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AI Visibility Scorecard
TRANSPORT NOTES » On multimodal transportation, now from Montreal
transportnotes.com · Technology
Borderline visible. AI bots can crawl TRANSPORT NOTES » On multimodal transportation, now from Montreal, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,054,038 of 2,636,927 in Technology for AI visibility
3.6
/10
AEO Score
About TRANSPORT NOTES » On multimodal transportation, now from Montreal
from our crawl and measurement
"Regardless, deep deposits of Leda clay should be avoided in HSR construction where possible, in particular between Ottawa and Hawkesbury, where alignments north of the Ottawa River may be." That is how TRANSPORT NOTES » On multimodal transportation, now from Montreal introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.6/10, TRANSPORT NOTES » On multimodal transportation, now from Montreal is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for TRANSPORT NOTES » On multimodal transportation, now from Montreal
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/transportnotes
Cite this score: Engagemii (2026). "AEO Score for TRANSPORT NOTES » On multimodal transportation, now from Montreal." Retrieved from https://engagemii.com/aeo/brands/transportnotes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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