AI Visibility Scorecard
COLLIER BUILDERS GROUP
cbgnaples.com · Home & Living
Borderline visible. AI bots can crawl COLLIER BUILDERS GROUP, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 4 times
Claude · Meta AI · ShapBot
#833,206 of 1,378,456 in Home & Living for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Home & Living average 5
Top 71% of Home & Living
See what's behind this score →4
-
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 →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Home & Living average 21
See what's behind this score →0
About COLLIER BUILDERS GROUP
from our crawl and measurement
COLLIER BUILDERS GROUP, based in Naples, FL, describes itself simply: "Let us turn your kitchen into the heart of your home.Bathroom Remodels, Modern and Functional Bathrooms Transform your bathroom into a relaxing retreat with smart layouts, elegant." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- COLLIER BUILDERS GROUP
- Website ·
- cbgnaples.com
- Industry ·
- Home & Living
- Location ·
- Naples, FL
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 3, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 read your site and name it in answers. At 3.8/10, COLLIER BUILDERS GROUP is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for COLLIER BUILDERS GROUP
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cbgnaples
Cite this score: Engagemii (2026). "AEO Score for COLLIER BUILDERS GROUP." Retrieved from https://engagemii.com/aeo/brands/cbgnaples
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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