AI Visibility Scorecard
Coldwell Banker 1st Choice
cb1stchoice.com · Real Estate
Borderline visible. AI bots can crawl Coldwell Banker 1st Choice, 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 6 times
Meta AI · Claude · Apple Intelligence · Amazon Alexa
#92,792 of 721,846 in Real Estate for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Coldwell Banker 1st Choice
from our crawl and measurement
"Andalusia AL Homes for Sale and Real Estate. Debra Donaldson specializes in Homes and Listings, representing both Home Buyers and Home Sellers." That is how Coldwell Banker 1st Choice of Andalusia, AL introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (RealEstateAgent) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 4/10, Coldwell Banker 1st Choice is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Coldwell Banker 1st Choice
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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 September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cb1stchoice
Cite this score: Engagemii (2026). "AEO Score for Coldwell Banker 1st Choice." Retrieved from https://engagemii.com/aeo/brands/cb1stchoice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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