▼ 0.9 since Jun 2026
#395,058 OF 1,371,496 IN HOME & LIVING
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AI Visibility Scorecard
Calculated Legacy Consulting Engineers
cl-ce.com · Home & Living
Somewhat visible. AI bots can read Calculated Legacy Consulting Engineers, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · Apple Intelligence
#395,058 of 1,371,496 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Calculated Legacy Consulting Engineers
from our crawl and measurement
Calculated Legacy Consulting Engineers, based in San Antonio, TX, describes itself simply: "At Calculated Legacy Consulting Engineers, we combine years of experience with a forward-thinking approach to deliver mechanical, electrical, and plumbing-based engineering solutions that." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, Calculated Legacy Consulting Engineers has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Calculated Legacy Consulting Engineers
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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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cl-ce
Cite this score: Engagemii (2026). "AEO Score for Calculated Legacy Consulting Engineers." Retrieved from https://engagemii.com/aeo/brands/cl-ce
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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