Mentioned Dashboard: AI Visibility Metrics at a Glance

The Mentioned dashboard shows how your brand appears in measured AI answers. Each completed scan adds evidence to the dashboard.

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Find a dashboard view

The top navigation has three sections:

• Analytics contains Brand Health Score, Answer Visibility, and competitor comparisons.
• Mentions contains the measured AI answers, Sentiment, and Cited Sources.
• Audit contains your website’s AEO readiness results.

Use the project selector to change the project. Use the date selector to change the measured period.

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Analytics and Brand Health Score

Open Analytics > Visibility to see Brand Health Score. It combines four components:

• Competitive Ranking
• Mention Rate
• Sentiment
• Citation Score

Visibility Momentum is shown on the same page as a separate diagnostic. It is not one of the four components. See Answer Visibility and Visibility Momentum. An available Brand Health Score has a number out of 100 and a green, amber, or red status. The component list explains which results contribute to it. Each component can also show No data. No data has no number and no status. The dashboard shows the reason and the number of available components. A measured zero stays visible as zero. Brand Health Score never falls back to Answer Visibility. They are separate measurements. If less than half of a scan’s prompts completed, the dashboard shows an explicit low-coverage message instead of a score. Between half and 80% completion, the dashboard shows the score with a warning that it is based on a partial sample. See Brand Health Score for the full coverage rule.

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The Snapshot card

The Snapshot card shows Mention Rate, Competitive Ranking, Sentiment, and competitor Presence Rates. Every figure in the card comes from the latest completed scan. The date selector does not change the Snapshot card. It changes the Answer Visibility chart. To compare a longer period, open Analytics > Ranking or Analytics > Competitors.

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Answer Visibility

The Answer Visibility card and chart show the rolling visibility measurement. Visibility Momentum compares Answer Visibility with an earlier comparable baseline. It shows a value only when a comparable baseline is available. A Brand Health Score comparison appears only when both results use the same available components. The current dashboard does not yet have a comparable prior generation, so it shows No data until one is available. If Mentioned changes how Answer Visibility is calculated, the chart marks the date of the change. Mentioned does not join scores from before and after the change into one trend line.

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Ranking

Open Analytics > Ranking to compare the Presence Rate for your brand and tracked competitors. Presence Rate is the share of eligible AEO Answer Opportunities in which each brand appears. It is not Competitive Ranking. A cell with eligible evidence can show a measured zero. A cell without eligible evidence shows No data and has no green, amber, or red status.

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Mentions

Open Mentions > All Mentions to read the AI answers behind the metrics. Use this view to review brand mentions, Sentiment, Answer Rank, and Cited Sources.

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Sentiment counts

The view shows four counts: Total Mentions, Positive, Neutral, and Negative. A mention gets a sentiment band only when the judge records a reading. Some mentions have no reading. These mentions count in Total Mentions. They do not count in Positive, Neutral, or Negative. The three bands therefore do not always add up to Total Mentions. When a mention has no reading, the view shows how many mentions this applies to.