What is AEO (AI Engine Optimization)?

AEO is the practice of structuring your website so AI answer engines - ChatGPT, Perplexity, Google AI Overviews, Claude - can find, understand, and cite it. SEO gets you ranked in search results. AEO gets you into AI-generated answers. Different game, different rules.

What does the free AEO audit include?

The free audit analyzes your website across 48 criteria that determine AI visibility, including llms.txt, Schema.org structured data, Q&A content format, clean crawlable HTML, entity authority, robots.txt AI policy, FAQ sections, original data, content freshness, fact density, canonical URLs, and more. You get a score out of 100 with specific findings and actionable recommendations.

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 happens if my site scores below 20?

A score below 20 means most fundamental AEO infrastructure is missing - no llms.txt, no relevant schema, likely blocking AI crawlers, no FAQ content. The good news is the fastest gains come from this starting point. Adding llms.txt, basic Organization schema, and unblocking AI crawlers in robots.txt can double your score in a single day.

What is llms.txt and do I need one?

llms.txt is a plain-text file at your domain root — like robots.txt — that gives AI assistants a structured summary of your website. What your business does, key content areas, how to navigate your site. It helps AI systems understand your business without crawling every page. If you want AI visibility, you need one.

ata.edu - AEO Audit Report | 52/100

ata.edu

Moderate AI visibility with 25 of 48 criteria passing. Biggest gap: llms.txt file.

Healthcare & Patient Advocacy Medical Practice

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.

Weak 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%5/10+7.5

FAQ Sections10%0/10+0.0

Original Data10%10/10+10.0

Content Freshness7%7/10+4.9

Direct Answer Paragraphs7%4/10+2.8

Fact & Data Density5%10/10+5.0

Definition Patterns4%7/10+2.8

Query-Answer Alignment8%7/10+5.6

Content Cannibalization5%10/10+5.0

Subtotal71%+43.6

Structure5 criteria

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

Clean, Crawlable HTML10%9/10+9.0

Semantic HTML55%4/10+2.0

Table & List Extractability7%3/10+2.1

Schema Coverage3%9/10+2.7

Subtotal40%+29.3

Discovery5 criteria

llms.txt10%0/10+0.0

robots.txt for AI5%5/10+2.5

Internal Linking10%10/10+10.0

Sitemap Completeness5%0/10+0.0

RSS/Atom Feed3%10/10+3.0

Subtotal33%+15.5

Trust Signals6 criteria

Entity Authority10%6/10+6.0

Content Licensing4%2/10+0.8

Author & Expert Schema4%2/10+0.8

Canonical URL4%10/10+4.0

Content Velocity3%0/10+0.0

Visible Date Signals4%9/10+3.6

Subtotal29%+15.2

Overall Score100%52/100

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 →

↓1 since v21

Citation Avg

Answer Readiness

~40% weight

7/10

Content Structure

~25% weight

5/10

Trust & Authority

~15% weight

5/10

Technical Foundation

~10% weight

6/10

AI Discovery

~10% weight

4/10

Verdict

Below-average AEO readiness at 52/100 - multiple areas need attention. Key strengths include Original Data & Expert Analysis, Internal Linking Structure, and RSS/Atom Feed. Priority gaps: llms.txt File, Comprehensive FAQ Section, and Sitemap Completeness.

Top priorities

llms.txt FileDiscovery+10 pts

Comprehensive FAQ SectionStructure+10 pts

Sitemap CompletenessDiscovery+10 pts

#2790of 13300

#313of 1359 in Healthcare & Patient Advocacy

Ahead of you

chrichmond.org53

presmanor.org53

View full rankings →

How to Improve

Current

52/100

Projected

81/100

39Total Fixes

11Quick Wins

~71hEst. Effort

Quick Wins

Create /llms.txt fileAdd question-based headingsConfigure robots.txt for AI crawlersImplement semantic HTML5 elementsAdd ai.txt and content licensingIncrease content depth and structureMake pages solve the user task fasterClarify entity boundariesReduce extraction frictionImprove server response efficiencyReduce document weight

