AI Visibility Scorecard
Fred von Keller — Pattaya Real Estate
fredproperty.com · Real Estate
At 2.15/10, Fred von Keller — Pattaya Real Estate is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
<1
2.15
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Real Estate average 1. 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
Real Estate average 13
See what's behind this score →0
About Fred von Keller — Pattaya Real Estate
from our crawl and measurement
"A Pattaya real estate blog by Fred von Keller, honest guides and advice on buying, renting and living in Pattaya, plus the latest condos, houses and pool villas from Alan Bolton Property." That is how Fred von Keller — Pattaya Real Estate of Pattaya City, Chonburi introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.15 out of 10.
On the page itself the strengths are clear: a clear heading structure, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business.
Off the page, almost no other sites link to it, 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.
- Company ·
- Fred von Keller — Pattaya Real Estate
- Website ·
- fredproperty.com
- Industry ·
- Real Estate
- Location ·
- Pattaya City, Chonburi
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
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
Weak
No inbound links found yet.
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 2.15/10, Fred von Keller — Pattaya Real Estate is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fredproperty
Cite this score: Engagemii (2026). "AEO Score for Fred von Keller — Pattaya Real Estate." Retrieved from https://engagemii.com/aeo/brands/fredproperty
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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