AI Visibility Scorecard
How-2-Drive
how-2-drive.com · Education
Borderline visible. AI bots can crawl How-2-Drive, 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 9 times
Meta AI · Claude · ShapBot
#111,985 of 937,782 in Education for AI visibility
27
4
AEO Visibility
iBorderline · 4.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About How-2-Drive
from our crawl and measurement
How-2-Drive, based in Norwich, Norfolk, describes itself simply: "Looking for driving lessons in Norfolk or Suffolk? Pass sooner with our local driving school. Grab your half price beginners' lesson today!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Strong
Inbound links from other sites.
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 4.2/10, How-2-Drive is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What do pupils say about our school of motoring?
How-2-Drive5.0Based on 2260 reviewsWas learning with Mike Knap, passed first time after just 20 hours of lessons.
Waiting for a sign?
I’ve just passed my driving test with How-2-Drive on my first attempt – soooo pleased!Howard, my instructor was amazing and explained things in a way I could easily understand.Nothing was too much trouble and I really enjoyed my lessons – thank you so much.
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The exact fixes for How-2-Drive
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for How-2-Drive.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/how-2-drive
Cite this score: Engagemii (2026). "AEO Score for How-2-Drive." Retrieved from https://engagemii.com/aeo/brands/how-2-drive
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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