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AI Visibility Scorecard
Roelof Drenth
4361sonoma.com · Other
At 1.8/10, Roelof Drenth 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
ChatGPT
2
AEO Visibility
iNear-invisible · 1.8/10
30
Muse Index Score
iAI agent readiness
Transactable · 30/100
0
AI Adoption
iNone detected · 0/100
About Roelof Drenth
from our crawl and measurement
"Beautiful end-unit townhouse offering a generous 1,320 sq ft plus garage! Tucked into a small, lovely complex, this peaceful home shines with a cozy gas fireplace in the living room and." That is how 4361 Sonoma Highway of Santa Rosa, CA introduces itself. As far as answer engines are concerned it may as well not exist yet: 1.8 out of 10.
Our crawl found structured data on the page (Residence). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
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
4
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
5
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 1.8/10, Roelof Drenth is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Roelof Drenth
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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 September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/4361sonoma
Cite this score: Engagemii (2026). "AEO Score for Roelof Drenth." Retrieved from https://engagemii.com/aeo/brands/4361sonoma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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