Systems and methods for obtaining user parameters of e-commerce users to auto complete checkout forms

A method for auto completing checkout forms, the method comprising:

• identifying, based on interactions of a user device with a merchant website and on previously stored website information, an unfilled template of a checkout form associated with the merchant website, wherein the unfilled template of the checkout form comprises a plurality of checkout form fields;
• determining an Internet Protocol (IP) address of the user device;
• identifying a routing device through which the IP address was routed;
• determining a geolocation of the user device based on a location of the routing device;
• providing to a machine learning algorithm, trained to assign accuracy scores to identified autofill recommendations, the geolocation to identify an autofill recommendation for a checkout form field of the plurality of checkout form fields and to assign an accuracy score to the autofill recommendation;
• and
• in response to determining that the accuracy score satisfies a threshold, providing the autofill recommendation to the user device.

A non-transitory, computer-readable medium for auto completing checkout forms, storing instructions that, when executed by one or more processors, cause operations comprising:

• identifying, based on interactions of a user device with a merchant website and on previously stored website information, an unfilled template of a checkout form associated with the merchant website, wherein the unfilled template of the checkout form comprises a plurality of checkout form fields;
• determining an Internet Protocol (IP) address of the user device;
• identifying a routing device through which the IP address was routed;
• determining a geolocation of the user device based on a location of the routing device;
• providing to a machine learning algorithm, trained to assign accuracy scores to identified autofill recommendations, the geolocation to identify an autofill recommendation for a checkout form field of the plurality of checkout form fields and to assign an accuracy score to the autofill recommendation;
• and
• in response to determining that the accuracy score satisfies a threshold, providing the autofill recommendation to the user device.