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

Create complete sitemap.xml

Generate a comprehensive sitemap with lastmod dates for all important pages.

critical

medium

Create complete sitemap.xml

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

Reduce document weight

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

high

low

Reduce document weight

high|low

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Top Opportunities10

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Score Breakdown

Criteria

Status

Potential

Score

llms.txt File

critical+10 pts0/10

Comprehensive FAQ Section

critical+10 pts0/10

Sitemap Completeness

critical+10 pts0/10

Content Publishing Velocity

critical+10 pts0/10

Speakable Schema

critical+10 pts0/10

Owned Data Density

critical+10 pts0/10

Image Context for AI

critical+9 pts1/10

Content Licensing & AI Permissions

critical+8 pts2/10

Author & Expert Schema

critical+8 pts2/10

First-Hand Experience Signals

critical+8 pts2/10

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Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

www.ata.edu/program-directorsProgram Directors & Program Chairs - ATA College

F29

content

1,446

www.ata.edu/program-directorsF29

Program Directors & Program Chairs - ATA College

www.ata.edu/blogBlog - ATA College | Start Your Medical Career Today!

F37

content

905

www.ata.edu/blogF37

Blog - ATA College | Start Your Medical Career Today!

www.ata.edu/student-servicesStudent Services - ATA College | YOUR Medical College

F30

content

841

www.ata.edu/student-servicesF30

Student Services - ATA College | YOUR Medical College

www.ata.edu/the-ata-advantageATA Advantage - ATA College | Campuses in KY, FL, OH, & OK

F37

content

809

www.ata.edu/the-ata-advantageF37

ATA Advantage - ATA College | Campuses in KY, FL, OH, & OK

www.ata.edu/the-ata-advantageATA Advantage - ATA College | Campuses in KY, FL, OH, & OK

F37

content

809

www.ata.edu/the-ata-advantageF37

ATA Advantage - ATA College | Campuses in KY, FL, OH, & OK

www.ata.edu/accreditationAccreditation | ATA College | Training Healthcare Professionals

F31

content

755

www.ata.edu/accreditationF31

Accreditation | ATA College | Training Healthcare Professionals

www.ata.edu/programs/echocardiography-technologyEchocardiography Technology - ATA College

F23

content

750

www.ata.edu/programs/echocardiography-technologyF23

Echocardiography Technology - ATA College

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Changes since v21Last audited 5 days ago

→

-1

View full comparison →

Criterion

v21

v22

Delta

Direct Answer Paragraphs

7/10

4/10

-3

Content Depth

5/10

6/10

Citation-Ready Writing Quality

2/10

4/10

Entity Disambiguation

4/10

3/10

-1

Extraction Friction Score

4/10

5/10

Duplicate Content Blocks

9/10

7/10

-2

Cross-Page Duplicate Content

10/10

7/10

-3

Sentence Atomicity

2/10

4/10

Add Direct Answer ParagraphsImprove Sentence Atomicity

Improve Your Score

Guides for the criteria with the most room for improvement

Criteria0/10

llms.txt -The File That Separates 63 from 34

Tidio has a 251-line llms.txt. Crisp has zero. The score gap: +29 points. This single file tells AI assistants exactly what your site does -and without it, they're guessing.

Beginner·8 min readRead guide →

Criteria0/10

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 →

Criteria0/10

Sitemap Completeness

Your sitemap says 500 pages exist. Our crawl finds 700. Those 200 missing URLs? AI crawlers will never know they exist.

Beginner·5 min readRead guide →

Criteria0/10

Content Publishing Velocity

You published a great blog post in January. It's now February and nothing else has appeared. AI engines notice -and they're crawling less often because of it.

Advanced·5 min readRead guide →

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Verdict

How to Improve

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Top Opportunities10

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Fix It With AI40

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Score Breakdown

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Site Pages

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