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Automated Personalization Summary reports
Specialized summary reports are available to users of Automated Personalization activities in ۶Ƶ Target.
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Click Activities, click the desired Automated Personalization activity from the list, then click the Reports tab.
If you have many activities, you can filter the list by selecting Automated Personalization from the Type drop-down list.
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(Optional) Click the Download icon to download the summary view (for example, comparing Control and Targeted traffic) as broken down by all available success metrics.
Automated Personalization provides the following reports:
- Activity Level
- Offer Level
- Automated Segments
- Important Attributes
Activity Level report section_6F72FC5C790B4492B3DCECBFFA971337
The Activity Level report compares the aggregate performance of using an Automated Personalization algorithm to randomly served content (control).
The standard rules of results interpretation for A/B testing still apply, including lift, confidence, trending, duration, and so on. For more information about interpreting results, see Statistical calculations in A/Bn tests.
Offer Level report section_CAA6409879E349C6906E2BE8156D87A1
The Offer Level report for the Random Forest experience compares the performance of each algorithm-applied offer to the same randomly served offer (Control). Thus, offers should not be compared against each other in this view.
Click the experience algorithm (Random Forest or control) to view the Offer Level report.
Offers can be shown within reporting groups, and these reporting groups can be collapsed and expanded. Click Control or Targeted in the table to view rolled-up information by reporting groups, rather than by offers.
Automated Segments
Click the Automated Segments icon. This report shows how different visitors respond differently to the offers/experiences in your AP/AT activity. This report shows how different automated segments defined by Target’s personalization models responded to the offers/experiences in the activity.
For more information, see Automated Segments report.
Important Attributes
Click the Important Attributes icon. This report shows how, 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.
For more information, see Important Attributes report.
Frequently Asked Questions
Why are there differences in data between the Activity Level and Offer Level reports?
Activity Level report: Visits recorded on the Activity Level report capture the number of visits to the control experience(s) vs. “targeted” traffic. Targeted traffic includes a mix of exploration traffic and personalized traffic.
Offer Level report: Impressions recorded on the Offer Level report capture the number of impressions for each offer. Therefore, in an activity with more than one location, the total number of visits recorded in the Offer Level report across all Reporting Groups is equal to the multiple of the number of visits recorded for Control or Targeted traffic in the Activity Level report times the total number of locations in the activity. Impressions of default content occurring in locations where default content was an available option are recorded in the “Default Content” offer group. Impressions of offers that were unassigned to a reporting group are recorded in the “Ungrouped” offer group.