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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Cloud Overview | 18% | - Core concepts and terminology - Architecture and ecosystem - Business value and use cases |
| Topic 2: Identity Resolution | 14% | - Conflict resolution - Matching and reconciliation rules - Unified profile creation - Identity use cases |
| Topic 3: Data Cloud Setup and Administration | 12% | - Data spaces and configuration - Monitoring and maintenance tools - Data streams and data bundles - Permissions and access control |
| Topic 4: Act on Data | 18% | - Troubleshooting activations - Activation concepts and use cases - Attribute usage and management - Process automation and triggering |
| Topic 5: Segmentation and Insights | 18% | - Calculated vs streaming insights - Segment creation and configuration - Segment membership analysis - Insight implementation |
| Topic 6: Data Ingestion and Modeling | 20% | - Ingestion from various sources - Data modeling best practices - Transformation and mapping - Data validation and inspection |
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NEW QUESTION # 166
Which two statements about Data Cloud's Web and Mobile App connector are true?
Answer: A,D
Explanation:
The app details page shows the status of the app, such as active, inactive, or error. The tenant specific endpoint is a unique URL that is generated for each app and used to send data to Data Cloud from the web or mobile SDK. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_web_mobile_app_connector.htm&type=5
NEW QUESTION # 167
Which three features can be used to validate the data in the unified profile object?
Answer: A,B,D
Explanation:
These three features can be used to validate the data in the unified profile object. Data Explorer allowsyou to view the ingested data from different sources and how it is mapped to the unified profile object. Query API allows you to query the unified profile object using SOQL or SQL queries. Profile Explorer allows you to view the unified profile records andtheir attributes. References: https://help.salesforce.com/s/articleView?
id=sf.c360_a_data_explorer.htm&type=5 https://help.salesforce.com/s/articleView?id=sf.c360_a_query_api.
htm&type=5https://help.salesforce.com/s/articleView?id=sf.c360_a_profile_explorer.htm&type=5
NEW QUESTION # 168
A customer has requested that their personal data be deleted. Which action should be performed to accommodate this request in Data Cloud?
Answer: D
Explanation:
This action should be performed to accommodate the request to delete personal data in Data Cloud. The Consent API allows you to set a consent flag for an individual that prevents further processing of their data and deletes their records from source data streams. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_consent_api.htm&type=5
NEW QUESTION # 169
Northern Trail Outfitters (NTO) owns and operates six unique brands, each with their own set of customers, transactions, and loyalty information. The marketing director wants to ensure that segments and activations from the NTO Outlet brand do not reference customers or transactions from the other brands.
What is the most efficient approach to handle this requirement?
Answer: C
Explanation:
To ensure segments and activations for the NTO Outlet brand do not reference data from other brands, the most efficient approach is to isolate the Outlet brand's data using Data Spaces. Here's the analysis:
Data Spaces (Option B):
Definition: Data Spaces in Salesforce Data Cloud partition data into isolated environments, ensuring that segments, activations, and analytics only reference data within the same space.
Why It Works: By creating a dedicated Data Space for the Outlet brand, all customer, transaction, and loyalty data for Outlet will be siloed. Segments and activations built in this space cannot access data from other brands, even if they exist in the same Data Cloud instance.
Efficiency: This avoids complex filtering logic or manual data management. It aligns with Salesforce's best practice of using Data Spaces for multi-brand or multi-entity organizations (Source: Salesforce Data Cloud Implementation Guide, "Data Partitioning with Data Spaces").
Why Other Options Are Incorrect:
Business Unit Aware Activation (A):
Business Unit (BU) settings in Salesforce CRM control record visibility but are not natively tied to Data Cloud segmentation.
BU-aware activation ensures activations respect sharing rules but does not prevent segments from referencing data across BUs in Data Cloud.
Six Different Data Spaces (C):
While creating a Data Space for each brand (6 total) would technically isolate all data, the requirement specifically focuses on the Outlet brand. Creating six spaces is unnecessary overhead and not the "most efficient" solution.
Batch Data Transform to Generate DLO (D):
Creating a Data Lake Object (DLO) via batch transforms would require ongoing manual effort to filter Outlet- specific data and does not inherently prevent cross-brand references in segments.
Steps to Implement:
Step 1: Navigate to Data Cloud Setup > Data Spaces and create a new Data Space for the Outlet brand.
Step 2: Ingest Outlet-specific data (customers, transactions, loyalty) into this Data Space.
Step 3: Build segments and activations within the Outlet Data Space. The system will automatically restrict access to other brands' data.
Conclusion: Separating the Outlet brand into its own Data Space (Option B) is the most efficient way to enforce data isolation and meet the requirement. This approach leverages native Data Cloud functionality without overcomplicating the setup.
NEW QUESTION # 170
The Salesforce CRM Connector is configured and the Case object data stream is set up. Subsequently, a new custom field named Business Priority is created on the Case object in Salesforce CRM. However, the new field is not available when trying to add it to the data stream.
Which statement addresses the cause of this issue?
Answer: D
Explanation:
The Salesforce CRM Connector uses the Salesforce Integration User to access the data from the Salesforce CRM org. The Integration User must have the Read permission on the fields that are included in the data stream. If the Integration User does not have the Read permission on the newly created field, the field will not be available for selection in the data stream configuration. To resolve this issue, the administrator should assign the Read permission on the new field to the Integration User profile or permission set. References: Create a Salesforce CRM Data Stream, Edit a Data Stream, Salesforce Data Cloud Full Refresh for CRM, SFMC, or Ingestion API Data Streams
NEW QUESTION # 171
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