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

# ChatGPT brand mention check guide

> Check whether ChatGPT mentions the brand across recommendation, comparison, definition, and buying questions using HaloX question sets and Prompt Analysis.

<Frame>
  <img src="https://mintcdn.com/afterworklab/lupD4-jE5SvWCVgz/images/concepts/page-thumbnails/en-guides-chatgpt-brand-mention-check.png?fit=max&auto=format&n=lupD4-jE5SvWCVgz&q=85&s=edc2c35a77291870946077a70ed4871e" alt="Thumbnail summarizing the HaloX guide page ChatGPT brand mention check guide as five workflow cards" width="1600" height="900" data-path="images/concepts/page-thumbnails/en-guides-chatgpt-brand-mention-check.png" />
</Frame>

ChatGPT brand checks should not be one-off manual prompts. In HaloX, turn them into repeatable question sets, answer-position records, competitor checks, source reviews, and Weekly Report language.

## What should you prepare

| Input               | Where to open it in HaloX        | Ready state                                                                         |
| ------------------- | -------------------------------- | ----------------------------------------------------------------------------------- |
| ChatGPT questions   | Pro → Prompt Status              | Recommendation<br />comparison<br />definition<br />and buying questions are split. |
| Brand spelling      | Prompt Analysis                  | English, Korean, and shorthand variants are checked.                                |
| Competitor baseline | Strategy Map                     | Co-mentioned brands are fixed.                                                      |
| Evidence URLs       | Citation Tracking, Knowledge Hub | Official evidence sources exist.                                                    |

## When should you use this guide?

| Situation                        | Signal to inspect                                   | Decision                                    |
| -------------------------------- | --------------------------------------------------- | ------------------------------------------- |
| The brand is absent in ChatGPT   | Recommendation/alternative questions miss the brand | Separate intent gaps from content gaps.     |
| Only competitors are recommended | Competitors dominate comparison questions           | Move to Strategy Map and comparison briefs. |
| The brand description is wrong   | Definition questions show stale wording             | Improve official docs and Knowledge Hub.    |
| Sales or PR needs evidence       | Question-level proof is needed                      | Record answer examples and actions.         |

## Workflow

<Steps>
  <Step title="1. Create a ChatGPT question set">
    Split recommendation, comparison, definition, and buying-review questions in Prompt Status.
  </Step>

  <Step title="2. Classify brand appearance in Prompt Analysis">
    Record whether the brand is first, one of many, only described, or absent.
  </Step>

  <Step title="3. Check spelling and description accuracy">
    Review variants such as HaloX and Korean brand names; move incorrect descriptions into source work.
  </Step>

  <Step title="4. Connect competitors and evidence">
    Send competitor-heavy questions to Strategy Map and weak evidence questions to Citation Tracking.
  </Step>

  <Step title="5. Report by question type">
    Avoid “appears/does not appear”; report comparison, definition, and buying questions separately.
  </Step>
</Steps>

## How do you verify the result?

| HaloX surface   | Value to read                           | Next action                  |
| --------------- | --------------------------------------- | ---------------------------- |
| Prompt Status   | ChatGPT question set and recent runs    | Add missing questions.       |
| Prompt Analysis | Brand position and description accuracy | Fix spelling/source issues.  |
| Strategy Map    | Competitor co-mentions                  | Plan comparison content.     |
| Weekly Reports  | Exposure by question type               | Write meeting-ready updates. |

## ChatGPT mention check table

| Question type  | Decision                | Example record                                    | Next action                            |
| -------------- | ----------------------- | ------------------------------------------------- | -------------------------------------- |
| Recommendation | Included or missing     | Candidate 3 for “AI search optimization tools”    | Maintain or improve comparison content |
| Comparison     | Position vs competitors | A and B appear before HaloX                       | Strategy Map, comparison page          |
| Definition     | Description accuracy    | Correct GEO platform description or stale wording | Improve official intro and FAQ         |
| Buying review  | Conversion readiness    | Missing in pricing or adoption questions          | Improve pricing/adoption docs          |

## What commonly blocks teams

<AccordionGroup>
  <Accordion title="Is it a bug if GSC/GA4 numbers and HaloX scores do not match exactly?">
    No. GSC and GA4 describe search traffic and user behavior, while HaloX AVI, citation rate, and source visibility describe how the brand and sources appear in AI answers. They support the same operating decision but use different measurement units.
  </Accordion>

  <Accordion title="Should the same question set be reused forever?">
    Keep baseline questions, but add separate sets when products, competitors, or buyer questions change. Do not overwrite the baseline; split the comparison axis so weekly reports can explain the cause of movement.
  </Accordion>

  <Accordion title="Where should the guide output be recorded?">
    Move evidence into Weekly Report and Exports, and convert actions into Content Production briefs or Site Audit issues. In meetings, report the question group, source gap, and next action together, with the score.
  </Accordion>
</AccordionGroup>

## Related docs

<CardGroup cols={2}>
  <Card title="AI Visibility Index" icon="gauge" href="/en/features/ai-visibility-index">Read the core AI visibility score.</Card>
  <Card title="Prompt Analysis" icon="bar-chart-3" href="/en/features/prompt-analysis">Inspect answers and citations by question.</Card>
  <Card title="Content Production" icon="factory" href="/en/features/content-factory">Turn findings into briefs.</Card>
  <Card title="Weekly Reports" icon="calendar-days" href="/en/guides/reports">Package changes for meetings.</Card>
</CardGroup>