AEO visibility audit.

Free skill · MIT · 12 rules · Verdict per rule, with rewrites · v1.0.0

AEO/GEO (Answer Engine / Generative Engine Optimization) visibility audit.

Install.

No account, no key, no runtime.

npx skills add jukkablomberg/northpoint --skill aeo-visibility-audit-pro

Read the full file on GitHub

When to use it.

Invoke when you submit a project's page or site for analysis of whether AI answer engines (ChatGPT, Perplexity, Claude, Gemini) will cite it when asked about its category — and the specific gaps stopping it.

The 12 rules.

Machine-readable identity
  • 1One-sentence extractable definition
  • 2Structured data (schema.org Organization/Product)
  • 3Consistent entity naming
  • 4Distinctive, ownable category phrase
Corroboration & trust signals
  • 5Third-party corroboration
  • 6Verifiable, attributable facts
  • 7Author / entity authority signals
Answer-shaped content
  • 8Direct question-and-answer content
  • 9Honest comparative framing
  • 10Freshness & dating
Crawlability for AI agents
  • 11AI-agent access (robots / llms.txt)
  • 12Content not trapped behind JS / gated render

What you get back.

Returns a citeability score, per-rule analysis, and a ranked fix list.

Run it without installing.

Paste an asset, get a verdict.

Run the free check →

Related packs.

Rules are free. Judgment is the job.

Hire NorthPoint →