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Salesforce Data-Cloud-Consultant Sample Questions and Answers | SPOTO

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Question #1
What are the two minimum requirements needed when using the Visual Insights Builder to create a Calculated Insight?
A. WHERE clause is requiredcorrect
B. At least two objects to join
C. At least one dimensioncorrect
D. At least one measurecorrect
View answer
Correct Answer: ACD
Question #2
What does it mean to build a trust-based, first-party data asset?
A. Pass the trust-based compliance rules as a first-party data asset is added to Data Cloud
B. Provide transparency and security for data gathered from individuals who provide consent for its use and receive value in exchange
C. Obtain competitive data from reliable sources through interviews, surveys, and polls
D. Ensure opt-in consents are collected for all email marketing as required by lawThis is what it means to build a trust-based, first-party data asset
View answer
Correct Answer: B
Question #3
What is the correct formula to display the value of the raw data column of "RetailPrice' plus an additional 5 percent?
A. sourceField['RetailPrice1*l
B. SELECT(['RetailPrice']*1
C. sourceField['retailprice']*1
D. SELECT(['retailprice']*1
View answer
Correct Answer: C
Question #4
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 Setupcorrect
B. Data Cloud administrators can see the status of a Web or Mobile connector app on the app detailspagecorrect
C. Tenant Specific Endpoint is auto-generated in Data Cloud when setting up a Mobile or Web app connectioncorrect
D. Mobile and Web SDK schema can be updated to delete an existing field
View answer
Correct Answer: ABC
Question #5
Which feature can integrate in real time with Salesforce CRM?
A. Data Actionscorrect
B. Identity Resolution
C. CRM Starter Bundle
D. Data Model Triggers
View answer
Correct Answer: A
Question #6
Cumulus Financial is currently using Data Cloud and ingesting transactional data from its backend system via an S3 Connector in upsert mode. During the initial setup six months ago, the company created a formula field in Data Cloud to create a custom classification. It now needs to update this formula to account for more classifications. What should the consultant keep in mind with regard to formula field updates when using the S3 Connector?
A. Data Cloud will initiate a full refresh of data from $3 and will update the formula on all records
B. Data Cloud will only update the formula on a go-forward basis for new records
C. Data Cloud does not support formula field updates for data streams of type upsert
D. Data Cloud will update the formula for all records at the next incremental upsert refresh
View answer
Correct Answer: A
Question #7
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. Partycorrect
D. Membership
View answer
Correct Answer: C
Question #8
Luxury Retailers created a segment targeting high value customers that it activates through Marketing Cloud for email communication. The company notices that the activated count is smaller than the segment count. What is a reason for this?
A. Marketing Cloud activations apply a frequency cap and limit the number of records that can be sent in an activation
B. Data Cloud enforces the presence of Contact Point for Marketing Cloud activations
C. Marketing Cloud activations automatically suppress individuals who are unengaged and have not opened or clicked on an email in the last six months
D. Marketing Cloud activations only activate those individuals that already exist in Marketing Cloud
View answer
Correct Answer: B
Question #9
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 willcontain this information for processing?
A. The
B. The json file
C. The
D. The
View answer
Correct Answer: B
Question #10
Which two characteristics describe the Customer 360 data model?
A. A Conceptual Model
B. A Static Model
C. A Product Sold By Salesforce
D. A Canonical Model
View answer
Correct Answer: AD
Question #11
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 Suggestioncorrect
D. Global Picklists
View answer
Correct Answer: C
Question #12
Which two steps should a consultant take if a successfully configured Amazon S3 data stream fails to refresh with a "NO FILE FOUND" error message? Choose 2 answers
A. Check if correct permissions are configured for the Data Cloud user
B. Check if the Amazon S3 data source is enabled in Data Cloud Setup
C. Check If the file exists in the specified bucket location
D. Check if correct permissions are configured for the S3 user
View answer
Correct Answer: AC
Question #13
Which data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights?
A. Transactioncorrect
B. Individual
C. Sales Order
D. Engagement
View answer
Correct Answer: A
Question #14
What component of Calculated Insights can be included as attribute data in an activation?
A. Metrics and Dimensions
B. Dimensionscorrect
C. Metrics
D. Filters
View answer
Correct Answer: B
Question #15
A consultant is setting up Data Cloud for a multi-brand organization and is using data spaces to segregate its data for various brands.While starting the mapping of a data stream, the consultant notices that they cannot map the object for one of the brands.What should the consultant do to make the object available for a new data space?
