Target participants
First-time home buyers or tenants who recently moved into a new property in a major Indian metropolitan area
The problem
Home buyers across Indian cities frequently encounter property advertisements promising unrealistically short travel times to business districts, railway stations, and arterial roads. These optimistic estimates trap buyers into purchasing or renting homes that require punishing daily commutes once they actually move in, costing them hours of time and immense physical strain every single week.
The problem persists because listing platforms rely on self-reported developer claims or dead-of-night driving estimates rather than empirical peak-hour transit data. Buyers lack an independent way to verify these distances before putting down token money, leaving them vulnerable to misleading marketing pitches.
Research question
How do buyers verify property location claims, and what specific transit data would they trust before making a financial commitment?


