Two specialized reports are available to users of Automated Personalization (AP) and Auto-Target (AT) activities: the Automated Segments and Important Attributes reports.
Consider the following when using Personalization Insights reports:
AP and AT activities are available as part of the Target Premium solution. They are not included with Target Standard without a Target Premium license.
Personalization Insights reports are available only for AP and AT activities that use a conversion optimization goal. Activities where the optimization goal was changed to conversion from revenue after the activity was already live are also not supported.
Personalization Insights reports are available only if the Primary Goal is selected from the the Report Metric drop-down list.
Personalization Insights reports are supported in the default environment only.
Personalization Insights reports are generated only for activities that are in the Live status and have been activated and receiving traffic for at least 15 days.
The goal of the Personalization Insights reports is to provide more information on how the Target personalization models behind your AP and AT activities personalize visitor traffic. The Random Forest algorithm is the basis for the Target personalization models.
Because the goal of the Personalization Insights reports is to understand how the Target personalization models decided to send which visitor to what piece(s) of content, the Personalization Insights reports reflect only a sub-segment of all the traffic served by your AP or AT activity. Specifically, the two reports are reflective of all traffic that used the personalization model. In other words, Personalization Insights reports do not consider control traffic or traffic that is served by the overall winner model.
Two Personalization Insights reports are available:
|Automated Segments||Different visitors respond differently to the offers/experiences in your AP/AT activity. This report shows how different automated segments defined by the Target personalization models responded to the offers/experiences in the activity.|
|Important Attributes||In different activities, different attributes are more, or less, important to how the model decides to personalize. This report shows the top attributes that influenced the model and their relative importance.|
There are two types of attributes represented in Personalization Insights reports that are used in your AP or Auto Target models:
Target provides many ways for you to pass in additional data to Target to enrich the base data set used to build its personalization algorithms in AP and AT activities:
|Data Type||Description||Data Type Naming Convention|
|Profile Attributes, including profile scripts, Profile Update API, and in-page profile attributes||Any information you’ve decided to include in Target’s user profile.
This information could come from profile scripts, information uploaded using the Profile Update API, or in-mbox profile parameters prefixed with “profile.”
|Page Parameters (also called “mbox parameters”)||Name/value pairs passed in directly through page code that are not stored in the visitor’s profile for future use.||
|Customer Attributes||Customer attributes let you upload visitor profile data via FTP to the Experience Cloud. Once uploaded, leverage the data in Adobe Analytics and Adobe Target.||
|Shared Audiences (Adobe Audience Manager or Adobe Analytics)||Audiences created through Adobe Audience Manager or Adobe Analytics and shared with Target.||
|In-Activity Reporting Audiences/ Segments||Audiences defined in your AP or Auto Target activity during setup in “Goals & Metrics.”||
List of frequently asked questions about Automated Personalization (AP) and Auto-Target Insights reports.
Automated Personalization (AP) and Auto-Target models are trained on the last 45 days of user behavior (user profiles, impression events, and conversion events) for the activity.
Automated Personalization (AP) and Auto-Target models retain user behavior, training records, and model decision data for 90 days to produce Insights reports. After 90 days, training records and model decisions are discarded. Automated Personalization (AP) and Auto-Target models also retain aggregated experience/offer-level impression and conversion data for reporting purposes for two years. This data is aggregate-level data only and does not contain any individual-level profile data.
For more information, see Using the Personalization Insights Reports in Adobe Target.