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Feature

Answer Engine Optimization (AEO)

Answer Engine Optimization focuses on making content easy for AI systems to extract and cite. SiteScore assesses answer-oriented signals such as question phrasing, concise answers, descriptive headings, and readable structure.

What this feature checks

5 checks in this category. Every check links to the source markup it inspects.

Question headings

Detects headings phrased as questions.

Consecutive answer paragraphs

Short paragraphs immediately following a question heading.

Heading descriptiveness

Flags generic headings like "Overview" or "Section 1".

Readability heuristics

Sentence and paragraph length as readability proxies.

Definition patterns

Identifies "term: definition" style content.

How the analysis works

How SiteScore inspects answer engine optimization (aeo)

A straightforward look at what happens when you run this analysis.

  1. 1

    SiteScore analyzes the visible text and heading structure of the page.

  2. 2

    Heuristics identify content patterns associated with answer-friendly pages.

  3. 3

    Each signal is reported with the source text so you can verify the finding.

SiteScore v3.0 Side Panel InspectionLive In-Browser Audit
SiteScore Side Panel: Direct answer block heuristics, snippet length, and query formatting.
SiteScore Side Panel: Direct answer block heuristics, snippet length, and query formatting.
Example findings

What a finding looks like

Each finding includes severity, observed evidence, and a suggested fix. The data below is labeled sample data.

Generic heading detected

H2 "Section 1" provides no topical context.

Info
Suggested remediation

Use descriptive headings that summarize the section content.

Honest limits

Evidence and limitations

  • AEO is not a standardized ranking score. Heuristics are proxies, not proof of citation.
  • Whether an AI system actually cites your content depends on factors outside of on-page signals.
Practical guidance

How to act on findings

Treat each finding as a starting point. Use the evidence panel to locate the relevant markup, apply the suggested fix, then re-run the analysis to confirm the issue is resolved.

Severity is a guide, not a rule. A warning that affects your primary content may matter more than a critical issue on a low-traffic page.

Combine SiteScore with official tools — Search Console, the Rich Results Test, and PageSpeed Insights — for a complete picture.

FAQ

Answer Engine Optimization (AEO) questions

Run answer engine optimization (aeo) on your page

Install the SiteScore Chrome extension and analyze the page you have open right now.