Standard navigation tools like Google Maps optimize for private passenger vehicles or use static commercial speed averages. Because delivery vehicles often beat standard estimates or follow different urban patterns (e.g., using bus lanes, high-occupancy corridors, or off-peak delivery windows), pricing based purely on estimated minutes leads to overpaying drivers or quoting clients uncompetitive rates.