AI Visibility Scorecard
CDL Drills
cdldrills.com · Education
Borderline visible. AI bots can crawl CDL Drills, 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 1 times
Claude
#861,099 of 937,778 in Education for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Education average 14
Top 57% of Education
See what's behind this score →4
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →5
0
About CDL Drills
from our crawl and measurement
CDL Drills describes itself simply: "Free CDL permit practice tests for all 50 states and DC. 439+ FMCSA-aligned questions covering general knowledge, air brakes, HazMat, tank, doubles/triples, passenger, and school bus." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- CDL Drills
- Website ·
- cdldrills.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 3, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 read your site and name it in answers. At 3.5/10, CDL Drills is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Studying for hazardous materials?
The federal HazMat endorsement requires a TSA security threat assessment in addition to the 30-question knowledge test. Sharpen your placard recognition, segregation table knowledge, and emergency response training with our dedicated HazMat practice set. Open HazMat Practice
Is this your brand?
The exact fixes for CDL Drills
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdldrills
Cite this score: Engagemii (2026). "AEO Score for CDL Drills." Retrieved from https://engagemii.com/aeo/brands/cdldrills
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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