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

# Why is my brand missing from an AI answer or visibility report?

> Distinguish an absent brand from a matching issue, a filtered result, or pending analysis in AI visibility tracking.

Read the original answer first. If the platform did not mention your brand, the absence is part of the observed result. If the answer clearly names your brand but the report does not, investigate matching, filters, and analysis status.

## Check the answer and brand identity

Look for the company name, a trading name, an abbreviation, or a product name. Confirm that the workspace's brand name and primary domain represent the brand you are monitoring. Review aliases where the business is commonly known by another name.

A domain citation and a brand mention are separate signals. An answer can link to your website without naming your brand, or name your brand without linking to it.

## Check the selected data

Confirm the workspace, platform, region, date range, and prompt group. An answer outside the selected window will not explain the current metric. Pending or failed analysis can also prevent a collected answer from contributing to the expected view.

## If the brand really is absent

Review the competitors that appear and the sources cited. Ask whether the question reflects your actual category and audience. Keep the result as an observation rather than changing the prompt solely to force a mention.

Use [prompt selection](/docs/getting-started/choose-prompts), [competitor analysis](/docs/analysis/competitors), and [source citations](/docs/analysis/source-citations) to plan the next investigation.