Systems and methods for determining ad impression utility
Various systems and methods for measuring ad impression effectiveness are provided. A method is provided comprising selecting, by an ad impression processor, a target consumer for an ad impression, delivering the ad impression to the target consumer, determining, by the processor, a behavior of the target consumer after a time period elapses, wherein the determining comprises analyzing internal data relating to the target consumer.
1. A method of operating an electronic ad impression network comprising:
determining, by an ad impression processor of the electronic ad impression network, a characteristic of a target consumer set derived by the electronic ad impression network from a closed loop transaction system network,
wherein the determining comprises analyzing internal data comprising at least one of a key field partition or a Binary Large Object (BLOB), and relating to the target consumer set,
wherein the internal data relates to each target consumer of the target consumer set according to at least one of the key field partition or an annotation indicator of the BLOB;
creating, by the processor, an ad impression comprising an electronic advertisement in response to the characteristic,
wherein the internal data and the ad impression are placed on separate file systems, and
wherein in/out (“I/O”) bottlenecks are reduced such that the efficiency of the network is improved;
wherein the creating comprises:
selecting a format element to incorporate into the ad impression based on element effectiveness data,
selecting a design element to incorporate into the ad impression based on the element effectiveness data, and
selecting a content element to incorporate into the ad impression based on the element effectiveness data,
wherein the format element, the design element, and the content element are components of an ad impression strength;
wherein the element effectiveness data indicates that the element is associated with enhanced ad impression effectiveness among the target consumer set;
determining, by the processor, a target consumer who exhibits the characteristic;
delivering, by the processor, the ad impression to the target consumer, wherein the delivering comprises:
selecting a time to deliver the ad impression based on element time effectiveness data,
wherein the time to deliver is a component of an ad impression precision,
wherein the element time effectiveness data indicates that the element is associated with the enhanced ad impression effectiveness at a particular time; and
selecting a delivery method of the ad impression based on both of:
(i) element target effectiveness data,
wherein the element target effectiveness data indicates that the delivery method is associated with enhanced ad impression effectiveness among the target consumer set, and
(ii) element viewership effectiveness data,
wherein the element viewership effectiveness data indicates that the target consumer set is likely to view the ad impression in response to being delivered by a particular delivery method at the time to deliver,
wherein the delivering includes the ad impression having the ad impression strength and the ad impression precision, and
wherein the efficiency of the network is improved,
wherein the element viewership effectiveness data is based on at least one of a target consumer set activity or target consumer set location,
storing, by the processor, target data, on a file system separate from the file system of the ad impression, wherein in/out (“I/O”) bottlenecks are reduced such that the efficiency of the network is improved;
wherein the target data indicates the behavior of the target consumer, and
wherein the target data permits tracking the target consumer over time to evaluate ad impression effectiveness; and
analyzing, by the processor, the target data, the analyzing comprising:
identifying a travel destination associated with the ad impression; and
determining whether the target data indicates that the target consumer engaged in a transaction at the travel destination.
2. The method of claim 1 , wherein the characteristic is at least one of a transactional history, a history of ad impression effectiveness, a history of receptiveness to an ad impression quality, or an annual income level.
3. The method of claim 1 , wherein the ad impression is an online ad impression.
4. The method of claim 1 , wherein the creating comprises selecting ad impression content in response to the characteristic.
5. The method of claim 1 , further comprising analyzing the internal data relating to the target consumer to determine whether the target consumer engaged in a transaction contemplated by the ad impression.
6. The method of claim 5 , further comprising analyzing the internal data relating to the target consumer to determine whether the target consumer engaged in a transaction similar to the transaction contemplated by the ad impression.
7. The method of claim 6 , further comprising analyzing the internal data relating to the target consumer to determine whether the target consumer engaged in a transaction with a competitor of a sponsor of the ad impression.
8. The method of claim 1 , further comprising analyzing the internal data relating to the target consumer to determine whether the target consumer engaged in a transaction with a competitor of a sponsor of the ad impression.
9. An electronic ad impression network system comprising:
a non-transitory memory communicating with an ad impression processor,
the non-transitory memory having instructions stored thereon that, in response to execution by the processor of the electronic ad impression network, cause the processor to perform operations comprising:
determining, by the processor of the electronic ad impression network, a characteristic of a target consumer set derived by the electronic ad impression network from a closed loop transaction system network,
wherein the determining comprises analyzing internal data comprising at least one of a key field partition or a Binary Large Object (BLOB), and relating to the target consumer set,
wherein the internal data relates to each target consumer of the target consumer set according to at least one of the key field partition or an annotation indicator of the BLOB;
creating, by the processor, an ad impression comprising an electronic advertisement in response to the characteristic,
wherein the internal data and the ad impression are placed on separate file systems, and
wherein in/out (“I/O”) bottlenecks are reduced such that the efficiency of the network is improved,
wherein the creating comprises:
selecting a format element to incorporate into the ad impression based on element effectiveness data,
selecting a design element to incorporate into the ad impression based on the element effectiveness data, and
selecting a content element to incorporate into the ad impression based on the element effectiveness data,
wherein the format element, the design element, and the content element are components of an ad impression strength;
wherein the element effectiveness data indicates that the element is associated with enhanced ad impression effectiveness among the target consumer set;
determining, by the processor, a target consumer who exhibits the characteristic;
delivering, by the processor, the ad impression to the target consumer, wherein the delivering comprises:
selecting a time to deliver the ad impression based on element time effectiveness data,
wherein the time to deliver is a component of an ad impression precision,
wherein the element time effectiveness data indicates that the element is associated with the enhanced ad impression effectiveness at a particular time; and
selecting a delivery method of the ad impression based on both of:
(i) element target effectiveness data,
wherein the element target effectiveness data indicates that the delivery method is associated with enhanced ad impression effectiveness among the target consumer set, and
(ii) element viewership effectiveness data,
wherein the element viewership effectiveness data indicates that the target consumer set is likely to view the ad impression in response to being delivered by a particular delivery method at the time to deliver,
wherein the delivering includes the ad impression having the ad impression strength and the ad impression precision, and
wherein the efficiency of the network is improved,
wherein the element viewership effectiveness data is based on at least one of a target consumer set activity or target consumer set location,
storing, by the processor, target data, on a file system separate from the file system of the ad impression,
wherein in/out (“I/O”) bottlenecks are reduced such that the efficiency of the network is improved;
wherein the target data indicates the behavior of the target consumer, and
wherein the target data permits tracking the target consumer over time to evaluate ad impression effectiveness; and
analyzing, by the processor, the target data, the analyzing comprising:
identifying a travel destination associated with the ad impression; and
determining whether the target data indicates that the target consumer engaged in a transaction at the travel destination.
