Salesforce salesforce data cloud practice test

Salesforce Data Cloud Accredited Professional Exam

Last exam update: Nov 18 ,2025
Page 1 out of 7. Viewing questions 1-15 out of 92

Question 1

How can attribute names be modified to match a naming convention in Cloud File Storage target?

  • A. Update attribute names in the data stream configuration
  • B. Update field names in the data model
  • C. Set preferred attribute names when configuring activation
  • D. Use a formula field to update the field name in an activation
Mark Question:
Answer:

B


Explanation:
You can modify the attribute names in the data model by editing the field label or API name of the
corresponding field. This will change how the attribute name appears in the Cloud File Storage
target. Reference:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_data_model.htm&type=5

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Question 2

Which two applications automatically create activation targets at the time the application is
connected to Data Cloud?

  • A. Personalization powered by Interaction Studio
  • B. Amazon S3
  • C. B2C Commerce
  • D. Marketing Cloud Engagement
Mark Question:
Answer:

AC


Explanation:
These two applications automatically create activation targets when they are connected to Data
Cloud. You can use these targets to activate segments or calculated insights to these applications.
Reference:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_activation.htm&type=5

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Question 3

To import campaign members into a campaign in CRM a user wants to export the segment to
Amazon S3. The resulting file needs to include CRM Campaign ID in the name. How can this outcome
be achieved?

  • A. Include campaign identifier into the activation name
  • B. Hard-code the campaign identifier as a new attribute in the campaign activation
  • C. Include campaign identifier into the filename specification
  • D. Include campaign identifier into the segment name
Mark Question:
Answer:

C


Explanation:
You can use the filename specification option in the Amazon S3 activation to customize the name of
the file that is exported. You can use variables such as {campaignId} to include the CRM campaign ID
in the file name. Reference:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.htm&type=5

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Question 4

Which two steps are required when configuring a Marketing Cloud activation?

  • A. Set an Activation Schedule
  • B. Select an Activation Target
  • C. Add Additional Attributes
  • D. Select Contact Points
Mark Question:
Answer:

BD


Explanation:
These two steps are required when configuring a Marketing Cloud activation. You need to select an
activation target that represents a Marketing Cloud business unit and a contact point that represents
a Marketing Cloud data extension. Reference:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud.htm&type=5

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Question 5

What component of Calculated Insights can be included as attribute data in an activation?

  • A. Metrics and Dimensions
  • B. Dimensions
  • C. Metrics
  • D. Filters
Mark Question:
Answer:

B


Explanation:
Dimensions are attributes that can be used to group or filter data in calculated insights. You can
include dimensions as attribute data in an activation by selecting them from the available attributes
list. Reference:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_calculated_insights.htm&type=

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Question 6

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

  • A. Engagement
  • B. Product
  • C. Party
  • D. Sales Order
Mark Question:
Answer:

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

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Question 7

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?

  • A. Transformation Formulas
  • B. Data Harmonization
  • C. Value Suggestion
  • D. Global Picklists
Mark Question:
Answer:

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

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Question 8

What can be customized in the Data Cloud canonical model?

  • A. Fields
  • B. Objects, Fields, and Relationships
  • C. Objects and Fields
  • D. Objects
Mark Question:
Answer:

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

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Question 9

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

  • A. Transaction
  • B. Individual
  • C. Sales Order
  • D. Engagement
Mark Question:
Answer:

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

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Question 10

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?

  • A. Ensure the refresh mode is set to "Upsert" and Refresh only new files" is selected
  • B. Ensure the refresh mode is set to "Full Refresh" and the filename contains a wildcard to accommodate the timestamp
  • C. Ensure the refresh mode is set to "Full Refresh" and "Refresh only new files' is selected
  • D. Advise NTO to change their processes: this configuration is not supported
Mark Question:
Answer:

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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Question 11

Which two statements about Data Cloud's Web and Mobile App connector are true?

  • A. Any Data Streams associated with Web or Mobile connector app will be automatically deleted upon deleting the app from Data Cloud Setup
  • B. Data Cloud administrators can see the status of a Web or Mobile connector app on the app details page
  • C. Tenant Specific Endpoint is auto-generated in Data Cloud when setting up a Mobile or Web app connection
  • D. Mobile and Web SDK schema can be updated to delete an existing field
Mark Question:
Answer:

B, C


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

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Question 12

Which data model subject area should be used for any Organization, Individual, or Member in the
Customer 360 data model?

  • A. Individual
  • B. Global Account
  • C. Party
  • D. Membership
Mark Question:
Answer:

C


Explanation:
The party subject area should be used for any organization, individual, or member in the Customer
360 data model. It includes information such as name, address, email, phone, and loyalty
membership. Reference:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_party.htm&type=5

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Question 13

Which two statements about Data Cloud's Web and Mobile App connector are true?

  • A. Any Data Streams associated with Web or Mobile connector app will be automatically deleted upon deleting the app from Data Cloud Setup
  • B. Data Cloud administrators can see the status of a Web or Mobile connector app on the app details page
  • C. Tenant Specific Endpoint is auto-generated in Data Cloud when setting up a Mobile or Web app connection
  • D. Mobile and Web SDK schema can be updated to delete an existing field
Mark Question:
Answer:

B, C


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

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Question 14

Which two objects or fields are supported for ingestion using the Salesforce CRM connector?

  • A. Custom Big Objects
  • B. Standard Big Objects
  • C. Standard Objects
  • D. Custom Objects
Mark Question:
Answer:

C, D


Explanation:
These two objects or fields are supported for ingestion using the Salesforce CRM connector. You can
select standard or custom objects from your Salesforce CRM org and map them to Data Cloud data
model objects. Reference:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_salesforce_crm.htm&type=5

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Question 15

Which option allows an organization an easy way to ingest Marketing Cloud subscriber profile
attributes into Data Cloud on a daily basis?

  • A. Marketing Cloud Connect API
  • B. Email Studio Starter Data Bundle
  • C. Profile attributes are not yet supported
  • D. Automation Studio and Profile API
Mark Question:
Answer:

D


Explanation:
This option allows an organization an easy way to ingest Marketing Cloud subscriber profile
attributes into Data Cloud on a daily basis. You can use Automation Studio to export profile attributes
to a data extension and use the Profile API to send them to Data Cloud. Reference:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud_data_founda
tion.htm&type=5

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