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Last Updated: Sep 10, 2026
No. of Questions: 171 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Act on Data | 18% | - Troubleshooting activations - Activation concepts and use cases - Process automation and triggering - Attribute usage and management |
| Topic 2: Identity Resolution | 14% | - Conflict resolution - Unified profile creation - Matching and reconciliation rules - Identity use cases |
| Topic 3: Segmentation and Insights | 18% | - Insight implementation - Segment membership analysis - Calculated vs streaming insights - Segment creation and configuration |
| Topic 4: Data Cloud Setup and Administration | 12% | - Data streams and data bundles - Monitoring and maintenance tools - Data spaces and configuration - Permissions and access control |
| Topic 5: Data Ingestion and Modeling | 20% | - Transformation and mapping - Data validation and inspection - Ingestion from various sources - Data modeling best practices |
| Topic 6: Data Cloud Overview | 18% | - Business value and use cases - Core concepts and terminology - Architecture and ecosystem |
A client wants to bring in loyalty data from a custom object in Salesforce CRM that contains a point balance for accrued hotel points and airline points within the same record. The client wants to split these point systems into two separate records for better tracking and processing.
What should a consultant recommend in this scenario?
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Northern Trail Qutfitters wants to be able to calculate each customer's lifetime value {LTV) but also create breakdowns of the revenue sourced by website, mobile app, and retail channels.
What should a consultant use to address this use case in Data Cloud?
Explanation: Only visible for Prep4King members. You can sign-up / login (it's free).
A consultant is setting up a data stream with transactional data,
Which field type should the consultant choose to ensure that leading
zeros in the purchase order number are preserved?
Explanation: Only visible for Prep4King members. You can sign-up / login (it's free).
An analyst from Cloud Kicks needs to get quick Insights to determine the average sales per day during the past week.
What should a consultant recommend?
Explanation: Only visible for Prep4King members. You can sign-up / login (it's free).
A customer has a custom Customer Email c object related to the standard Contact object in Salesforce CRM.
This custom object
stores the email address a Contact that they want to use for activation.
To which data entity is mapped?
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