#640,446 OF 705,738 IN REAL ESTATE
SCORE HISTORY BEGINS 2026-07-15
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AI Visibility Scorecard
Brian Wurz
45colonial.com · Real Estate
At 1.6/10, Brian Wurz is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#640,446 of 705,738 in Real Estate for AI visibility
2
AEO Visibility
iNear-invisible · 1.6/10
30
Muse Index Score
iAI agent readiness
Transactable · 30/100
?
AI Adoption
iNone detected · -/100
About Brian Wurz
from our crawl and measurement
45 Colonial Park Drive is a Santa Rosa, CA business whose own site puts it this way: "FULLY updated & remodeled home in the desirable adult community of Colonial Mobile Home Park in NE Santa Rosa." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 out of 10.
On the page itself the strengths are clear: a clearly stated business identity. What holds it back is structured data describing the business, the technical files AI engines look for, such as llms.txt or an open robots.txt, a heading structure that lays out what it offers, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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
0
Little domain authority yet.
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 1.6/10, Brian Wurz is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Brian Wurz
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/45colonial
Cite this score: Engagemii (2026). "AEO Score for Brian Wurz." Retrieved from https://engagemii.com/aeo/brands/45colonial
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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