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Updated: Jul 30, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Identity Resolution | 14% | - Identity use cases - Unified profile creation - Conflict resolution - Matching and reconciliation rules |
| Act on Data | 18% | - Activation concepts and use cases - Process automation and triggering - Troubleshooting activations - Attribute usage and management |
| Data Ingestion and Modeling | 20% | - Ingestion from various sources - Data modeling best practices - Transformation and mapping - Data validation and inspection |
| Data Cloud Overview | 18% | - Architecture and ecosystem - Core concepts and terminology - Business value and use cases |
| Data Cloud Setup and Administration | 12% | - Data streams and data bundles - Permissions and access control - Monitoring and maintenance tools - Data spaces and configuration |
| Segmentation and Insights | 18% | - Segment creation and configuration - Calculated vs streaming insights - Insight implementation - Segment membership analysis |
1. Northern Trail Outfitters asks its consultant to extract the runner profiles and activity logs from its Track My Run mobile app and load them into Data Cloud. The marketing department also indicates that they need the last 90 days of historical data and want all new and updated data as it becomes available on a go-forward basis.
As best practice, which sequence of actions should the consultant use to implement this request?
A) Use streaming ingestion to first load the last 90 days of data, and also subsequently use streaming ingestion synchronize future data as It becomes available.
B) Use streaming ingestion to first load the last 90 days of data, and then use bulk Ingestion to synchronize future data as It becomes available.
C) Use bulk ingestion to first load the last 90 days of data, and then use streaming ingestion to synchronize future data as It becomes available.
D) Use bulk ingestion to first load the last 90 days of data, and also subsequently use bulk ingestion to synchronize the future data as It becomes available.
2. A customer has a calculated insight about lifetime value.
What does the consultant need to be aware of if the calculated insight.
needs to be modified?
A) New dimensions can be added.
B) Existing measures can be removed.
C) Existing dimensions can be removed.
D) New measures can be added.
3. What is a key functionality of Data Cloud?
A) To help users build a heat map using their data
B) To give a persistent ID for unified profiles
C) To build insights on unified profiles
D) To create a master data management (MUM) strategy
4. During a privacy law discussion with a customer, the customer indicates they need to honor requests for the right to be forgotten. The consultant determines that Consent API will solve this business need.
Which two considerations should the consultant inform the customer about?
Choose 2 answers
A) Data deletion requests are submitted for Individual profiles.
B) Data deletion requests are reprocessed at 30, 60, and 90 days.
C) Data deletion requests submitted to Data Cloud are passed to all connected Salesforce clouds.
D) Data deletion requests are processed within 1 hour.
5. A consultant needs to publish segment data to the Audience DMO that can be retrieved using the Query APIs.
When creating the activation target, which type of target should the consultant select?
A) External Activation Target
B) Marketing Cloud
C) Marketing Cloud Personalization
D) Data Cloud
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: A,C | Question # 5 Answer: D |
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