ChatGPT, Perplexity…A floor: some clicks cannot be identified
Enquiries from AI assistantsCalls, emails, forms after a visit from an AI assistantThe most direct link with revenue

Table compiled on 26 September 2026.

The margin of error is not a detail

A 50% rate measured on 3 answers may in reality lie anywhere between 9% and 91%. On 300 answers, between 44% and 56%. That is why each question is asked several times, on each assistant, in every measurement.

0%25%50%75%100%3 answers: between 9% and 91%30 answers: between 31% and 69%300 answers: between 44% and 56%
Same observed rate (50%), three levels of certainty: the more answers, the narrower the 95% interval (Wilson).

A simple rule: an increase is real only if the new measurement’s interval lies entirely above the reference measurement’s interval. Otherwise it is “within the margin of error”.

The misleading metrics

Misleading metricWhy
A “we’re cited!” screenshotOne isolated answer, impossible to reproduce
An unexplained “AI visibility score”You don’t know what it measures or how precisely
The number of questions tracked500 questions nobody asks are worth less than 30 real ones
“AI impressions” from a third-party toolNo assistant publishes its answer volumes per business

The minimum dashboard

  1. Overall mention rate, with its margin of error, week by week.
  2. The same, per assistant: the gap shows where to act.
  3. The topics (service × city) where demand is high and your rate is low: these are your opportunities.
  4. Visits and enquiries from AI assistants (how to measure them).

That is exactly what Recoia shows, with no single unexplained score: every number is linked to the raw answers that produced it.

Updated 26 September 2026.

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