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.

bankmainstreet.com - AEO Audit Report | 47/100

bankmainstreet.com

Weak AI visibility with 26 of 48 criteria passing. Biggest gap: llms.txt file.

Finance & Payments Banking

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%7/10+10.5

FAQ Sections10%0/10+0.0

Original Data10%4/10+4.0

Content Freshness7%7/10+4.9

Direct Answer Paragraphs7%7/10+4.9

Fact & Data Density5%8/10+4.0

Definition Patterns4%5/10+2.0

Query-Answer Alignment8%4/10+3.2

Content Cannibalization5%10/10+5.0

Subtotal71%+38.5

Structure5 criteria

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

Clean, Crawlable HTML10%7/10+7.0

Semantic HTML55%6/10+3.0

Table & List Extractability7%4/10+2.8

Schema Coverage3%9/10+2.7

Subtotal40%+29.0

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%8/10+8.0

Content Licensing4%4/10+1.6

Author & Expert Schema4%5/10+2.0

Canonical URL4%10/10+4.0

Content Velocity3%0/10+0.0

Visible Date Signals4%3/10+1.2

Subtotal29%+16.8

Overall Score100%47/100

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 v19

Citation Avg

Coherence gate active - score capped at 60

Answer Readiness

~40% weight

5/10

Content Structure

~25% weight

6/10

Trust & Authority

~15% weight

6/10

Technical Foundation

~10% weight

5/10

AI Discovery

~10% weight

5/10

Verdict

Below-average AEO readiness at 47/100 - multiple areas need attention. Key strengths include Internal Linking Structure, RSS/Atom Feed, and Canonical URL Strategy. Priority gaps: llms.txt File, Comprehensive FAQ Section, and Sitemap Completeness. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

Top priorities

llms.txt FileDiscovery+10 pts

Comprehensive FAQ SectionStructure+10 pts

Sitemap CompletenessDiscovery+10 pts

#5831of 13300

#636of 1389 in Finance & Payments

Ahead of you

ngi.ae47

firstcm.net47

View full rankings →

How to Improve

Current

47/100

Projected

79/100

41Total Fixes

13Quick Wins

~71hEst. Effort

Quick Wins

Create /llms.txt fileConfigure robots.txt for AI crawlersAdd structured tables and listsAdd definition-style contentAdd ai.txt and content licensingImprove query-answer alignmentFocus blog content on core expertiseImprove citation-ready writing qualityPackage evidence for AI enginesClarify entity boundariesReduce extraction frictionFix duplicate content blocksEliminate 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

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

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

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Top Opportunities10

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Fix It With AI43

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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

First-Hand Experience Signals

critical+8 pts2/10

Creator Transparency

critical+8 pts2/10

Methodology Transparency

critical+8 pts2/10

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Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

www.bankmainstreet.com/fraud-preventionFraud Prevention - Main Street Bank

F33

content

2,382

www.bankmainstreet.com/fraud-preventionF33

Fraud Prevention - Main Street Bank

www.bankmainstreet.com/positive-payPositive Pay: Check and Automated Clearing House (ACH) Protection Services for Businesses - Main Street Bank

F34

content

1,753

www.bankmainstreet.com/positive-payF34

Positive Pay: Check and Automated Clearing House (ACH) Protection Services for Businesses - Main Street Bank

www.bankmainstreet.com/wire-transfersWire Transfers - Main Street Bank

F27

content

1,207

www.bankmainstreet.com/wire-transfersF27

Wire Transfers - Main Street Bank

www.bankmainstreet.com/how-to-pay-your-main-street-bank-loanHow to Pay Your Main Street Bank Consumer Loan - Main Street Bank

F30

content

1,152

www.bankmainstreet.com/how-to-pay-your-main-street-bank-loanF30

How to Pay Your Main Street Bank Consumer Loan - Main Street Bank

www.bankmainstreet.com/about-us/community-supportCommunity Support at Main Street Bank

F34

content

1,316

www.bankmainstreet.com/about-us/community-supportF34

Community Support at Main Street Bank

www.bankmainstreet.com/about-us/meet-our-lendersThe Lenders at Main Street Bank

F30

content

1,289

www.bankmainstreet.com/about-us/meet-our-lendersF30

The Lenders at Main Street Bank

www.bankmainstreet.com/wire-transfersWire Transfers - Main Street Bank

F27

content

1,207

www.bankmainstreet.com/wire-transfersF27

Wire Transfers - Main Street Bank

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Changes since v19Last audited 5 days ago

→

-1

View full comparison →

Criterion

v19

v20

Delta

Q&A Content Format

6/10

7/10

Original Data & Expert Analysis

6/10

4/10

-2

Semantic HTML5 & Accessibility

5/10

6/10

Direct Answer Paragraphs

4/10

7/10

Author & Expert Schema

7/10

5/10

-2

Fact & Data Density

10/10

8/10

-2

Visible Date Signal

9/10

3/10

-6

First-Hand Experience Signals

3/10

2/10

-1

Creator Transparency

3/10

2/10

-1

Evidence Packaging

3/10

4/10

Extraction Friction Score

5/10

4/10

-1

Add Answer-First PlacementAdd Direct Answer Paragraphs

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 AI43

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Score Breakdown

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Site Pages

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