What are the 48 AEO criteria?

The 48 criteria are organized into 5 pillars with fixed target shares: Answer Readiness 40%, Content Structure 25%, Trust & Authority 15%, Technical Foundation 10%, and AI Discovery 10%. Inside those pillars, criteria cover topic coherence, original data, depth, fact density, direct answers, Q&A structure, entity authority, freshness, visible dates, schema, semantic HTML, extraction friction, llms.txt, robots.txt, licensing, canonicals, sitemap coverage, and RSS. Each criterion is scored 0–10, converted into an effective weight after confidence and overlap controls, then rolled into the final score.

What content licensing signals does the audit check?

The audit looks for machine-readable licensing metadata: CreativeWork license properties in JSON-LD, meta tags indicating reuse policy, copyright notices, ai.txt declarations, and TDM Reservation Protocol headers. Clear licensing tells AI systems whether they can quote or reference your content in their answers.

What are conditional audit criteria?

Conditional criteria are checks that only apply to certain site types. Product/Offer schema applies only to e-commerce. Hreflang only to multilingual sites. ai.txt/TDM policy only to sites with substantial original content. Speakable schema was previously conditional but is now an active scored criterion in the 48-criteria framework. The remaining conditional criteria supplement the 34 universal audit criteria.

Do I need technical skills to improve my AEO Site Rank?

Some improvements — writing FAQ content, adding author bios — require zero technical skills. Others — deploying JSON-LD schema, modifying robots.txt — require basic HTML knowledge or developer access. Our Knowledge Base guides include code examples for each criterion. For hands-on help, we offer professional services.

What is the fastest way to improve my AI visibility?

Start with high-impact, low-effort wins: (1) Create an llms.txt file, (2) Add Organization JSON-LD to your homepage, (3) Update robots.txt to allow AI crawlers, (4) Add FAQPage schema to existing FAQ content. These four changes take under a day and typically produce noticeable improvements within weeks.

my-aima.com - AEO Audit Report | 59/100

my-aima.com

Moderate AI visibility with 35 of 48 criteria passing. Biggest gap: content licensing & ai permissions.

Developer Tools & Infrastructure AI & ML Platforms

Scoring Methodology

How Your AEO Site Rank Is Calculated

A weighted average of 48 deterministic criteria. Each scored 0-10, each with a specific weight. No AI judgment calls - every point is traceable.

Moderate visibilityOut of 100 possible points

The Formula

Score = sum(criterion_score / 10 * weight * 100) / sum(weights)

Each criterion is scored 0-10 by deterministic checks, multiplied by its weight, and summed to produce a 0-100 overall score.

Your Score Breakdown

Content9 criteria

Q&A Content Format15%9/10+13.5

FAQ Sections10%2/10+2.0

Original Data10%6/10+6.0

Content Freshness7%8/10+5.6

Direct Answer Paragraphs7%4/10+2.8

Fact & Data Density5%10/10+5.0

Definition Patterns4%5/10+2.0

Query-Answer Alignment8%7/10+5.6

Content Cannibalization5%10/10+5.0

Subtotal71%+47.5

Structure5 criteria

Schema.org JSON-LD15%9/10+13.5

Clean, Crawlable HTML10%7/10+7.0

Semantic HTML55%10/10+5.0

Table & List Extractability7%5/10+3.5

Schema Coverage3%10/10+3.0

Subtotal40%+32.0

Discovery5 criteria

llms.txt10%10/10+10.0

robots.txt for AI5%5/10+2.5

Internal Linking10%8/10+8.0

Sitemap Completeness5%10/10+5.0

RSS/Atom Feed3%7/10+2.1

Subtotal33%+27.6

Trust Signals6 criteria

Entity Authority10%8/10+8.0

Content Licensing4%0/10+0.0

Author & Expert Schema4%9/10+3.6

Canonical URL4%10/10+4.0

Content Velocity3%3/10+0.9

Visible Date Signals4%9/10+3.6

Subtotal29%+20.1

Overall Score100%59/100

Score Ranges

86-100AI-first content architecture

71-85Strong AI visibility

56-70Moderate visibility

41-55Weak visibility

26-40Minimal visibility

0-25Not on the radar

Key Points

Topic Coherence carries the highest weight at 14%, followed by Original Data at 10%, across 48 total criteria.

