2025 Fully Updated Data Cloud Consultant Dumps (V12.02) -Turn Your Salesforce Certified Data Cloud Consultant Certification Goals into Reality

1. Northern Trail Outfitters (NTD) creates a calculated insight to compute recency, frequency, monetary {RFM) scores on its unified individuals. NTO then creates a segment based on these scores that it activates to a Marketing Cloud activation target.

Which two actions are required when configuring the activation? Choose 2 answers

2. A customer is concerned that the consolidation rate displayed in the identity resolution is quite low compared to their initial estimations.

Which configuration change should a consultant consider in order to increase the consolidation rate?

3. A customer is trying to activate data from Data Cloud to an Amazon S3 Cloud File Storage Bucket.

Which authentication type should the consultant recommend to connect to the S3 bucket from Data Cloud?

4. A consultant has an activation that is set to publish every 12 hours, but has discovered that updates to the data prior to activation are delayed by up to 24 hours.

Which two areas should a consultant review to troubleshoot this issue? Choose 2 answers

5. Northern Trail Outfitters wants to use some of its Marketing Cloud data in Data Cloud.

Which engagement channel data will require custom integration?

6. Which permission setting should a consultant check if the custom Salesforce CRM object is not available in New Data Stream configuration?

7. Which two common use cases can be addressed with Data Cloud? Choose 2 answers

8. Where is value suggestion for attributes in segmentation enabled when creating the DMO?

9. A Data Cloud customer wants to adjust their identity resolution rules to increase their accuracy of matches. Rather than matching on email address, they want to review a rule that joins their CRM Contacts with their Marketing Contacts, where both use the CRM ID as their primary key.

Which two steps should the consultant take to address this new use case? Choose 2 answers

10. Which consideration related to the way Data Cloud ingests CRM data is true?

A. CRM data cannot be manually refreshed and must wait for the next scheduled synchronization,

B. The CRM Connector's synchronization times can be customized to up to 15-minute intervals.

C. Formula fields are refreshed at regular sync intervals and are updated at the next full refresh.

D. The CRM Connector allows standard fields to stream into Data Cloud in real time.

11. What does the Source Sequence reconciliation rule do in identity resolution?

12. Which two dependencies prevent a data stream from being deleted? Choose 2 answers

13. What should a user do to pause a segment activation with the intent of using that segment again?

A. Deactivate the segment.

B. Delete the segment.

C. Skip the activation.

D. Stop the publish schedule.

14. When creating a segment on an individual, what is the result of using two separate containers linked by an AND as shown below?

GoodsProduct | Count | At Least | 1

Color | Is Equal To | red

AND

GoodsProduct | Count | At Least | 1

PrimaryProductCategory | Is Equal To | shoes

15. What should an organization use to stream inventory levels from an inventory management system into Data Cloud in a fast and scalable, near-real-time way?

16. Northern Trail Outfitters (NTO), an outdoor lifestyle clothing brand, recently started a new line of business. The new business specializes in gourmet camping food. For business reasons as well as security reasons, it's important to NTO to keep all Data Cloud data separated by brand.

Which capability best supports NTO's desire to separate its data by brand?

17. Cumulus Financial created a segment called High Investment Balance Customers. This is a foundational segment that includes several segmentation criteria the marketing team should consistently use.

Which feature should the consultant suggest the marketing team use to ensure this consistency when creating future, more refined segments?

18. Cumulus Financial uses Service Cloud as its CRM and stores mobile phone, home phone,

and work phone as three separate fields for its customers on the Contact record. The company plans to use Data Cloud and ingest the Contact object via the CRM Connector.

What is the most efficient approach that a consultant should take when ingesting this data to ensure all the different phone numbers are properly mapped and available for use in activation?

19. A customer has a Master Customer table from their CRM to ingest into Data Cloud. The table contains a name and primary email address, along with other personally Identifiable information (Pll).

How should the fields be mapped to support identity resolution?

20. Cloud Kicks received a Request to be Forgotten by a customer.

In which two ways should a consultant use Data Cloud to honor this request? Choose 2 answers

21. Cumulus Financial uses Data Cloud to segment banking customers and activate them for direct mail via a Cloud File Storage activation. The company also wants to analyze individuals who have been in the segment within the last 2 years.

Which Data Cloud component allows for this?

22. What is Data Cloud's primary value to customers?

23. During an implementation project, a consultant completed ingestion of all data streams for their customer.

Prior to segmenting and acting on that data, which additional configuration is required?

24. Northern Trail Outfitters (NTO) wants to connect their B2C Commerce data with Data Cloud and bring two years of transactional history into Data Cloud.

What should NTO use to achieve this?

25. A customer has a requirement to receive a notification whenever an activation fails for a particular segment.

Which feature should the consultant use to solution for this use case?

