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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.

Create citation-ready content with Content Factory

The goal is not to publish more pages. The goal is to produce pages that AI systems can confidently use as answers, sources, and citations.

Best starting points

Starting pointUse it whenExample
GEO opportunity clusterCompetitors appear in AI answers but your brand does not“best tools for…”, “how to choose…”
Missing strategic promptA key buyer question does not mention your brand“Which vendor should I consider?”
Site Audit issueAn existing page is hard for AI crawlers to read or understandno schema, JS dependency, weak FAQ
Repeated customer-meeting questionSales/onboarding teams hear the same question repeatedly“How should we interpret this score?”

Turn meeting notes into content briefs

Do not publish customer-specific meeting details. Convert them into anonymized industry scenarios and reusable question intent.
Meeting signalContent briefContent type
“Why doesn’t AI show our brand?”Explain the difference between mentions, sources, and citationsConcept + diagnostic guide
“How is SEO different from GEO?”Show GEO as an operating layer on top of SEOComparison landing page
“How do we report this to executives?”Provide score interpretation, risk, and next-action templatesReporting guide
“Do we need location-level visibility?”Explain local GEO prompt sets and branch-page structureVertical playbook

Workflow

1

1. Choose the execution cluster in Strategy Map

Use AIO, GEO, SEO, volume, and GAP type together. Prioritize GEO opportunity and Urgent clusters.
2

2. Create a Content Factory task

Define the target topic, content type, reader, and prompt context.
3

3. Review Strategy Analysis first

Validate the blueprint, pain points, format, and additional keyword opportunities before judging the draft.
4

4. Review Content Writing

Check the opening definition, headings, FAQ, comparison tables, sources, and schema potential.
5

5. Validate the Trust Report

Strengthen weak claims and add reliable sources before publishing.
6

6. Report the outcome weekly

Monitor citation rate, brand mentions, source share, and prompt coverage before expecting traffic growth.

Citation-ready checklist

ElementCheck
One-line definitionCan AI reuse a clear definition?
Question-based headingsDo H2/H3 sections match real user questions?
Comparison structureAre alternatives, criteria, or trade-offs visible in tables?
EvidenceAre statistics, official references, examples, and links present?
FAQDoes the page answer repeated customer questions?
SchemaCan FAQPage, Article, or HowTo schema be applied?
FreshnessAre publish/update dates and current criteria visible?

Vertical examples

PR/Brand

Turn media coverage, official statements, and FAQs into evidence candidates for AI answers.

B2B SaaS

Create comparison, selection-criteria, alternative, and ROI pages for non-brand discovery questions.

Financial/regulated

Structure official explanations, risk notices, and definitions with reliable sources and freshness signals.

Local/multi-location

Answer location + service questions with branch URLs, local context, and FAQ structure.

Page structure template

H1: Clear answer to a problem/comparison/how-to question
Opening: concise definition + who this is for
H2: Why it matters now
H2: Selection or comparison criteria
H2: Options/methods table
H2: How HaloX measures this
H2: Execution checklist
H2: FAQ