PUBLIC TECHNICAL OBSERVATIONS · Q4 2026
Singapore Dental AI Visibility Benchmark
Category: Healthcare & Dental Clinics
Methodology & Measurement Standards
This benchmark measures deterministic, publicly verifiable technical parameters across 15 Singapore dental clinic domains. We evaluate machine readability standards—specifically JSON-LD Schema graphs, llms.txt availability, robots.txt AI bot access rules, canonical URL headers, WebMCP manifests, and indexability. No subjective scores or ratings are assigned; data represents open technical observations.
Technical Parameters Index
100% deterministic checks. No subjective ratings.
| Clinic Domain | JSON-LD Schema | llms.txt Map | AI Bot Access | Canonical URL | Technical Observation |
|---|---|---|---|---|---|
Q&M Dental Group qandmdental.com.sg | Verified | Unconfigured | Allowed | Valid | JSON-LD schema present; missing llms.txt map and WebMCP endpoint. |
Advanced Dental advanceddental.com.sg | Verified | Unconfigured | Allowed | Valid | Standard LocalBusiness schema detected; llms.txt not deployed. |
NTUC Health Denticare ntuchealth.sg | Missing | Unconfigured | Allowed | Valid | Open indexability; missing structured JSON-LD schema graph. |
Specialist Dental Group specialistdentalgroup.com | Verified | Unconfigured | Allowed | Valid | MedicalBusiness schema verified; missing agent-facing endpoint manifest. |
Azure Dental azuredental.sg | Verified | Unconfigured | Allowed | Valid | Basic schema markup verified; missing llms.txt structure. |
Parkway Dental parkwaydental.com.sg | Verified | Unconfigured | Allowed | Valid | Standard organization schema present; missing agent discovery files. |
Winston Oona Dental winstonoona.com.sg | Missing | Unconfigured | Allowed | Valid | Indexable pages; no JSON-LD or machine-readable discovery headers. |
T32 Dental Centre t32dental.com | Verified | Unconfigured | Allowed | Valid | Structured schema present across service pages; missing llms.txt. |
Greenlife Dental greenlifedental.com.sg | Missing | Unconfigured | Allowed | Valid | Standard HTML tags; missing JSON-LD schema graph. |
B9 Dental Centre b9dental.com.sg | Verified | Unconfigured | Allowed | Valid | Basic Schema.org markups active; no WebMCP integration. |
Smilefocus smilefocus.com.sg | Verified | Unconfigured | Allowed | Valid | Organization schema present; missing machine-readable agent files. |
Ocean Dental oceandental.sg | Verified | Unconfigured | Allowed | Valid | Valid canonical headers; missing llms.txt endpoint. |
Unity Denticare unitydenticare.com.sg | Missing | Unconfigured | Allowed | Valid | Standard website indexability; missing structured data schema. |
Focus Dental focusdental.sg | Missing | Unconfigured | Allowed | Valid | Indexable HTML; no JSON-LD schema detected. |
The Dental Studio dentalstudio.sg | Verified | Deployed | Allowed | Valid | JSON-LD schema and llms.txt endpoint deployed. |