Skip to main content

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.

HaloX guide page thumbnail summarizing What to do when AI answers mention only competitors in five cards
When AI answers mention only competitors, the issue may not be awareness alone. Competitors may have stronger source evidence, clearer comparison pages, more reusable external mentions, or better entity structure. Use this guide for intents such as “ChatGPT recommends competitors only,” “AI search competitor comparison,” and “AI answer share of voice.”

​
What should you prepare

InputWhy it matters
Competitor listDefines the Share of Voice comparison set.
Comparison and alternative promptsFinds where competitors dominate.
Competitor source URLsShows which evidence is selected.
Official URLsDefines source candidates to strengthen.

​
Execution steps

1

1. Split the prompt market

Separate branded, non-branded, comparison, buying-review, and vertical recommendation prompts.
2

2. Read Share of Voice with AVI

Use GEO Dashboard and AVI to compare brand and competitor visibility.
3

3. Decompose competitor citations

Record competitor URLs, media, directories, reviews, and community sources that support the answer.
4

4. Build comparison and source content

Add comparison criteria, alternative positioning, FAQs, official evidence, and offsite-source tasks to the content brief.

​
How do you verify

SignalImprovement
Share of VoiceCompetitor-only answers decrease.
Question coverageThe brand appears in non-branded and comparison prompts.
CitationOwned and external source candidates increase.
ReportingWeekly actions are tied to prompts and URLs.

​
What commonly blocks progress

Often yes, but keep them objective. Compare criteria, audience fit, strengths, limitations, and alternatives without attacking competitors.
Strengthen owned pages and build external evidence through PR, partner pages, directories, reviews, and case studies.
No. Track repeated prompt sets and citation candidates weekly.

​
Start the diagnosis

Move the brand name, primary URL, competitors, and problem prompts from this guide into the HaloX app. Docs explain the decision criteria; the app shows the live scores, evidence, and report workflow.

Start in the HaloX app

Enter the primary URL and target prompts to create the first AI visibility baseline.

First 30-minute checklist

New teams should confirm the workspace, site diagnosis, and first report sentence.

Free diagnosis lead asset

Connect AI visibility diagnosis, ChatGPT brand mention checks, and Perplexity source checks to lead capture.

Adoption planning

Choose the first 30-day operating scope for internal, agency, PR, B2B, or local-brand teams.