A. Create a new data stream and map the second data stream to the data space
B. Copy data from the default data space to a new DMO using the Data Copy feature and link this DMO to the new data space
C. Create a batch transform to split data between different data spaces
D. Navigate to the Data Space tab and select the object to be included in the new data space
View answer
Correct Answer: D
Question #16
A consultant is setting up a data stream with transactional data,Which field type should the consultant choose to ensure that leading zeros in the purchase order number are preserved?
A. Text
B. Number
C. Decimal
D. SerialThe field type Text should be chosen to ensure that leading zeros in the purchase order number are preserved
View answer
Correct Answer: A
Question #17
Which data model subject area defines the revenue or quantity for an opportunity by product family?
A. Engagement
B. Product
C. Party
D. Sales Ordercorrect
View answer
Correct Answer: D
Question #18
Which two dependencies prevent a data stream from being deleted? Choose 2 answers
A. The underlying data lake object is used in activation
B. The underlying data lake object is used in a data transform
C. The underlying data lake object is mapped to a data model object
D. The underlying data lake object is used in segmentation
View answer
Correct Answer: BC
Question #19
Which three options can be used to build a filter in the Segmentation Canvas?
A. Data Lake Objectscorrect
B. Streaming Insightscorrect
C. Calculated Insightscorrect
D. Related Attributes
E. Direct Attributescorrect
View answer
Correct Answer: ABCE
Question #20
A customer wants to use the transactional data from their data warehouse in Data Cloud. They are only able to export the data via a SFTP site. What are two recommended ways to bring this data into Data Cloud?
A. Manually import the file using the Data Import Wizardcorrect
B. Utilize Salesforce's Dataloader application to perform a bulk upload from a desktop
C. Import the file into Google Cloud Storage and ingest with the Cloud Storage Connectorcorrect
D. Import the file into Amazon S3 and ingest with the Cloud Storage Connectorcorrect
View answer
Correct Answer: ACD
Question #21
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
View answer
Correct Answer: B
Question #22
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 timestampcorrect
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
View answer
Correct Answer: B
Question #23
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. Partycorrect
D. Membership
View answer
Correct Answer: C
Question #24
What is allowed when editing a Calculated Insight?
A. Removing existing measures
B. Adding new measurescorrect
C. Adding new dimensions
D. Removing existing dimensions
View answer
Correct Answer: B
Question #25
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 Suggestioncorrect
D. Global Picklists
View answer
Correct Answer: C
Question #26
A retailer wants to unify profiles using Loyalty ID which is different than the unique ID of their customers. Which object should the consultant use in identity resolution to perform exact match rules on the Loyalty ID?
A. Party Identification objectcorrect
B. Loyalty Identification object
C. Individual object
D. Contact Identification object
View answer
Correct Answer: A
Question #27
A segment fails to refresh with the error "Segment references too many Data Lake Objects (DLOs)". What are two remedies for this issue?
A. Space out the segment schedules to reduce Data Lake Object loadcorrect
B. Refine segmentation criteria to limit up to 5 custom DMOs
C. Split the segment into smaller segmentscorrect
D. Use Calculated Insights in order to reduce the complexity of the segmentation querycorrect
View answer
Correct Answer: ACD
Question #28
Cloud Kicks has received a Request to be Forgotten by a customer. In which two ways can Data Cloud honor this request?
A. Use Data Explorer to locate and manually remove the Individualcorrect
B. Use the Consent API to suppress processing and delete the individual and related records from source data streamscorrect
C. Delete the data from the incoming data stream and perform a full refresh
D. Add the Individual Id to a headerless file and use the delete from file functionalitycorrect
View answer
Correct Answer: ABD
Question #29
Why is segmenting a customer base important for developing marketing strategies?
A. It allows for one-size-fits-all messaging
B. It ensures that marketing efforts are uniformly distributed across all potential customers
C. It guarantees increased sales without additional marketing efforts
D. It enables personalized and targeted marketing efforts that are more likely to resonate with specific groups
View answer
Correct Answer: D
Question #30
Which data model subject area defines the revenue or quantity for an opportunity by product family?
A. Engagement
B. Product
C. Party
D. Sales Ordercorrect
View answer
Correct Answer: D

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