Dynamic geolocation optimization of pickup locations using location scores

A system comprising:

• at least one processor;
• and
• at least one non-transitory computer readable storage medium storing instructions that, when executed by the at least one processor, cause the system to:
• receive transport request information from a requestor computing device associated with a requestor, the transport request information including a request location for a pickup;
• determine a set of alternate request locations by:
• determining curb segments based on road data and building data;
• dividing the curb segments into curb sub-segments based on one or more curb features, wherein the one or more curb features comprise at least one of:
• a curb fire hydrant, a curb no parking zone, or a curb loading zone;
• and
• identifying the set of alternate request locations based on the curb sub-segments;
• generate a pickup location score for each alternate request location in the set of alternate request locations based on historical ride data associated with each alternate request location;
• select a modified request location associated with the request location based at least on the pickup location score for each alternate request location of the set of alternate request locations;
• and
• provide, for display, to the requestor computing device a user interface comprising:
• an indicator of the modified request location
• a navigation route for the requestor to travel from the request location to the modified request location;
• a selectable option to designate the modified request location for the pickup instead of the request location.

A non-transitory computer readable medium storing instructions thereon that, when executed by at least one processor, cause a computer system to:

• receive transport request information from a requestor computing device associated with a requestor, the transport request information including a request location for a pickup;
• generate a pickup location score for each alternate request location in a set of alternate request locations based on an average of travel distance differences between each alternate request location and corresponding actual pick-up locations for rides assigned to pick up requestors at each alternate request location in the set of alternate request locations;
• select a modified request location associated with the request location based at least on the pickup location score for each alternate request location of the set of alternate request locations;
• and
• provide, for display, to the requestor computing device a user interface comprising:
• an indicator of the modified request location;
• a navigation route for the requestor to travel from the request location to the modified request location;
• and
• a selectable option to designate the modified request location for the pickup instead of the request location.