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.

Is AEO only relevant for large businesses?

Not at all. Small businesses, local providers, niche e-commerce stores, solo consultants - they all benefit from AI visibility. We've seen smaller sites with well-structured content outperform larger competitors who haven't optimized for AI engines. Size matters less than structure.

Can AEO help with voice search and smart assistants?

Yes. Siri, Alexa, and Google Assistant increasingly pull AI-generated answers from web content. The same structured data, Q&A formatting, and entity authority that drive AEO also make your content the go-to source for voice search answers.

What is the difference between AI visibility and AI readiness?

Readiness is your technical foundation - whether your site has the right schema, llms.txt, clean HTML, and entity signals in place. Visibility is real-world performance - whether AI engines actually cite you when users ask relevant questions. You need readiness first, then visibility follows. Our audit measures readiness; our visibility analysis measures actual citation rates.

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.

ozsepa.com - AEO Audit Report | 41/100

ozsepa.com

Weak AI visibility with 15 of 48 criteria passing. Biggest gap: schema.org structured data.

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%0/10+0.0

FAQ Sections10%4/10+4.0

Original Data10%1/10+1.0

Content Freshness7%2/10+1.4

Direct Answer Paragraphs7%4/10+2.8

Fact & Data Density5%8/10+4.0

Definition Patterns4%5/10+2.0

Query-Answer Alignment8%0/10+0.0

Content Cannibalization5%9/10+4.5

Subtotal71%+19.7

Structure5 criteria

Schema.org JSON-LD15%0/10+0.0

Clean, Crawlable HTML10%4/10+4.0

Semantic HTML55%6/10+3.0

Table & List Extractability7%4/10+2.8

Schema Coverage3%0/10+0.0

Subtotal40%+9.8

Discovery5 criteria

llms.txt10%4/10+4.0

robots.txt for AI5%5/10+2.5

Internal Linking10%4/10+4.0

Sitemap Completeness5%8/10+4.0

RSS/Atom Feed3%0/10+0.0

Subtotal33%+14.5

Trust Signals6 criteria

Entity Authority10%4/10+4.0

Content Licensing4%2/10+0.8

Author & Expert Schema4%2/10+0.8

Canonical URL4%10/10+4.0

Content Velocity3%2/10+0.6

Visible Date Signals4%0/10+0.0

Subtotal29%+10.2

Overall Score100%41/100

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 →

↓5 since v5

Citation Avg

Answer Readiness

~40% weight

6/10

Content Structure

~25% weight

4/10

Trust & Authority

~15% weight

2/10

Technical Foundation

~10% weight

3/10

AI Discovery

~10% weight

5/10

Verdict

Critical AEO gaps at 41/100 - ozsepa.com is largely invisible to AI engines. Key strengths include Canonical URL Strategy, Topic Coherence, and Cross-Page Duplicate Content. Priority gaps: Schema.org Structured Data, Q&A Content Format, and RSS/Atom Feed.

Top priorities

Schema.org Structured DataTrust+10 pts

Q&A Content FormatStructure+10 pts

RSS/Atom FeedDiscovery+10 pts

#9277of 13300

View full rankings →

How to Improve

Current

41/100

Projected

76/100

40Total Fixes

14Quick Wins

~91hEst. Effort

Quick Wins

Create /llms.txt fileFix HTML structure and meta tagsStrengthen entity authority (NAP)Configure robots.txt for AI crawlersBuild FAQ sections with schemaAdd structured tables and listsAdd definition-style contentAdd direct answer paragraphsAdd ai.txt and content licensingAdd visible date signalsMake pages solve the user task fasterAdd answer-first content placementPackage evidence for AI enginesReduce render-blocking resources

Fix

Impact

Effort

Fix HTML structure and meta tags

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

high

low

Fix HTML structure and meta tags

high|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

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.

high

trivial

Create /llms.txt file

high|trivial

Reduce render-blocking resources

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

high

low

Reduce render-blocking resources

high|low

Configure robots.txt for AI crawlers

Update robots.txt to explicitly allow AI crawlers and include sitemap directive.

high

trivial

Configure robots.txt for AI crawlers

high|trivial

Unlock Full Improvement Plan

Top Opportunities10

Unlock Opportunities

Fix It With AI44

Unlock AI Fix Prompts

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

Score Breakdown

Criteria

Status

Potential

Score

Schema.org Structured Data

critical+10 pts0/10

Q&A Content Format

critical+10 pts0/10

RSS/Atom Feed

critical+10 pts0/10

Schema Coverage & Depth

critical+10 pts0/10

Speakable Schema

critical+10 pts0/10

Query-Answer Alignment

critical+10 pts0/10

Visible Date Signal

critical+10 pts0/10

Entity Disambiguation

critical+10 pts0/10

Image Context for AI

critical+10 pts0/10

Owned Data Density

critical+10 pts0/10

Unlock Full Audit Report

See all 48 criteria with detailed findings and actionable fix recommendations.

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Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

www.ozsepa.com/ApplicationOZ-SEPA, Oil-Zero Separator

F28

content

2,873

www.ozsepa.com/ApplicationF28

OZ-SEPA, Oil-Zero Separator

www.ozsepa.com/homeOZ-SEPA, Oil-Zero Separator

F31

content

2,423

www.ozsepa.com/homeF31

OZ-SEPA, Oil-Zero Separator

www.ozsepa.com/NanoMembraneOZ-SEPA, Oil-Zero Separator

F29

content

1,025

www.ozsepa.com/NanoMembraneF29

OZ-SEPA, Oil-Zero Separator

www.ozsepa.com/OilScooperOZ-SEPA, Oil-Zero Separator

F30

content

1,003

www.ozsepa.com/OilScooperF30

OZ-SEPA, Oil-Zero Separator

www.ozsepa.com/OilSkimmer_WindmilTypeOZ-SEPA, Oil-Zero Separator

F28

content

983

www.ozsepa.com/OilSkimmer_WindmilTypeF28

OZ-SEPA, Oil-Zero Separator

Unlock Full Page Analysis

Changes since v5Last audited 9 days ago

→

-5

View full comparison →

Improve Your Score

Guides for the criteria with the most room for improvement

Criteria0/10

Schema.org JSON-LD: The Scoreboard AI Actually Reads

Tidio runs 4 JSON-LD schema types. Crisp runs zero. That's not a coincidence -it's the difference between a 63 and a 34. Structured data is the machine-readable layer AI trusts most.

Intermediate·8 min readRead guide →

Criteria0/10

Q&A Content Format: Write Like AI Reads

AI assistants are question-answering machines. When your content is already shaped as questions and answers, you're handing AI a pre-formatted citation. Sites that do this right get extracted -sites that don't get skipped.

Beginner·8 min readRead guide →

Criteria0/10

RSS Feed Presence & Quality

Sitemaps tell crawlers what exists. RSS feeds tell them what changed. If you don't have one, your new content waits days -or weeks -to be discovered.

Beginner·3 min readRead guide →

Criteria0/10

Schema Coverage Ratio

Your homepage has perfect JSON-LD. Your other 200 pages? Zero. Here's how we measure the gap -and why AI engines judge your whole domain by it.

Advanced·8 min readRead guide →