AI Visibility Scorecard
Ammon Lim · HDB Specialist
ammonlim.com · Real Estate
Borderline visible. AI bots can crawl Ammon Lim · HDB Specialist, 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 5 times
Claude · Meta AI
#380,540 of 721,786 in Real Estate for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Ammon Lim · HDB Specialist
from our crawl and measurement
"Singapore's dedicated HDB specialist. $30M+ transacted across all 26 towns. Helps families buy, sell, and upgrade HDB flats with honest advice and local expertise." That is how Ammon Lim · HDB Specialist of Singapore introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (RealEstateAgent, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.6/10, Ammon Lim · HDB Specialist is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Ammon Lim · HDB Specialist
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ammonlim
Cite this score: Engagemii (2026). "AEO Score for Ammon Lim · HDB Specialist." Retrieved from https://engagemii.com/aeo/brands/ammonlim
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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