Salesforce Salesforce-Data-Cloud Exam (page: 2)
Salesforce Data Cloud Accredited Professional
Updated on: 25-Dec-2025

Which data model subject area defines the revenue or quantity for an opportunity by product family?

  1. Engagement
  2. Product
  3. Party
  4. Sales Order

Answer(s): D

Explanation:

The sales order subject area defines the revenue or quantity for an opportunity by product family. It also includes information about the opportunity stage, close date, and owner.


Reference:

https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_sales_order.htm&type=5



An organization wants to enable users with the ability to identify and select text attributes from a picklist of options.
Which Data Cloud feature can help with this use case?

  1. Transformation Formulas
  2. Data Harmonization
  3. Value Suggestion
  4. Global Picklists

Answer(s): C

Explanation:

Value suggestion is a feature of Data Cloud that allows you to identify and select text attributes from a picklist of options. You can use value suggestion to standardize values across different data sources and improve data quality.


Reference:

https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_value_suggestion.htm&type=5



What can be customized in the Data Cloud canonical model?

  1. Fields
  2. Objects, Fields, and Relationships
  3. Objects and Fields
  4. Objects

Answer(s): B

Explanation:

You can customize the Data Cloud canonical model by adding, editing, or deleting objects, fields, and relationships. You can also modify the properties, labels, and descriptions of these components.


Reference:

https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_canonical_model.htm&type=5



Which data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights?

  1. Transaction
  2. Individual
  3. Sales Order
  4. Engagement

Answer(s): A

Explanation:

The transaction data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights. This category indicates that the data stream contains events that occur at a specific point in time and have a duration.


Reference:

https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_data_stream_category.htm&typ e=5



Every day, Northern Trail Outfitters (NTO) uploads a summary of the last 24 hours of store transactions to a new file in an Amazon S3 bucket, and files older than 7 days are automatically deleted. Each file contains a timestamp in a standardized naming convention.
What should a consultant consider when ingesting this data stream?

  1. Ensure the refresh mode is set to "Upsert" and Refresh only new files" is selected
  2. Ensure the refresh mode is set to "Full Refresh" and the filename contains a wildcard to accommodate the timestamp
  3. Ensure the refresh mode is set to "Full Refresh" and "Refresh only new files' is selected
  4. Advise NTO to change their processes: this configuration is not supported

Answer(s): A

Explanation:

This configuration will ensure that Data Cloud only ingests new files from the Amazon S3 bucket and updates or inserts new records into the data stream without deleting existing records.


Reference:

https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.htm&type=5



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