> ## Documentation Index
> Fetch the complete documentation index at: https://docs.texta.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Visibility

> How often your brand appears in AI responses within your selected scope.

# Visibility

Visibility shows how frequently a brand is mentioned across tracked AI responses.

## Conceptual formula

`visibility = responses mentioning brand / total tracked responses`

## Why it matters

* Measures discoverability in AI conversations.
* Shows whether your brand enters relevant answers consistently.
* Serves as a primary trend signal for market presence.

## How to use visibility correctly

* Compare against competitors with the same filters.
* Review by topic to identify strong and weak areas.
* Validate changes with source and chat analysis.

## Common misreads

* High visibility does not always mean positive framing.
* Short windows can create noisy fluctuations.