AI Visibility Scorecard
Mary Driving School
evdrivinglesson.com · Education
Borderline visible. AI bots can crawl Mary Driving School, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#363,379 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Mary Driving School
from our crawl and measurement
Driving Lessons in Hounslow, based in Hounslow, ENG, describes itself simply: "Mary Driving School is your trusted driving school in Hounslow and surrounding areas. Learn to drive with experienced instructors. Call us to book." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Mary Driving School is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Mary Driving School?
Experience Excellence At Mary Driving School! First Class ServiceWe offer quality instruction and guidance from experts. Serving Multiple AreasWe serve Hounslow and its surrounding areas for your convenience. Competitive PricesWe provide affordable services without compromising on quality.
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The exact fixes for Mary Driving School
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/evdrivinglesson
Cite this score: Engagemii (2026). "AEO Score for Mary Driving School." Retrieved from https://engagemii.com/aeo/brands/evdrivinglesson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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