No HTTPS means Clean HTML is capped at 3/10, costing approximately 3-4 overall points.

Every criterion uses deterministic checks. Same site, same audit, same score - every time.

Read full scoring methodology →

↑16 since v1

Citation Avg

Answer Readiness

~40% weight

7/10

Content Structure

~25% weight

6/10

Trust & Authority

~15% weight

8/10

Technical Foundation

~10% weight

6/10

AI Discovery

~10% weight

6/10

Verdict

Below-average AEO readiness at 59/100 - multiple areas need attention. Key strengths include llms.txt File, Semantic HTML5 & Accessibility, and Sitemap Completeness. Priority gaps: Content Licensing & AI Permissions, Speakable Schema, and Image Context for AI.

Top priorities

Content Licensing & AI PermissionsDiscovery+10 pts

Speakable SchemaTechnical+10 pts

Image Context for AITechnical+9 pts

#1086of 13362

#251of 2337 in Developer Tools & Infrastructure

Ahead of you

coloop.ai59

mallocprivacy.com59

View full rankings →

View improvement plan

How to Improve

Current

59/100

Projected

82/100

39Total Fixes

7Quick Wins

~75hEst. Effort

Quick Wins

Create /llms.txt fileConfigure robots.txt for AI crawlersAdd structured tables and listsAdd direct answer paragraphsAdd ai.txt and content licensingExplain how content was tested or reviewedEliminate cross-page duplicate content

Fix

Impact

Effort

Create /llms.txt file

Add a machine-readable llms.txt file at your domain root that describes your site, services, and key pages for AI engines.

critical

low

Create /llms.txt file

critical|low

Add llms-full.txt with extended content

Create a comprehensive llms-full.txt with detailed page descriptions, content summaries, and topic taxonomy.

medium

low

Add llms-full.txt with extended content

medium|low

Reduce document weight

Trim oversized HTML, excessive DOM nodes, and large inline payloads that slow AI crawlers.

critical

medium

Reduce document weight

critical|medium

Reduce render-blocking resources

Minimize blocking scripts and stylesheets in <head> to improve content availability for AI crawlers.

critical

medium

Reduce render-blocking resources

critical|medium

Fix HTML structure and meta tags

Ensure clean, well-structured HTML with proper meta tags, HTTPS, and parseable content for AI crawlers.

medium

low

Fix HTML structure and meta tags

medium|low

Unlock Full Improvement Plan

Top Opportunities10

Unlock Opportunities

Fix It With AI41

Unlock AI Fix Prompts

41 copy-paste prompts ready - sign in to access.

Score Breakdown

Criteria

Status

Potential

Score

Content Licensing & AI Permissions

critical+10 pts0/10

Speakable Schema

critical+10 pts0/10

Image Context for AI

critical+9 pts1/10

Comprehensive FAQ Section

critical+8 pts2/10

Page Speed: Page Size

critical+8 pts2/10

Answer Capsule Pattern

critical+8 pts2/10

Content Publishing Velocity

critical+7 pts3/10

First-Hand Experience Signals

critical+7 pts3/10

Cross-Page Duplicate Content

critical+7 pts3/10

Internationalization Signals

critical+7 pts3/10

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Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

my-aima.com/pages/fda-disclaimerUnderstanding AIMA's FDA Disclaimer for Users

F32

content

1,210

my-aima.com/pages/fda-disclaimerF32

Understanding AIMA's FDA Disclaimer for Users

my-aima.com/blogs/news/why-we-must-close-the-gender-pain-...Understanding the Gender Pain Gap at AIMA

