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AD0-E409 · Question #42

Which data source can Adobe Target use directly to generate personalized recommendations? (Select two)

The correct answer is C. Real-time user behaviors captured in mboxes D. Third-party data via Data Connectors. Adobe Target Recommendations runs on two native data pipes: mbox calls (C), which capture real-time behavioral signals like product views, add-to-carts, and purchases as visitors interact with the site, and Data Connectors (D), which let Target ingest behavioral and preference…

Advanced Personalization and Optimization

Question

Which data source can Adobe Target use directly to generate personalized recommendations? (Select two)

Options

  • AAudience segments from AEM
  • BCRM data uploaded as a CSV
  • CReal-time user behaviors captured in mboxes
  • DThird-party data via Data Connectors

How the community answered

(27 responses)
  • A
    7% (2)
  • B
    19% (5)
  • C
    74% (20)

Explanation

Adobe Target Recommendations runs on two native data pipes: mbox calls (C), which capture real-time behavioral signals like product views, add-to-carts, and purchases as visitors interact with the site, and Data Connectors (D), which let Target ingest behavioral and preference data from certified third-party partners directly into the recommendation engine. These two sources feed the algorithms (e.g., "Viewed this, bought that") without requiring manual exports or middleware.

Why the distractors are wrong:

  • A (AEM audience segments): AEM can share audiences with Adobe Experience Cloud, but those segments define who to target, not the item-level behavioral signals that power recommendation logic - they don't feed the Recommendations catalog or algorithms directly.
  • B (CRM CSV upload): CSV uploads land in Customer Attributes (People core service) and can enrich visitor profiles, but they aren't a direct input to generating recommendation results - they supplement targeting, not the recommendation data pipeline.

Memory tip: Think "real-time + connected partners." mboxes = real-time on-site behavior; Data Connectors = partner-piped data. If the data source requires a manual file upload or comes from a content management system rather than a behavioral data stream, it's not driving recommendations directly.

Topics

#Recommendations#data sources#mbox#Data Connectors

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