Free Salesforce Data Cloud Consultant Practice Exams - Page 2 of 8

Question #11

A consultant is integrating an Amazon 53 activated campaign with the customer’s destination system. In order for the destination system to find the metadata about the segment, which file on the 53 will contain this information for processing?

A . The .txt file
B . The json file
C . The .csv file
D . The .zip file

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Question #12

Cumulus Financial wants to be able to track the daily transaction volume of each of its customers in real time and send out a notification as soon as it detects volume outside a customer’s normal range.

What should a consultant do to accommodate this request?

A . Use a calculated insight paired with a flow.
B . Use streaming data transform with a flow.
C . Use a streaming insight paired with a data action
D . Use streaming data transform combined with a data action.

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Question #13

What is a reason to create a formula when ingesting a data stream?

A . To concatenate files so they are ingested in the correct sequence
B . To add a unique external identifier to an existing ruleset
C . To transform is date time field into a dale field for use in data mapping
D . To remove duplicate rows of data from the data stream

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Question #14

Cloud Kicks wants to be able to build a segment of customers who have visited its website within the previous 7 days.

Which filter operator on the Engagement Date field fits this use case?

A . Is Between
B . Greater than Last Number of
C . Next Number of Days
D . Last Number of Days

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Question #15

Which operator should a consultant use to create a segment for a birthday campaign that is evaluated daily?

A . Is Today
B . Is Birthday
C . Is Between
D . Is Anniversary Of

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Question #16

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

A . Individual
B . Engagement
C . Sales Order
D . Profile

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Question #17

Data Cloud receives a nightly file of all ecommerce transactions from the previous day.

Several segments and activations depend upon calculated insights from the updated data in order to maintain accuracy in the customer’s scheduled campaign messages.

What should the consultant do to ensure the ecommerce data is ready for use for each of the scheduled activations?

A . Use Flow to trigger a change data event on the ecommerce data to refresh calculated insights and segments before the activations are scheduled to run.
B . Set a refresh schedule for the calculated insights to occur every hour.
C . Ensure the activations are set to Incremental Activation and automatically publish every hour.
D . Ensure the segments are set to Rapid Publish and set to refresh every hour.

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Correct Answer: A
A

Explanation:

The best option that the consultant should do to ensure the ecommerce data is ready for use for each of the scheduled activations is A. Use Flow to trigger a change data event on the ecommerce data to refresh calculated insights and segments before the activations are scheduled to run. This option allows the consultant to use the Flow feature of Data Cloud, which enables automation and orchestration of data processing tasks based on events or schedules. Flow can be used to trigger a change data event on the ecommerce data, which is a type of event that indicates that the data has been updated or changed. This event can then trigger the refresh of the calculated insights and segments that depend on the ecommerce data, ensuring that they reflect the latest data. The refresh of the calculated insights and segments can be completed before the activations are scheduled to run, ensuring that the customer’s scheduled campaign messages are accurate and relevant.

The other options are not as good as option A.

Option B is incorrect because setting a refresh schedule for the calculated insights to occur every hour may not be sufficient or efficient. The refresh schedule may not align with the activation schedule, resulting in outdated or inconsistent data. The refresh schedule may also consume more resources and time than necessary, as the ecommerce data may not change every hour.

Option C is incorrect because ensuring the activations are set to Incremental Activation and automatically publish every hour may not solve the problem. Incremental Activation is a feature that allows only the new or changed records in a segment to be activated, reducing the activation time and size. However, this feature does not ensure that the segment data is updated or refreshed based on the ecommerce data. The activation schedule may also not match the ecommerce data update schedule, resulting in inaccurate or irrelevant campaign messages.

Option D is incorrect because ensuring the segments are set to Rapid Publish and set to refresh every hour may not be optimal or effective. Rapid Publish is a feature that allows segments to be published faster by skipping some validation steps, such as checking for duplicate records or invalid values. However, this feature may compromise the quality or accuracy of the segment data, and may not be suitable for all use cases. The refresh schedule may also have the same issues as option B, as it may

not sync with the ecommerce data update schedule or the activation schedule, resulting in outdated or inconsistent data.

Reference: Salesforce Data Cloud Consultant Exam Guide, Flow, Change Data Events, Calculated Insights, Segments, [Activation]

Question #18

Northern Trail Outfitters (NTO) is getting ready to start ingesting its CRM data into Data Cloud.

While setting up the connector, which type of refresh should NTO expect when the data stream is deployed for the first time?

A . Incremental
B . Manual refresh
C . Partial refresh
D . Full refresh

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Question #19

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?

A . The Salesforce Integration User Is missing Rad permissions on the newly created field.
B . The Salesforce Data Loader application should be used to perform a bulk upload from a desktop.
C . Custom fields on the Case object are not supported for ingesting into Data Cloud.
D . After 24 hours when the data stream refreshes it will automatically include any new fields that were added to the Salesforce CRM.

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Question #20

A global fashion retailer operates online sales platforms across AMFR, FMFA, and APAC. the data formats for customer, order, and product Information vary by region, and compliance regulations require data to remain unchanged in the original data sources They also require a unified view of customer profiles for real-time personalization and analytics.

Given these requirement, which transformation approach should the company implement to standardise and cleanse incoming data streams?

A . Implement streaming data transformations.
B . Implement batch data transformations.
C . Transform data before ingesting into Data Cloud.
D . Use Apex to transform and cleanse data.

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