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AI Visibility Scorecard
THOMAD Engineering LLC
thomadengr.com · Professional Services
Somewhat visible. AI bots can read THOMAD Engineering LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 15 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#46,695 of 487,975 in Professional Services for AI visibility
5.8
/10
AEO Score
About THOMAD Engineering LLC
from our crawl and measurement
THOMAD Engineering LLC is a business whose own site puts it this way: "structural engineering design, analysis and consulting services for commercial, residential, hospitality, healthcare and educational for new and existing building projects." Its AI visibility score is 5.8 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), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
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 5.8/10, THOMAD Engineering LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for THOMAD Engineering LLC
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/thomadengr
Cite this score: Engagemii (2026). "AEO Score for THOMAD Engineering LLC." Retrieved from https://engagemii.com/aeo/brands/thomadengr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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