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The AEO Audit: 16 Aspects That Determine Your AI Visibility

Answer Engine Optimisation (AEO) is the new frontier. Here are the 16 aspects we evaluate in every AI visibility audit.

SS

Sotiris Spyrou

Founder, ParadoxSEO

1 July 2025 · 4 min read · 665 words

Beyond SEO: Enter AEO

Search Engine Optimisation (SEO) got us here. Answer Engine Optimisation (AEO) will get us to what's next.

AEO is the practice of optimising your content to be cited and accurately represented by AI systems — ChatGPT, Perplexity, Google AI Overviews, and the growing ecosystem of AI-powered answer engines.

At ParadoxSEO, we've developed a 16-aspect AEO framework that assesses your AI visibility across three dimensions: Citability, Accuracy, and Discoverability.

The 16 AEO Aspects

Citability (6 Aspects)

1. Factual Density Does your content contain citable facts, statistics, and data points? AI systems prefer content they can quote with confidence.

  • High: Original data, research findings, specific numbers
  • Low: Opinion, vague claims, generalised advice
  • 2. Attribution Clarity Can AI systems correctly attribute information to your brand? Clear bylines, structured data, and consistent naming help.

    3. Source Authority Are you citing credible sources? AI systems weight your authority based on who you reference.

    4. Uniqueness Score Is your content meaningfully different from what's already in the training corpus? Me-too content won't get cited.

    5. Quote-Worthiness Do you have memorable phrases, frameworks, or formulations that AI might quote directly?

    6. Definition Quality When you define terms, are those definitions clear, accurate, and comprehensive enough to be reused?

    Accuracy (5 Aspects)

    7. Brand Representation When AI describes your brand, is it accurate? Inaccurate brand descriptions indicate poor AI visibility.

    8. Product/Service Accuracy Are your products and services correctly described in AI responses?

    9. Expertise Recognition Does AI recognise your expertise in your domain? This affects whether you get cited for expert opinions.

    10. Recency Signals Can AI determine when your content was published or updated? Freshness matters for certain queries.

    11. Contradiction Avoidance Is your content internally consistent? Contradictory statements confuse AI systems.

    Discoverability (5 Aspects)

    12. Entity Recognition Does Google's Knowledge Graph recognise your brand? Entity status improves AI visibility.

    13. Structured Data Completeness Is your structured data comprehensive enough for AI to understand your content?

    14. AI Crawler Access Can GPTBot, PerplexityBot, and other AI crawlers access your content?

    15. Content Accessibility Is your content in formats AI can easily parse? Heavy JavaScript, PDFs, and images reduce accessibility.

    16. Cross-Platform Presence Are you visible across platforms AI systems reference — Wikipedia, industry databases, social platforms?

    Scoring Methodology

    Each aspect is scored 0-4:

    | Score | Meaning | |-------|---------| | 0 | Absent — No evidence of optimisation | | 1 | Ad Hoc — Inconsistent implementation | | 2 | Developing — Partial implementation | | 3 | Defined — Systematic implementation | | 4 | Optimising — Best-in-class with ongoing improvement |

    Overall AEO Score = Average across 16 aspects × 25 (to give a 0-100 score)

    Benchmarks by Industry

    | Industry | Average AEO Score | Top Quartile | |----------|------------------|--------------| | SaaS | 58 | 72+ | | E-commerce | 51 | 65+ | | Media/Publishing | 67 | 82+ | | Financial Services | 45 | 61+ | | Healthcare | 42 | 58+ |

    Quick Wins for AEO

    This Week

  • Add clear author bylines with credentials
  • Include one citable statistic per key page
  • Check GPTBot access in robots.txt
  • This Month

  • Create or update your Wikipedia presence
  • Add FAQ schema to key pages
  • Audit product descriptions for accuracy
  • This Quarter

  • Build a research/data asset in your niche
  • Establish author entities in Google
  • Create a structured "About" section AI can parse
  • The Future of AEO

    AEO is not replacing SEO — it's extending it. The same principles apply: create valuable content, build authority, make it accessible. But the audience now includes algorithms that synthesise, summarise, and cite.

    Sites that ignore AEO will watch their content train AI models without receiving credit. Sites that embrace AEO will become trusted sources in the AI-powered information ecosystem.

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    *Want your AEO Score? Run a ParadoxSEO audit that includes our full 16-aspect AI Visibility assessment.*

    Frequently Asked Questions

    What is AEO (Answer Engine Optimisation)?
    AEO is the practice of optimising content to be accurately cited and represented by AI systems like ChatGPT, Perplexity, and Google AI Overviews.
    How is AEO different from SEO?
    SEO focuses on ranking in search results for clicks. AEO focuses on being cited accurately in AI-generated answers, which may or may not drive direct traffic.
    What is a good AEO score?
    Scores vary by industry, but generally 60+ is good and 75+ is excellent. The average across industries is approximately 52.

    Tags

    AEOAI Visibilitycontent strategystructured data
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