totalchauffeurs.co.uk - AEO Audit Report | 52/100

totalchauffeurs.co.uk

Moderate AI visibility with 31 of 53 criteria passing. Biggest gap: llms.txt file.

Scoring Methodology

How Your AEO Site Rank Is Calculated

A weighted average of 53 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%3/10+4.5

FAQ Sections10%0/10+0.0

Original Data10%3/10+3.0

Content Freshness7%7/10+4.9

Direct Answer Paragraphs7%2/10+1.4

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%+28.0

Structure5 criteria

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

Clean, Crawlable HTML10%8/10+8.0

Semantic HTML55%5/10+2.5

Table & List Extractability7%3/10+2.1

Schema Coverage3%9/10+2.7

Subtotal40%+28.8

Discovery5 criteria

llms.txt10%0/10+0.0

robots.txt for AI5%6/10+3.0

Internal Linking10%6/10+6.0

Sitemap Completeness5%9/10+4.5

RSS/Atom Feed3%6/10+1.8

Subtotal33%+15.3

Trust Signals6 criteria

Entity Authority10%6/10+6.0

Content Licensing4%0/10+0.0

Author & Expert Schema4%2/10+0.8

Canonical URL4%10/10+4.0

Content Velocity3%3/10+0.9

Visible Date Signals4%3/10+1.2

Subtotal29%+12.9

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 53 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 →

↑2 since v1

Citation Avg

Answer Readiness

~40% weight

6/10

Content Structure

~25% weight

4/10

Trust & Authority

~15% weight

4/10

Technical Foundation

~10% weight

6/10

AI Discovery

~10% weight

6/10

Verdict

Below-average AEO readiness at 52/100 - multiple areas need attention. Key strengths include Canonical URL Strategy, Content Cannibalization, and Duplicate Content Blocks. Priority gaps: llms.txt File, Comprehensive FAQ Section, and Content Licensing & AI Permissions.

Top priorities

llms.txt FileDiscovery+10 pts

Comprehensive FAQ SectionStructure+10 pts

Content Licensing & AI PermissionsDiscovery+10 pts

#7601of 26585

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View improvement plan

How to Improve

Current

52/100

Projected

80/100

44Total Fixes

12Quick Wins

~89hEst. Effort

Quick Wins

Create /llms.txt fileImplement semantic HTML5 elementsAdd definition-style contentAdd ai.txt and content licensingImprove query-answer alignmentAdd visible date signalsIncrease content depth and structureClarify entity boundariesAdd image context for AI enginesImprove server response efficiencyReduce render-blocking resourcesAdd an AI-assistance disclosure

Fix

Impact

Effort

Restore indexability & snippet eligibility

robots.txt blocks Google-Extended - content is excluded from Google AI training and grounding

medium

low

Restore indexability & snippet eligibility

medium|low

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

Configure robots.txt for AI crawlers

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

medium

trivial

Configure robots.txt for AI crawlers

medium|trivial

Add internationalization signals

Implement hreflang tags and lang attributes so AI engines serve the correct language version when answering queries.

critical

medium

Add internationalization signals

critical|medium

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

Stabilize page layout

25/73 images lack explicit width/height

medium

low

Stabilize page layout

medium|low

Fix HTML structure and meta tags

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

low

Fix HTML structure and meta tags

low|low

Improve server response efficiency

Optimize compression, cache headers, redirect chains, and HTML payload size for faster AI crawler access.

high

low

Improve server response efficiency

high|low

Reduce document weight

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

medium

low

Reduce document weight

medium|low

Create complete sitemap.xml

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

low

Create complete sitemap.xml

low|low

Top Opportunities10

View all

Publish original research, statistics, case studies, or proprietary data that AI engines can cite. Unique data points make your content a primary source rather than a derivative one.

Expand articles to 1000+ words with structured H2/H3 sections, comparison tables, and expert analysis. Thin content (under 300 words) is rarely cited by AI engines. Deep, well-structured articles demonstrate expertise.

Write concise, standalone answer paragraphs (2-3 sentences) immediately after question headings. These "snippet-ready" paragraphs are ideal for AI engine citations.

Use HTML tables for comparison data and ordered/unordered lists for features, steps, and specifications. Structured data formats are directly extractable by AI engines for answers.

Create a dedicated FAQ page with FAQPage schema markup. Cover common questions about your products, services, and industry to become a direct answer source for AI engines.

Write 20-25 word self-contained answer sentences immediately after each H2 heading. 72.4% of AI-cited posts use this pattern - it gives engines a ready-made snippet to quote.

Add question-based headings (H2/H3) throughout your content. Use "What is...", "How does...", "Why should..." patterns that match how users query AI assistants.

Include "our analysis", "our data", "our testing" phrases backed by original research or proprietary data. 52.2% of AI-cited posts contain owned data signals.

Ensure every question-format heading (H2/H3) is followed by a direct answer paragraph. This pattern is ideal for AI engine snippet extraction.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

Fix It With AI48

Criterion

Score

Potential

Score Breakdown

Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

totalchauffeurs.co.uk/eventsEvents – Chauffeur Driven Car Service | Luxurious, Safe And Punctual Journeys

F36

content

512

totalchauffeurs.co.uk/eventsF36

Events – Chauffeur Driven Car Service | Luxurious, Safe And Punctual Journeys

Changes since v1Last audited today

→

View full comparison →

Criterion

Delta

Q&A Content Format

0/10

3/10

Topic Coherence

10/10

9/10

-1

Content Depth

4/10

5/10

Creator Transparency

2/10

3/10

Citation-Ready Writing Quality

6/10

7/10

Evidence Packaging

3/10

4/10

Extraction Friction Score

7/10

6/10

-1

Image Context for AI

4/10

3/10

-1

Sentence Atomicity

2/10

6/10

Verdict

How to Improve

Top Opportunities10

Add Original Data & Case Studies

Increase Content Depth

Add Direct Answer Paragraphs

Add Structured Tables & Lists

Build Comprehensive FAQ Section

Add Answer Capsule Patterns

Restructure Content as Q&A

Add Owned Data Signals

Improve Question-Answer Alignment

Package Evidence for AI

Fix It With AI48

Score Breakdown

Site Pages