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

# AI Visibility

> How often your Brand appears in planned AI response opportunities.

**AI Visibility** measures how often responses mention your Brand across the Prompts and AI Platforms in an Analysis. A Mention is a reference in response text; it does not require a Citation link.

For each AI Platform, Videntic divides the number of **Mentioning Responses** by its **Planned Response Opportunities**. A planned opportunity with a missing or failed response does not count as a Brand Mention. The overall value is an equal average of the AI Platform values.

## Interpret the number

* A higher value means the Brand appeared in more of the planned opportunities for the current Prompt and AI Platform set.
* It does not show whether a response linked to your website. Check the Citations view for source links.
* It does not measure whether the description was favorable or accurate. Read the response evidence in Mentions.
* Changes in Prompts, AI Platforms, or failed captures can affect comparisons between Analyses. Check those inputs before attributing a change to content work.
* A pending Analysis, a Platform with no planned opportunities, and a completed Analysis with a measured zero are different states. Check **Analysis History** and the Platform's response evidence before treating a blank or zero card as a confirmed absence of Mentions.

## Use it in a weekly review

1. In **Dashboard → Overview**, choose the date range and inspect the AI Visibility Trend. Use **Dashboard → Analysis History** to check which Analyses completed before treating a point as a measured result.
2. Keep the same **Models** filter when comparing points. Check whether the Prompt set, tracked Market, and response Coverage also remained comparable.
3. Open **Dashboard → Analytics → Mentions**. Find the relevant Prompt under **Mentions by Prompt**, expand it, and select a Mention to read the stored AI Response. The **Mentions over time** chart can help find the dates and AI Platforms behind a movement.
4. Investigate a specific content or Website issue, make a change, and observe later Analyses. Record the change date and measurement scope so the comparison remains interpretable.

For competitive position, use [Share of Voice](/metrics/share-of-voice). For website issues, use [Technical Audit](/features/geo-audit).


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