#105,797 OF 519,879 IN PROFESSIONAL SERVICES
SCORE HISTORY BEGINS 2026-08-03
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AI Visibility Scorecard
CMA Architects & Engineers LLC
· Professional Services
Somewhat visible. AI bots can read CMA Architects & Engineers LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#105,797 of 519,879 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About CMA Architects & Engineers LLC
from our crawl and measurement
cmapr.com, based in Guaynabo, PR, describes itself simply: "We are a full in-house A/E firm that has demonstrated consistently the ability to orderly lead a team from pre-design through occupancy in challenging, technically complex high exposure." Its AI visibility score is 5.1 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 (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
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 5.3/10, CMA Architects & Engineers 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 CMA Architects & Engineers LLC
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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 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmapr
Cite this score: Engagemii (2026). "AEO Score for CMA Architects & Engineers LLC." Retrieved from https://engagemii.com/aeo/brands/cmapr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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