Advertising cannibalization management
A system and method for advertising cannibalization management are provided. In example embodiments, historical data comprising advertisement revenue, advertisement parameters, and a cannibalization metric are accessed. The cannibalization metric is indicative of sales loss associated with an advertisement presentation. A value for at least one of the advertisement parameters that, when used, causes a desired advertisement revenue with respect to a bounded cannibalization metric is determined by analyzing the historical data. An advertisement is presented, in real time, on a user interface of a client device using the determined value.
1. A system, comprising:
a non-transitory memory; and
one or more hardware processors coupled with the non-transitory memory and configured to execute instructions from the non-transitory memory to cause the system to perform operations comprising:
monitoring one or more navigation metrics associated with navigating a website that includes multiple internal pages, wherein one or more of the internal pages include a plurality of interface elements associated with a plurality of navigation links;
storing navigation data based on the monitoring;
determining, based on the navigation data, presentation values for at least a portion of the interface elements, the presentation values associated with a likelihood of directing a user away from the website; and
causing a real time presentation of an interface element on a user interface of a client device based on the presentation values, the real time presentation bounding an amount of user navigation away from the website.
2. The system of claim 1 , wherein the one or more navigation metrics include historical data for a first period of time, the historical data associated with navigating the website by one or more users and placement of at least a portion of the plurality of interface elements within the website.
3. The system of claim 2 , wherein the one or more navigation metrics include current data for a second period of time.
4. The system of claim 3 , wherein determining presentation values further comprises:
determining, based on the historical data and the current data, a change amount for one or more parameters for interface elements of the portion of interface elements.
5. The system of claim 4 , wherein causing the real time presentation of the interface element further comprises:
selecting the interface element from the portion of interface elements based on the change amount.
6. The system of claim 5 , wherein causing the real time presentation of the interface element further comprises:
selecting at least one parameter for the selected interface element based on the change amount and the presentation values.
7. The system of claim 6 , wherein selecting at least one parameter for the selected interface element further comprises:
determining a value for the at least one parameter for the selected interface element.
8. A method, comprising:
monitoring one or more navigation metrics associated with navigating a website that includes multiple internal pages including a plurality of interface elements;
storing navigation data based on the monitoring;
determining, based on the navigation data, presentation values for at least a portion of the interface elements, the presentation values associated with a probability of directing a user away from the website; and
presenting an interface element, in real time, on a user interface of a client device based on the presentation values.
9. The method of claim 8 , further comprising:
determining, based on the navigation data, a change amount for one or more parameters for interface elements of the portion of interface elements.
10. The method of claim 9 , further comprising:
selecting the interface element from the portion of interface elements based at least in part on the change amount.
11. The method of claim 10 , further comprising:
selecting at least one parameter for the selected interface element based on the change amount and the presentation values.
12. The method of claim 11 , further comprising:
determining a value for the at least one parameter for the selected interface element.
13. The method of claim 10 , further comprising:
determining a navigation metric based on the navigation data and the presentation values; and
selecting the interface element based at least in part on the navigation metric.
14. The method of claim 13 , further comprising:
determining a value for at least one parameter for the selected interface element based at least in part on the navigation metric.
15. A non-transitory computer-readable medium having instructions stored thereon that are executed by a computer system to perform operations comprising:
monitoring one or more navigation metrics associated with navigating a website that includes multiple internal pages, wherein one or more of the internal pages include a plurality of interface elements associated with a plurality of navigation links;
monitoring link parameters for user selected links associated with at least a portion of the interface elements;
storing navigation data based on the monitoring of the one or more navigation metrics and the link parameters;
determining, based on the navigation data and the link parameters, presentation values for at least a portion of the interface elements, the presentation values associated with a likelihood of directing a user away from the website; and
causing a real time presentation of an interface element on a user interface of a client device based on the presentation values, the real time presentation bounding an amount of user navigation away from the website.
16. The non-transitory computer-readable medium of claim 15 , wherein the one or more navigation metrics include historical data for a first period of time and current data for a second period of time, the historical data being associated with navigating the website by one or more users and placement of at least a portion of the plurality of interface elements within the website.
17. The non-transitory computer-readable medium of claim 16 , wherein determining presentation values further comprises:
determining, based on the historical data and the current data, a change amount for one or more parameters for interface elements of the portion of interface elements.
18. The non-transitory computer-readable medium of claim 17 , wherein causing the real time presentation of the interface element further comprises:
selecting the interface element from the portion of interface elements based on the change amount.
19. The non-transitory computer-readable medium of claim 18 , wherein causing the real time presentation of the interface element further comprises:
selecting at least one parameter for the selected interface element based on the change amount, the presentation values; and
determining a value for the at least one parameter for the selected interface element.
20. The non-transitory computer-readable medium of claim 19 , wherein the interface element is selected based on the change amount and at least one link parameter associated with the interface element.