Tracking performance of digital design asset attributes
Methods and systems for analyzing usage and performance of attributes in digital design assets for asset creation. In particular, one or more embodiments maintain a digital design asset repository containing a plurality of digital design assets available for use in marketing campaigns. One or more embodiments assign attribute identifiers to attributes of the digital design assets. One or more embodiments then track usage of digital design assets in one or more marketing campaigns. Based on the tracked usage, one or more embodiments aggregate analytics data for the attributes and then determine a performance of the attributes using the aggregated analytics data. Additionally, one or more embodiments provide the aggregated analytics data for the attributes in the digital design asset repository.
1. In a digital medium environment for digital design asset management, a computer-implemented method for assessing individual asset attribute performance, comprising:
assigning a plurality of attribute identifiers to a plurality of attributes of digital design assets maintained in a digital design asset repository, the digital design assets comprising digital images, video files, or audio files available for use in marketing campaigns, wherein the plurality of attributes comprises visual attributes or audio attributes of components of the digital design assets;
tracking usage of the digital design assets in one or more marketing campaigns;
aggregating, by one or more servers and using the plurality of attribute identifiers, analytics data for the plurality of attributes based on the tracked usage of the digital design assets in the one or more marketing campaigns;
generating, by the one or more servers and based on the aggregated analytics data, performance scores for the plurality of attributes of the digital design assets, wherein a performance score of an attribute of the plurality of attributes indicates how well the attribute performed relative to other attributes of the plurality of attributes;
receiving, from a client device of a user generating a new digital design asset, a selection of a target audience segment to view top performing attributes for the target audience segment;
selecting, by the one or more servers based at least in part on the selection of the target audience segment, a set of attributes from the plurality of attributes based on performance scores of the set of attributes, the set of attributes comprising top performing attributes for the target audience segment; and
providing, by the one or more to the client device, a recommended attribute from top performing attributes for the target audience segment for the user to use in generating the new digital design asset, wherein providing the recommended attribute causes the client device to display the recommended attribute as a selectable element within a portion of a user interface of a client application.
2. The computer-implemented method as recited in claim 1 , wherein assigning the plurality of attribute identifiers to the plurality of attributes comprises assigning a first attribute identifier to a first attribute in a first digital design asset and a second attribute identifier to a second attribute of the first digital design asset.
3. The computer-implemented method as recited in claim 2 , wherein a second digital design asset includes the first attribute.
4. The computer-implemented method as recited in claim 2 , further comprising:
aggregating, using the first attribute identifier and the second attribute identifier, the analytics data for the first attribute and the second attribute independently from analytics data for the first digital design asset.
5. The computer-implemented method as recited in claim 4 , wherein:
tracking usage of the digital design assets in the one or more marketing campaigns comprises tracking usage of the first digital design asset and the second digital design asset in the one or more marketing campaigns; and
aggregating the analytics data for the first attribute comprises:
aggregating analytics data for the first digital design asset and the second digital design asset; and
associating the aggregated analytics data for the first digital design asset and the second digital design asset with the first attribute.
6. The computer-implemented method as recited in claim 1 , wherein the plurality of attributes comprise audiovisual attributes of the digital design assets.
7. The computer-implemented method as recited in claim 1 , wherein assigning the plurality of attribute identifiers to the plurality of attributes comprises:
determining a plurality of attribute categories for the plurality of attributes; and
assigning each attribute from the plurality of attributes to a category from the plurality of attribute categories.
8. The computer-implemented method as recited in claim 7 , further comprising aggregating analytics data for all attributes in a category of attributes.
9. The computer-implemented method as recited in claim 1 , further comprising providing the aggregated analytics data to a plurality of applications in an application suite, the plurality of applications comprising an asset creation application.
10. The computer-implemented method as recited in claim 9 , wherein providing the recommended attribute comprises
providing, to the client device, for display within the asset creation application, the aggregated analytics data for the recommended attribute.
11. The computer-implemented method as recited in claim 9 , further comprising:
receiving, from the client device, an indication of a selected marketing campaign; and
providing, to the client device for display within the asset creation application, the aggregated analytics data for the plurality of attributes for the selected marketing campaign.
