Dynamic pickup point re-ranking system

A system comprising:

• one or more hardware processors;
• and
• memory storing instructions that, when executed by the one or more hardware processors, cause the one or more hardware processors to perform operations comprising:
• receiving a request for transportation service from a device of a rider, the request including a selected pickup point;
• establishing the transportation service, the establishing including assigning a driver to the transportation service;
• detecting that the transportation service is in a pre-pickup state;
• performing, based on the transportation service being in a pre-pickup state, a re-rank analysis, the re-rank analysis determining whether an alternative pickup point exceeds the selected pickup point on an objective function by more than a predetermined threshold, the determining being based on a last known location of the rider, a last known location of the driver, and a predicted driver routeline;
• and
• responsive to the alternative pickup point exceeding the selected pickup point on the objective function by more than the predetermined threshold, causing presentation, on a device of the rider, of a suggestion to change to the alternative pickup point.

A machine-storage medium storing instructions that, when executed by one or more hardware processors of a machine, cause the machine to perform operations comprising:

• receiving a request for transportation service from a device of a rider, the request including a selected pickup point;
• establishing the transportation service, the establishing including assigning a driver to the transportation service;
• detecting that the transportation service is in a pre-pickup state;
• performing, based on the transportation service being in a pre-pickup state, a re-rank analysis, the re-rank analysis determining whether an alternative pickup point exceeds the selected pickup point on an objective function by more than a predetermined threshold, the determining being based on a last known location of the rider, a last known location of the driver, and a predicted driver routeline;
• and
• responsive to the alternative pickup point exceeding the selected pickup point on the objective function by more than the predetermined threshold, causing presentation, on a device of the rider, of a suggestion to change to the alternative pickup point.