AI Visibility Scorecard
alcdltraining.com · Education
At 2.6/10, Roehl Transport is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Apple Intelligence
19
AI Naming Predictability
iRarely named · 19/100
Education average 14
Top 20% of Education
See what's behind this score →2.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
Education average 13
See what's behind this score →8
from our crawl and measurement
"Read More Close alert Driving Jobs Free CDL Practice Tests Use our free CDL practice tests (General Knowledge, Combination Vehicle, Air Brakes) to check your preparation for the written CDL." That is how Roehl Transport of Marshfield, WI introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.6 out of 10.
Our crawl found structured data on the page (BreadcrumbList, FAQPage, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Strong
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
Fair
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.6/10, Roehl Transport is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
How do I get my CLP?
Use these links to locate the resources your state provides with regards to locations, fees for tests and licensing, study materials and CDL practice tests.
Is this your brand?
The exact fixes for Roehl Transport
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/alcdltraining
Cite this score: Engagemii (2026). "AEO Score for Roehl Transport." Retrieved from https://engagemii.com/aeo/brands/alcdltraining
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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