Making real-time content selection decisions based on multivariate testing
Server side web based ad stitching and user specific optimization are disclosed. In various embodiments, a request for a page is received via a communication interface. A processor is used to provide an optimized version of the page at least in part by determining dynamically an optimized content element for the page based at least in part on a user attribute associated with the request and content performance data generated based at least in part on testing of alternative versions of the page with respect to other users having the user attribute.
1. A system, comprising:
a communication interface configured to:
receive a request for a page; and
obtain an original version of the page from a publisher in response to the request; and
a processor coupled to the communication interface and configured to provide an optimized version of the page at least in part by determining dynamically an optimized content element for the page based at least in part on a user attribute associated with the request and content performance data generated based at least in part on testing of alternative versions of the page with respect to other users having the user attribute, wherein the optimized version of the page includes the optimized content element and removes a script included in the original version of the page, wherein the script included in the original version of the page is configured to retrieve the optimized content element, wherein the optimized content element is stitched into the optimized version of the page.
2. The system of claim 1 , wherein the system comprises a server.
3. The system of claim 1 , wherein the system comprises an edge server.
4. The system of claim 1 , wherein the optimized content element is determined based at least in part on a content consumption metric associated with a user.
5. The system of claim 1 , wherein the optimized content element is determined based at least in part on previous user engagement with the optimized content element.
6. The system of claim 5 , wherein the previous user engagement with the optimized content element includes user engagement associated with said testing of alternative versions of the page.
7. The system of claim 1 , wherein a placement of the optimized content element within the optimized version of the page is determined based at least in part on previous user engagement with the optimized content element.
8. The system of claim 7 , wherein the previous user engagement with the optimized content element includes user engagement associated with said testing of alternative versions of the page including one or more versions in which the optimized content element was rendered at a location associated with the placement.
9. The system of claim 1 , wherein the optimized content element is determined based at least in part on a content consumption metric associated with the optimized content element.
10. The system of claim 9 , wherein the content consumption metric is based at least in part on said testing of alternative versions of the page.
11. The system of claim 1 , wherein the user attribute comprises a demographic or other personal attribute of a user.
12. The system of claim 1 , wherein the processor is further configured to determine an optimal placement of the optimized content element within the optimized version of the page.
13. The system of claim 12 , wherein the optimal placement of the optimized content element within the optimized version of the page is determined based at least in part on content performance metric data generated in connection with said testing of alternative versions of the page.
14. The system of claim 1 , wherein a set of alternative versions of the page included in said testing of alternative versions of the page includes a version of the page that has not been optimized.
15. The system of claim 14 , wherein the processor is further configured to compare performance of the optimized version of the page with the version of the page that has not been optimized.
16. A method, comprising:
receiving via a communication interface a request for a page;
obtaining via the communication interface an original version of the page from a publisher in response to the request; and
using a processor to provide an optimized version of the page at least in part by determining dynamically an optimized content element for the page based at least in part on a user attribute associated with the request and content performance data generated based at least in part on testing of alternative versions of the page with respect to other users having the user attribute, wherein the optimized version of the page includes the optimized content element and removes a script included in the original version of the page, wherein the script included in the original version of the page is configured to retrieve the optimized content element, wherein the optimized content element is stitched into the optimized version of the page.
17. The method of claim 16 , wherein the optimized content element is determined based at least in part on a content consumption metric associated with a user.
18. The method of claim 16 , wherein the optimized content element is determined based at least in part on previous user engagement with the optimized content element.
19. The method of claim 16 , wherein a placement of the optimized content element within the optimized version of the page is determined based at least in part on previous user engagement with the optimized content element.
20. A computer program product embodied in a non-transitory computer readable medium and comprising computer instructions for:
receiving via a communication interface a request for a page;
obtaining an original version of the page from a publisher in response to the request; and
using a processor to provide an optimized version of the page at least in part by determining dynamically an optimized content element for the page based at least in part on a user attribute associated with the request and content performance data generated based at least in part on testing of alternative versions of the page with respect to other users having the user attribute, wherein the optimized version of the page includes the optimized content element and removes a script included in the original version of the page, wherein the script included in the original version of the page is configured to retrieve the optimized content element, wherein the optimized content element is stitched into the optimized version of the page.