26. 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

27. A consultant is discussing the benefits of Data Cloud with a customer that has multiple disjointed data sources.

Which two functional areas should the consultant highlight in relation to managing customer data? Choose 2 answers

28. A retailer wants to unify profilezs 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?

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

30. Which configuration supports separate Amazon S3 buckets for data ingestion and activation?

31. A customer wants to use the transactional data from their data warehouse in Data Cloud.

They are only able to export the data via an SFTP site.

How should the file be brought into Data Cloud?

32. When performing segmentation or activation, which time zone is used to publish and refresh data?

33. 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?

34. 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?

35. Northern Trail Outfitters wants to implement Data Cloud and has several use cases in mind.

Which two use cases are considered a good fit for Data Cloud? Choose 2 answers

36. What does it mean to build a trust-based, first-party data asset?

37. What is the result of a segmentation criteria filtering on City | Is Equal To | 'San José'?

38. During a privacy law discussion with a customer, the customer indicates they need to honor requests for the right to be forgotten. The consultant determines that Consent API will solve this business need.

Which two considerations should the consultant inform the customer about? Choose 2 answers

39. To import campaign members into a campaign in Salesforce CRM, a user wants to export the segment to Amazon S3. The resulting file needs to include the Salesforce CRM Campaign ID in the name.

What are two ways to achieve this outcome? Choose 2 answers

40. How can a consultant modify attribute names to match a naming convention in Cloud File Storage targets?

41. Northern Trail Qutfitters wants to be able to calculate each customer's lifetime value {LTV)

but also create breakdowns of the revenue sourced by website, mobile app, and retail channels.

What should a consultant use to address this use case in Data Cloud?

42. A consultant wants to ensure that every segment managed by multiple brand teams adheres to the same set of exclusion criteria, that are updated on a monthly basis.

What is the most efficient option to allow for this capability?

43. A customer needs to integrate in real time with Salesforce CRM.

Which feature accomplishes this requirement?

44. A user wants to be able to create a multi-dimensional metric to identify unified individual lifetime value (LTV).

Which sequence of data model object (DMO) joins is necessary within the calculated Insight to enable this calculation?

45. Cumulus Financial created a segment called Multiple Investments that contains individuals who have invested in two or more mutual funds.

The company plans to send an email to this segment regarding a new mutual fund offering, and wants to personalize the email content with information about each customer's current mutual fund investments.

How should the Data Cloud consultant configure this activation?

A. Include Fund Type equal to "Mutual Fund" as a related attribute. Configure an activation based on the new segment with no additional attributes.

B. Choose the Multiple Investments segment, choose the Email contact point, add related attribute Fund Name, and add related attribute filter for Fund Type equal to "Mutual Fund".

C. Choose the Multiple Investments segment, choose the Email contact point, and add related attribute Fund Type.

D. Include Fund Name and Fund Type by default for post processing in the target system.

46. 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?

47. A customer notices that their consolidation rate has recently increased. They contact the consultant to ask why.

What are two likely explanations for the increase? Choose 2 answers

48. A client wants to bring in loyalty data from a custom object in Salesforce CRM that contains

a point balance for accrued hotel points and airline points within the same record. The client wants to split these point systems into two separate records for better tracking and processing.

What should a consultant recommend in this scenario?

49. A segment fails to refresh with the error "Segment references too many data lake objects (DLOS)".

Which two troubleshooting tips should help remedy this issue? Choose 2 answers

50. An organization wants to enable users with the ability to identify and select text attributes from a picklist of options.

Which Data Cloud feature should help with this use case?

51. A consultant is working in a customer's Data Cloud org and is asked to delete the existing identity resolution ruleset.

Which two impacts should the consultant communicate as a result of this action? Choose 2 answers

52. Northern Trail Outfitters uploads new customer data to an Amazon S3 Bucket on a daily basis to be ingested in Data Cloud.

In what order should each process be run to ensure that freshly imported data is ready and available to use for any segment?

53. 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?

54. Which two requirements must be met for a calculated insight to appear in the segmentation canvas? Choose 2 answers

55. A customer requests that their personal data be deleted.

Which action should the consultant take to accommodate this request in Data Cloud?

56. What does the Ignore Empty Value option do in identity resolution?

57. Northern Trail Outfitters (NTO) is configuring an identity resolution ruleset based on Fuzzy Name and Normalized Email.

What should NTO do to ensure the best email address is activated?

58. A customer wants to create segments of users based on their Customer Lifetime Value.

However, the source data that will be brought into Data Cloud does not include that key performance indicator (KPI).

Which sequence of steps should the consultant follow to achieve this requirement?

59. During discovery, which feature should a consultant highlight for a customer who has multiple data sources and needs to match and reconcile data about individuals into a single unified profile?

A. Data Cleansing

B. Harmonization

C. Data Consolidation

D. Identity Resolution

60. Northern Trail Outfitters (NTO) wants to send a promotional campaign for customers that have purchased within the past 6 months. The consultant created a segment to meet this requirement.

Now, NTO brings an additional requirement to suppress customers who have made purchases within the last week.

What should the consultant use to remove the recent customers?