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Metrics

Visibility

Visibility is the foundational metric: how often the AI models mention your brand at all.

What it measures

Visibility is the share of monitored answers (chats) that mention your brand, across the prompts and models you track, for the selected time window. It answers a simple question: in what percentage of conversations do you show up?

How it's calculated

Your Visibility score is the share of the AI answers Vosapio checks that mention your brand — the number of answers that mention you, divided by the total number of answers, shown as a percentage. If Vosapio runs 100 answers for your prompts and your brand appears in 30 of them, your Visibility is 30%.

What counts is whether you're mentioned, not how many times — being named several times in the same answer still counts as one. Visibility is measured across every AI model and prompt you track, over the time period you've selected.

Presence, not prominence

Visibility counts whether you appear, not how favorably or how early. Read it alongside Position (how early you're named) and Share of Voice (how much of the conversation is yours).

The Top Brands table on your Overview ranks every brand by its Visibility, so you can see at a glance where you stand against competitors:

Top Brands
#BrandVisibilitySOVSentimentPosition
1Your brandYou75.4%+3.2%15.5%+1.1%78+22.5−0.3
2Competitor A50.8%−1.8%8.1%−0.4%74+04.6+0.2
3Competitor B29.5%+0.6%3.7%+0.3%80−14.0−0.1
4Competitor C11.5%−2.4%0.9%−0.2%76+35.3+0.5
5Competitor D6.6%+6.6%1.1%+1.1%803.6
Each brand's Visibility is the share of answers that mention it — here your brand appears in 75.4%, up 3.2 points on the previous period.

Change vs. the previous period

The small coloured number next to each value is the change compared with the previous period of the same length — for Last 30 days, the 30 days before that; for a custom range, the same number of days ending the day before it starts. For Visibility, the change is in percentage points: 75.4% with +3.2% means the brand was at 72.2% in the previous period.

  • Green means Visibility went up, red means it went down, and grey means no change.
  • The previous period uses the same model, topic and tag filters as your selection.
  • No change is shown for All time, or when the previous period has no answers for your current prompt set — for example, a new project, or the first days after your prompts were regenerated. A missing number means "nothing to compare with", not "no change".

How to read and improve it

A higher Visibility score means your brand is mentioned more often in the AI responses measured by Vosapio.

Compare your score and ranking with competitors to understand your relative visibility.

To improve your Visibility:

  • Strengthen your brand's presence across authoritative and relevant online sources.
  • Ensure your content comprehensively answers the questions your target audience asks AI.
  • Monitor which sources and topics contribute most to your mentions, using the insights available in Vosapio.