Dynamic scheduling system for planned service requests

A non-transitory computer readable medium storing instructions that, when executed by one or more processors of a computer system, cause the computer system to:

• receive, over one or more networks, user data from a computing device of a user;
• based on the user data, determine that the user will utilize a transport service to arrive at a destination location at a specified time;
• prior to the specified time, monitor transport provider availability within a proximity of a current location of the user;
• determine a service request time for the user based at least in part on the transport provider availability;
• and
• automatically generate the service request for the user at the service request time to match the user to a transport provider.

A computer-implemented method of managing a transport service, the method being performed by one or more processors and comprising:

• receiving, over one or more networks, user data from a computing device of a user;
• based on the user data, determining that the user will utilize a transport service to arrive at a destination location at a specified time;
• prior to the specified time, monitoring transport provider availability within a proximity of a current location of the user;
• determining a service request time for the user based at least in part on the transport provider availability;
• and
• automatically generating the service request for the user at the service request time to match the user to a transport provider.