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What is the Visibility Score in AI Visibility?

Updated over a week ago

The Visibility Score tells you how prominently and consistently your brand appears in AI-generated search results, like Google’s AI Overviews, ChatGPT answers, or Perplexity summaries.

It’s calculated based on two things:

  1. Detection Rate: How often your brand appears in test runs.

  2. Rank Score: How well your brand ranks on average when it does appear

The Formula:

Visibility Score = (Detection Rate × Rank Score × 100), rounded to 1 decimal place

Let’s break it down:

Detection Rate (0 to 1):

This is the percentage of runs in which your brand is detected. For example: If your brand appears in 80 out of 100 test runs, your detection rate is 0.8

Rank Score:

This score rewards higher (better) rankings. It’s calculated using this formula:

Rank Score = 1 / (1 + 0.1 × (Average Rank - 1))
  • The lower your average rank, the higher your score.

  • A brand that consistently ranks #1 will score higher than one ranking #5

Example:

Let’s say:

  • Your brand appears in 80% of test runs → Detection Rate = 0.8

  • Your brand’s average rank across those runs is 2

Now plug into the formulas:

  1. Rank Score = 1 / (1 + 0.1 × (2 - 1))

    → 1 / (1 + 0.1) = 0.909

  2. Visibility Score = 0.8 × 0.909 × 100 = 72.7

So, your Visibility Score is 72.7.

This tells you: “Your brand appears most of the time and ranks pretty well, so your visibility is strong!”

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