IDENTIFICATION OF INSTALLATION CONVERSION FROM ONLINE ELECTRONIC RESOURCES
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for detecting and utilizing conversion data are disclosed. In one aspect, the system can receive an indication of a user interaction with content item presented at a user device. Based at least in part on a device identifier of the user device being received with installation data corresponding to the installation of an application, the system can attribute a conversion of the content item to the user interaction.
1 . A system to determine associations between online electronic resources and data transmission to user devices, the system comprising one or more processors that:
transmit, to a plurality of user devices, a content item, the content item comprising instructions for generating a device identifier unique to each of the plurality of user devices;
receive, from each of a first portion of the plurality of user devices, a first indication of user interaction with the content item, a device identifier unique to each of the first portion of the plurality of user devices, and a first identifier;
receive, from each of a second portion of the plurality of user devices, a second indication of user interaction with the content item and a device identifier unique to each of the second portion of the plurality of user devices;
determine a ratio between a number of user devices in the first portion of the plurality of user devices and a number of user device in the second portion of the plurality of user devices;
receive, from each of a third portion of the plurality of user devices and responsive to an installation of a first application on each of the third portion of the plurality of user devices, a device identifier unique to each of the third portion of the plurality of user devices;
determine a conversion rate for the content item based at least on a total number of the plurality of user devices and a number of the third portion of the plurality of user devices; and
determine a total conversion rate for the content item based at least on the conversion rate for the content item and the calculated ratio.
2 . The system of claim 1 , wherein the third portion of the plurality of user devices is a sub-portion of the first portion of the plurality of user devices.
3 . The system of claim 1 , comprising the one or more processors that:
transmit the content item to a native application installed on each of the plurality of user devices.
4 . The system of claim 3 , wherein the native application is one of an email service application, a photo sharing service application, a video sharing service application, or a social network application.
5 . The system of claim 3 , comprising the one or more processors that:
receive a request for the content item from the native application installed on each of the plurality of user devices.
6 . The system of claim 3 , wherein the native application is different than the first application.
7 . The system of claim 3 , wherein the first identifier is generated responsive to a user logging into the native application.
8 . The system of claim 1 , comprising the one or more processors that:
generate a non-persistent association between the first identifier of the first portion of the plurality of user devices and the device identifier unique to each of the first portion of the plurality of user devices;
generate an association between the content item and each of the device identifiers unique to each of the first portion of the plurality of user devices based on the non-persistent association; and
delete each of the first identifiers of the first portion of the plurality of user devices.
9 . The system of claim 1 , comprising the one or more processors that:
delete the device identifier unique to each of the first portion of the plurality of user devices responsive to calculating the conversion rate.
10 . The system of claim 1 , wherein the first identifier is associated with a user ID of the native application.
11 . A method for determining associations between online electronic resources and data transmission to user devices, the method comprising:
transmitting, to a plurality of user devices, a content item, the content item comprising instructions for generating a device identifier unique to each of the plurality of user devices;
receiving, from each of a first portion of the plurality of user devices, a first indication of user interaction with the content item, a device identifier unique to each of the first portion of the plurality of user devices, and a first identifier;
receiving, from each of a second portion of the plurality of user devices, a second indication of user interaction with the content item and a device identifier unique to each of the second portion of the plurality of user devices;
calculating a ratio between a number of user devices in the first portion of the plurality of user devices and a number of user device in the second portion of the plurality of user devices;
receiving, from each of a third portion of the plurality of user devices and responsive to an installation of a first application on each of the third portion of the plurality of user devices, a device identifier unique to each of the third portion of the plurality of user devices;
calculating a conversion rate for the content item based at least on a total number of the plurality of user devices and a number of the third portion of the plurality of user devices; and
determining a total conversion rate for the content item based at least on the conversion rate for the content item and the calculated ratio.
12 . The method of claim 11 , wherein the third portion of the plurality of user devices is a sub-portion of the first portion of the plurality of user devices.
13 . The method of claim 11 , further comprising:
transmitting the content item to a native application installed on each of the plurality of user devices.
14 . The method of claim 13 , wherein the native application is one of an email service application, a photo sharing service application, a video sharing service application, or a social network application.
15 . The method of claim 13 , further comprising:
receiving a request for the content item from the native application installed on each of the plurality of user devices.
16 . The method of claim 13 , wherein the native application is different than the first application.
17 . The method of claim 13 , wherein the first identifier is generated responsive to a user logging into the native application.
18 . The method of claim 11 , further comprising:
generating a non-persistent association between the first identifier of the first portion of the plurality of user devices and the device identifier unique to each of the first portion of the plurality of user devices;
generating an association between the content item and each of the device identifiers unique to each of the first portion of the plurality of user devices based on the non-persistent association; and
deleting each of the first identifiers of the first portion of the plurality of user devices.
19 . The method of claim 11 , further comprising:
deleting the device identifier unique to each of the first portion of the plurality of user devices responsive to calculating the conversion rate.
20 . The method of claim 13 , wherein the first identifier is associated with a user ID of the native application.