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AI Visibility Scorecard
Transportation Engineering Solutions and Technologies
testsustainability.com · Professional Services
Somewhat visible. AI bots can read Transportation Engineering Solutions and Technologies, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#75,943 of 477,956 in Professional Services for AI visibility
5.5
/10
AEO Score
About Transportation Engineering Solutions and Technologies
from our crawl and measurement
Transportation Engineering Solutions and Technologies, based in Champaign, IL, describes itself simply: "We are a civil engineering firm developing specialized, practical tools for transportation sustainability. Contact now for inquiries." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.5/10, Transportation Engineering Solutions and Technologies has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Transportation Engineering Solutions and Technologies
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/testsustainability
Cite this score: Engagemii (2026). "AEO Score for Transportation Engineering Solutions and Technologies." Retrieved from https://engagemii.com/aeo/brands/testsustainability
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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