AI Visibility Scorecard
driving-tests.org · Technology
Well-positioned for AI search. The breakdown below shows where Driving-Tests.org is still leaving points on the table.
AI engines read this profile 19 times
ChatGPT · Claude · Meta AI · Perplexity
#13 of 2,704,542 in Technology for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
Technology average 28
Top 1% of Technology
See what's behind this score →8
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →65
Muse Index Score
iAI agent readiness
Transactable · 65/100
Technology average 17
See what's behind this score →8
from our crawl and measurement
"Free DMV practice tests and driver education resources for all 50 US states. Trusted by millions of learner's permit and CDL applicants since 2010." That is how Driving-Tests.org of Hamilton, ON introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.7 out of 10.
Our crawl found structured data on the page (Organization, ImageObject, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
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
Good
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.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 7.7/10, Driving-Tests.org has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Driving-Tests.org
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/driving-tests-org
Cite this score: Engagemii (2026). "AEO Score for Driving-Tests.org." Retrieved from https://engagemii.com/aeo/brands/driving-tests-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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