Pricing Divergence

• In controlled experiments, identical UberX requests made simultaneously from the same location produced materially different quotes, with spreads reaching nearly 21% in some tests.0:21
• Consumer Reports, a nonprofit organization that tests consumer products, found median price gaps of up to 50% across 170 volunteers for identical routes, though Uber disputes the methodology and claims these results relied on discounted pricing.

Data and Transparency

• Uber officially denies using personal data to personalize prices, asserting that patents describing behavioral tracking—such as typing speed or phone angle—are not used in pricing.0:57
• A mandatory disclosure in New York states, "This price was set by an algorithm using your personal data," which Uber characterizes as a legal compliance measure limited strictly to location data rather than demographic profiling.7:22

Financial Mechanics

• Len Sherman, a Columbia Business School professor, analyzed 50,000 trips and concluded that the system functions as 'algorithmic price discrimination' by estimating the maximum a rider will pay and the minimum a driver will accept.5:51
• Drivers report severe pay volatility, citing examples like a $70.52 rider fare where the driver received only $25, and unpredictable insurance charges that fluctuated between $15 and $50 on the same route.13:45
• Uber attributes higher rider costs to objective external factors including inflation, post-pandemic driver shortages, and rising government-mandated commercial insurance requirements.12:14