Research & Analysis

Data-driven city guides with complete methodology transparency. Every recommendation backed by scientific analysis.

1M+
Hotels Ranked
25+
Data Metrics
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Data Sources
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Transparent
Singapore Efficiency Audit
EfficiencyTransitMonsoon Proof
Singapore·December 2025

Singapore Efficiency Audit

The Frictionless Hospitality Report (2025-2026)

In the global imagination, Singapore is often synonymous with efficiency. We analyze the 'Sensei Score'—the efficiency and frictionless connectivity of hotels based on door-to-platform timing, monsoon factor, business district density, and lobby workspace availability.

10,000+
Searched
23
Analyzed
4
Metrics
10.0
Top Score
Read Full Analysis
Seoul Walkability & Gradient Index
WalkabilityTopographyAccessibility
Seoul, South Korea·December 2025

Seoul Walkability & Gradient Index

A Topographical Analysis of Hotel Accessibility (2025-2026)

To the uninitiated traveler, a two-dimensional map of Seoul presents a deceptive simplicity. However, the reality on the ground is a complex three-dimensional puzzle carved from granite and gneiss. We analyze the 'Sensei Score'—the walkability and accessibility of hotels based on incline metrics, step counts, pavement quality, and MRT proximity.

10,000+
Searched
21
Analyzed
4
Metrics
10.0
Top Score
Read Full Analysis
The Solo Female Traveler's Security Audit of Bangkok
SecuritySolo TravelCPTED
Bangkok, Thailand·December 2025

The Solo Female Traveler's Security Audit of Bangkok

30 Hotels Ranked by Safety Data (2025-2026)

We analyzed the 'Last Mile'—the critical 500 meters between the BTS Skytrain and your hotel lobby. Based on CPTED principles: Shield Factor, Lumen Density, Escape Velocity, and Vertical Security.

10,000+
Searched
30
Analyzed
4
Metrics
10.0
Top Score
Read Full Analysis
The Bandwidth Guide to Tokyo
BandwidthErgonomicsDigital Nomads
Tokyo, Japan·December 2025

The Bandwidth Guide to Tokyo

30 Hotels Audited for Speed & Ergonomics

We audited 30 Tokyo hotels for upload speed, ergonomic chairs, Ethernet ports, and acoustic isolation. Most 'design hotels' will destroy your lumbar spine by Day 3.

10,000+
Searched
30
Analyzed
5
Metrics
9.8
Top Score
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The Decibel Guide to Taipei
Noise AnalysisSleep QualityQuiet Hotels
Taipei, Taiwan·December 2025

The Decibel Guide to Taipei

32 Hotels Scientifically Ranked for Sleep

We measured noise exposure using geospatial data to find hotels that actually deliver silence. See why 'Stay near Main Station' is terrible advice.

10,000+
Searched
32
Analyzed
5
Metrics
9.9
Top Score
Read Full Analysis

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Hong Kong, Kuala Lumpur, and more. Each guide features deep geospatial analysis with complete data transparency.