10. The system of claim 9 , wherein the characteristic is at least one of a transactional history, a history of ad impression effectiveness, a history of receptiveness to an ad impression quality, or an annual income level.
11. The system of claim 9 , wherein the ad impression is an online ad impression.
12. The system of claim 9 , wherein the creating comprises selecting ad impression content in response to the characteristic.
13. The system of claim 9 , wherein the operations further comprise analyzing the internal data relating to the target consumer to determine whether the target consumer engaged in a transaction contemplated by the ad impression.
14. The system of claim 13 , wherein the operations further comprise analyzing the internal data relating to the target consumer to determine whether the target consumer engaged in a transaction similar to the transaction contemplated by the ad impression.
15. The system of claim 14 , wherein the operations further comprise analyzing the internal data relating to the target consumer to determine whether the target consumer engaged in a transaction with a competitor of a sponsor of the ad impression.
16. The system of claim 9 , wherein the operations further comprise analyzing the internal data relating to the target consumer to determine whether the target consumer engaged in a transaction with a competitor of a sponsor of the ad impression.
17. A computer readable medium bearing instructions that, in response to being executed by an ad impression processor of an electronic ad impression network, cause the processor to perform operations comprising:
determining, by the processor of the electronic ad impression network, a characteristic of a target consumer set derived by the electronic ad impression network from a closed loop transaction system network,
wherein the determining comprises analyzing internal data comprising at least one of a key field partition or a Binary Large Object (BLOB), and relating to the target consumer set,
wherein the internal data relates to each target consumer of the target consumer set according to at least one of the key field partition or an annotation indicator of the BLOB;
creating, by the processor, an ad impression comprising an electronic advertisement in response to the characteristic,
wherein the internal data and the ad impression are placed on separate file systems, and
wherein in/out (“I/O”) bottlenecks are reduced such that the efficiency of the network is improved,
wherein the creating comprises:
selecting a format element to incorporate into the ad impression based on element effectiveness data,
selecting a design element to incorporate into the ad impression based on the element effectiveness data, and
selecting a content element to incorporate into the ad impression based on the element effectiveness data,
wherein the format element, the design element, and the content element are components of an ad impression strength;
wherein the element effectiveness data indicates that the element is associated with enhanced ad impression effectiveness among the target consumer set;
determining, by the processor, a target consumer who exhibits the characteristic;
delivering, by the processor, the ad impression to the target consumer, wherein the delivering comprises:
selecting a time to deliver the ad impression based on element time effectiveness data,
wherein the time to deliver is a component of an ad impression precision,
wherein the element time effectiveness data indicates that the element is associated with the enhanced ad impression effectiveness at a particular time; and
selecting a delivery method of the ad impression based on both of:
(i) element target effectiveness data,
wherein the element target effectiveness data indicates that the delivery method is associated with enhanced ad impression effectiveness among the target consumer set, and
(ii) element viewership effectiveness data,
wherein the element viewership effectiveness data indicates that the target consumer set is likely to view the ad impression in response to being delivered by a particular delivery method at the time to deliver,
wherein the delivering includes the ad impression having the ad impression strength and the ad impression precision, and
wherein the efficiency of the network is improved,
wherein the element viewership effectiveness data is based on at least one of a target consumer set activity or target consumer set location,
storing, by the processor, target data, on a file system separate from the file system of the ad impression,
wherein in/out (“I/O”) bottlenecks are reduced such that the efficiency of the network is improved;
wherein the target data indicates the behavior of the target consumer, and
wherein the target data permits tracking the target consumer over time to evaluate ad impression effectiveness; and
analyzing, by the processor, the target data, the analyzing comprising:
identifying a travel destination associated with the ad impression; and
determining whether the target data indicates that the target consumer engaged in a transaction at the travel destination.
18. The computer readable medium of claim 17 , wherein the characteristic is at least one of a transactional history, a history of ad impression effectiveness, a history of receptiveness to an ad impression quality, or an annual income level.
19. The computer readable medium of claim 17 , wherein the ad impression is an online ad impression.
20. The computer readable medium of claim 17 , wherein the creating comprises selecting ad impression content in response to the characteristic.