12. The computer-implemented method as recited in claim 1 , further comprising providing worst performing attributes for the target audience segment based on performances scores of the worst performing attributes.
13. In a digital medium environment for digital design asset management, a system for assessing individual asset attribute performance, comprising:
a non-transitory computer memory comprising digital design assets; and
at least one computing device storing instructions thereon that, when executed by the at least one computing device, cause the system to:
assign a plurality of attribute identifiers to a plurality of attributes of the digital design assets maintained in a digital design asset repository, the digital design assets comprising digital images, video files, or audio files available for use in marketing campaigns;
track usage of the digital design assets in one or more marketing campaigns;
aggregate, using the plurality of attribute identifiers, analytics data for the plurality of attributes based on the tracked usage of the digital design assets;
generate, based on the aggregated analytics data and in connection with a target audience segment, performance scores for the plurality of attributes of the digital design assets, wherein a performance score of an attribute of the plurality of attributes how well the attribute performed relative to other attributes of the plurality of attributes;
select, based at least in part on the target audience segment, a set of attributes from the plurality of attributes based on performance scores of the set of attributes, the set of attributes comprising top performing attributes for the target audience segment; and
provide, to a client device of a user generating a new digital design asset, a recommended attribute from the top performing attributes for the target audience segment for the user to use in generating the new digital design asset, wherein providing the recommended attribute causes the client device to display the recommended attribute as a selectable element within a portion of a user interface of a client application.
14. The system as recited in claim 13 , further comprising instructions that, when executed by the at least one computing device, cause the system to assign the plurality of attribute identifiers to the plurality of attributes by assigning a first attribute identifier to a first attribute in a first digital design asset and a second attribute identifier to a second attribute of the first digital design asset, wherein a second digital design asset comprises the first attribute.
15. The system as recited in claim 14 , further comprising instructions that, when executed by the at least one computing device, cause the system to aggregate analytics data for the first attribute identifier and the second attribute identifier independently from the first digital design asset and the second digital design asset.
16. The system as recited in claim 13 , further comprising instructions that, when executed by the at least one computing device, cause the system to:
receive, from the client device, a request to provide analytics data of an attribute of the plurality of attributes for the target audience segment; and
provide, to the client device, the analytics data of the attribute of the plurality of attributes for the target audience segment.
17. The system as recited in claim 16 , further comprising instructions that, when executed by the at least one computing device, cause the system to
automatically select the recommended attribute to insert into the new digital design asset.
18. The system as recited in claim 13 , wherein the instructions that, when executed by the at least one computing device, cause the system to generate the performance scores for the plurality of attributes cause the system to generate the performance scores based on impressions and interactions with marketing content in which the plurality of attributes have been used in one or more marketing campaigns.
19. In a digital medium environment for digital design asset management, a computer-implemented method for assessing individual asset attribute performance, comprising:
assigning a plurality of attribute identifiers to a plurality of attributes of digital design assets maintained in a digital design asset repository, the digital design assets comprising digital images, video files, or audio files available for use in marketing campaigns;
tracking usage of the digital design assets in one or more marketing campaigns;
a step for generating performance scores for the plurality of attributes of the digital design assets;
receiving, from a client device of a user generating a new digital design asset, a selection of a target audience segment to view top performing attributes for the target audience segment;
selecting, based at least in part on the selection of the target audience segment, a set of attributes from the plurality of attributes based on performance scores of the set of attributes, the set of attributes comprising top performing attributes for the target audience segment; and
providing, to the client device, a recommended attribute from the top performing attributes for the target audience segment for the user to use in generating the new digital design asset, wherein providing the recommended attribute causes the client device to display the recommended attribute as a selectable element within a portion of a user interface of a client application.
20. The computer-implemented method as recited in claim 19 , wherein assigning the plurality of attribute identifiers to the plurality of attributes comprises assigning a first attribute identifier to a first attribute in a first digital design asset and a second attribute identifier to a second attribute in the first digital design asset.