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.
Prompt Set
One-line definition
A prompt set groups the questions buyers ask AI systems so teams can repeatedly track mentions, sources, citations, and competitor gaps.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 uses prompt sets in GEO workflows, Prompt Analysis, and Strategy Map prioritization.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?