F33

blog

2,124

my-aima.com/blogs/news/why-we-must-close-the-gender-pain-...F33

Understanding the Gender Pain Gap at AIMA

my-aima.com/blogs/news/what-is-medical-gaslighting-and-ho...What is Medical Gaslighting and How to Advocate for Yourself? – AIMA

F38

blog

2,011

my-aima.com/blogs/news/what-is-medical-gaslighting-and-ho...F38

What is Medical Gaslighting and How to Advocate for Yourself? – AIMA

my-aima.com/blogs/news/cozy-season-uncomfortable-realitie...Understanding Anti-Abortion Rhetoric and Maternal Health – AIMA

F36

blog

1,993

my-aima.com/blogs/news/cozy-season-uncomfortable-realitie...F36

Understanding Anti-Abortion Rhetoric and Maternal Health – AIMA

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Changes since v1Last audited 29 days ago

→

+16

View full comparison →

Criterion

Delta

llms.txt File

0/10

10/10

+10

Q&A Content Format

8/10

9/10

robots.txt for AI Crawlers

2/10

5/10

Original Data & Expert Analysis

2/10

6/10

Semantic HTML5 & Accessibility

8/10

10/10

Content Freshness Signals

2/10

8/10

Sitemap Completeness

6/10

10/10

RSS/Atom Feed

0/10

7/10

Table & List Extractability

3/10

5/10

Content Licensing & AI Permissions

2/10

0/10

-2

Author & Expert Schema

2/10

9/10

Fact & Data Density

8/10

10/10

Content Publishing Velocity

2/10

3/10

Schema Coverage & Depth

4/10

10/10

Query-Answer Alignment

0/10

7/10

Content Cannibalization

5/10

10/10

Visible Date Signal

0/10

9/10

Topic Coherence

5/10

9/10

Content Depth

3/10

9/10

Helpful Purpose Alignment

9/10

6/10

-3

First-Hand Experience Signals

4/10

3/10

-1

Methodology Transparency

3/10

4/10

Evidence Packaging

6/10

7/10

Entity Disambiguation

0/10

6/10

Extraction Friction Score

3/10

5/10

Duplicate Content Blocks

0/10

5/10

Cross-Page Duplicate Content

5/10

3/10

-2

Entity Density

10/10

8/10

-2

Owned Data Density

0/10

6/10

Sentence Atomicity

8/10

6/10

-2

Eliminate Cross-Page Duplicate ContentBuild Comprehensive FAQ SectionAdd First-Hand Experience SignalsIncrease Content DepthFocus Content on Core TopicsAdd Entity Disambiguation

Improve Your Score

Guides for the criteria with the most room for improvement

Criteria0/10

Content Licensing Signals

You want AI engines to cite your content. But have you actually told them they're allowed to? Most sites haven't -and AI systems default to conservative behavior.

Beginner·3 min readRead guide →

supplementary0/10

Speakable Schema Markup

Voice assistants need to pick which paragraph to read aloud from your page. Without Speakable markup, they guess -and they frequently guess wrong, reading your cookie notice.

Beginner·3 min readRead guide →

Criteria1/10

Image Context for AI: Your Pictures Are Worth Zero Words Without Markup

AI can't see your images. It reads the markup around them. A product photo with alt="image1.jpg" tells AI nothing. A figure with a descriptive figcaption and 8-word alt text tells AI exactly what it's looking at - and that context feeds directly into citation decisions.

Beginner·3 min readRead guide →

Criteria2/10

FAQ Sections: 87 Questions Turned Our Score Into 88

Our site runs 87 FAQ items across 9 categories with FAQPage schema on every one. That's not excessive -it's how we hit 88/100. Each Q&A pair is a citation opportunity AI can extract in seconds.

Intermediate·8 min readRead guide →

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Verdict

How to Improve

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Top Opportunities10

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Fix It With AI41

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Score Breakdown

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