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.
Source
One-line definition
Being mentioned is not the same as being used as a source. GEO separates brand mentions, sources, and explicit citations.Why it matters for AI search
AI answers compress discovery. Users may meet your brand inside a generated answer before they ever click a website. That means teams must manage whether they are mentioned, used as a source, and cited across strategic questions.SEO vs GEO lens
| Lens | Traditional SEO | GEO / AI search |
|---|---|---|
| User action | Search query and link click | Natural-language question and generated answer |
| Operating unit | Keyword, page, rank | Prompt set, source, citation, brand context |
| Optimization | Metadata, content, links, technical SEO | Question structure, evidence blocks, schema, source quality, trust signals |
Where HaloX surfaces it
HaloX surfaces source behavior in Citation Tracking, GEO workflows, and Content Factory trust checks.Improvement checklist
- Does the key page start with a clear definition?
- Do headings map to real user questions?
- Are FAQ, comparison tables, and evidence blocks present?
- Are claims supported by reliable sources?
- Can structured data be applied?
- Does Site Audit show AI accessibility issues?
- Does Strategy Map show GEO/AIO/SEO/GAP signals for this cluster?