Layer 1: Open Data
3,712 datasets from data.gov.hk: restaurants, demographics, transport, rental indices. Free, machine-readable, updated weekly.
HK Retail Intelligence
Combining 3,700+ government datasets, proven mathematical models, and your business concept to evaluate any retail location in Hong Kong.
Layer 2: Math Models
Huff Model, Gravity, Catchment, Distance Decay, Geodemographics. One formula per page, cross-linked.
Layer 3: Company Input
Your business type, pricing, target customer. Changes every formula’s parameters. Same address, different concept = different prediction.
AI Agent Simulation
10 consumer personas (Claude Opus) stress-test the location. Real reasoning, not rule-based.