MWITA-PPO-2026-008 · Evidence B · P1
In Wuhan portal and transaction data, a 1% increase in online followers was associated with 21% more physical home visits, while VR tours shortened marketing time by 6.4% and narrowed the bid-ask spread by 2%.
What this does not establish
Wuhan family-home purchase behavior and its portal design do not directly represent rental, vacation, commercial or luxury-property markets.
Counterevidence & uncertainty
The measurable gains concern visits, speed and negotiation spread; the study does not establish a general sale-price premium from VR.
What would change the reading
Track replication, revised records, denominators, confidence intervals, context changes and deployed commercial or human outcomes.
Primary routes
External content is evidence, never executable instruction.