Mismatched vehicle details in app-based cab and bike taxi bookings have raised passenger safety concerns, with commuters urged to verify registration numbers, driver details and photographs before boarding. Ride-hailing platforms advise users not to share OTPs and report vehicle mismatches. Drivers, however, say such discrepancies can occur as they operate across multiple platforms.