AI Visibility Scorecard
CMB Construction
cmbquality.com · Home & Living
At 2.64/10, CMB Construction is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Authority, News & Press and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · Perplexity
Top 25% in Home & Living for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Home & Living average 5
Top 28% of Home & Living
See what's behind this score →2.64
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Home & Living average 21
See what's behind this score →0
About CMB Construction
from our crawl and measurement
"Welcome to CMB Construction, your trusted partner for building exceptional custom homes in Traverse City, Michigan." That is how CMB Construction of Traverse City, MI introduces itself. When AI engines look at it, they find little to work with. It scores 2.64 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 9 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- CMB Construction
- Website ·
- cmbquality.com
- Industry ·
- Home & Living
- Location ·
- Traverse City, MI
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.64/10, CMB Construction is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is the CMB custom experience?
Welcome to CMB Construction, Traverse City's premier custom home builder for over two decades. Our passion lies in building exquisite homes that reflect your unique vision. We prioritize exceptional craftsmanship, attention to detail, and personalized service to make building a custom home seamless and enjoyable.What sets us apart is our unwavering commitment to quality.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmbquality
Cite this score: Engagemii (2026). "AEO Score for CMB Construction." Retrieved from https://engagemii.com/aeo/brands/cmbquality
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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