What are AEO and GEO?

Answer Engine Optimization and Generative Engine Optimization — making your content easy for AI assistants and AI search to understand, trust, and cite.

How is this different from SEO?

It overlaps, but focuses on answer-shaped content, structured data, and trust signals that AI systems rely on, not just keyword ranking.

Can you guarantee AI citations?

No tool can guarantee that. AuditScout flags the structural and content gaps that make a site harder to cite, with concrete fixes.

Yes. AuditScout only reads public information your visitors already see — no logins, no exploits, no intrusive testing.

AI / AEO / GEO audit

Will AI assistants find and cite your site?

Search is moving into AI answers. AuditScout checks whether your content, structured data, and trust signals make your site easy for ChatGPT, Claude, Perplexity, and Google's AI to understand and cite.

No login required for your first audit.

Who it's for

Founders, marketers, and content owners who want their site surfaced in AI-generated answers — not just traditional search results.

Sound familiar?

AI answers skip your site

Assistants cite competitors because their content is clearer and better structured than yours.

No structured data

Without schema, AI engines struggle to parse what your pages actually offer.

Content isn't answer-shaped

Pages bury the answer instead of stating it clearly, so it's hard to quote.

Trust signals are unclear

AI systems favor sources that look credible — clear authorship, contact details, and consistency.

How AuditScout helps

AEO and GEO checks

Whether your content is structured, clear, and quotable enough for answer engines to cite.

Structured data review

Missing or weak schema that keeps AI and search engines from understanding your pages.

Clarity and trust signals

Answer-first content patterns and credibility markers that make a source AI-friendly.

Example findings

The kind of prioritized, plain-English items a real audit surfaces.

Answers buried in prose
Key questions aren't answered up front, making content hard for AI to extract and cite.
No FAQ or how-to schema
Missing structured data reduces eligibility for AI answers and rich results.
Weak authorship signals
No clear author, organization, or contact info to establish credibility for AI sources.

See a full example report

Example Claude / Cursor prompt

Every audit ends with a ready-made prompt like this — paste it into Claude or Cursor to start shipping the fixes.

Copy/paste upgrade prompt

Make MY_URL easier for AI assistants and AI search to understand and cite. Keep the existing design and explain each change.

Work through these audit findings, highest impact first:
1. [HIGH] Lead each key page with a clear, quotable one- or two-sentence answer.
2. [HIGH] Add FAQPage and Organization/LocalBusiness schema markup.
3. [MED] Phrase headings as the questions people actually ask.
4. [MED] Strengthen authorship and entity signals (author, organization, contact details).

Apply the changes file by file and show me the diffs.

Frequently asked questions

What are AEO and GEO?: Answer Engine Optimization and Generative Engine Optimization — making your content easy for AI assistants and AI search to understand, trust, and cite.
How is this different from SEO?: It overlaps, but focuses on answer-shaped content, structured data, and trust signals that AI systems rely on, not just keyword ranking.
Can you guarantee AI citations?: No tool can guarantee that. AuditScout flags the structural and content gaps that make a site harder to cite, with concrete fixes.
Is the scan safe?: Yes. AuditScout only reads public information your visitors already see — no logins, no exploits, no intrusive testing.

Audit your site now

One URL. A prioritized beta report with plain-English fixes. No login required.

Passive & safe — public checks only.