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Exam Code:Data-Cloud-Consultant
Exam Name:Salesforce Certified Data Cloud Consultant
Certification Provider:Salesforce
Free Question Number:41
Version:v2024-04-23
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# of views:7548
# of Questions views:170671
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Recent Comments (The most recent comments are at the top.)

Herman - Jul 30, 2025

It is so crazy, Ipassed Data-Cloud-Consultant exam with just memorize the Data-Cloud-Consultant questions and answers you offered.

Pooh - Jun 25, 2025

No.# C and D

not Check if correct permissions are configured for the Data Cloud user

Not relevant. Data Cloud users (like Salesforce admins) don’t directly access S3 buckets. It’s the integration/connector IAM role that needs correct permissions.

ฺ้ีBhuree - Jun 17, 2025

No.# The correct answer should be C, since you cannot perform identity resolution before doing data mapping

https://help.salesforce.com/s/articleView?id=sf.c360_a_identity_resolution_overview.htm&type=5

abi - Jun 15, 2025

No.# Correct Answer: B Transaction

abi - Jun 12, 2025

No.# Correct Answer: D
- Segmentation is only supported for the Individual and Unified Individual DMOs.

abi - Jun 11, 2025

No.# Correct Answer: CD
- Check If the file exists in the specified bucket location.
- Check if correct permissions are configured for the S3 user.

abi - Jun 11, 2025

No.# Correct Answer: CD
- The underlying data lake object is mapped to a data model object.
- The underlying data lake object is used in segmentation.

abi - Jun 11, 2025

No.# Correct Answer: AC
- Data deletion requests are reprocessed at 30, 60, and 90 days.
- Data deletion requests are submitted for Individual profiles.

abi - Jun 11, 2025

No.# Correct Answer: CD

- Include campaign identifier in the filename specification.
- Include campaign identifier in the segment name.

Sampson - May 10, 2025

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A63acw - Apr 06, 2025

No.# C&D, A isn't wrong but i wouldnt consider a key consideration as it's reprocessed to ensure the first deletion was complete.

Judy - Mar 31, 2025

No.# A and C

Candance - Jan 30, 2025

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JJ - Jan 25, 2025

No.# The correct answer is A

Explanation:

When using two separate containers linked by an AND, Salesforce Data Cloud treats each container independently. This means the segmentation logic will return individuals who meet the criteria in both containers separately:
• First container: The individual must have purchased at least one product where the color is “red.”
• Second container: The individual must have purchased at least one product where the primary product category is “shoes.”

The AND condition ensures that the individual must satisfy both conditions, but these purchases do not need to occur as a single line item or be part of the same transaction. They can be from different products or purchases  .

Why not the other options?
• B. Individuals who purchased at least one ‘red shoes’ as a single line item in a purchase: This would require both criteria (color = red and category = shoes) to be in the same container, not in separate containers.
• C. Individuals who made a purchase of at least one ‘red shoes’ and nothing else: This logic doesn’t limit the results to individuals who purchased “red shoes” and no other products.
• D. Individuals who purchased at least one of any ‘red’ product or purchased at least one pair of ‘shoes’: This describes an OR condition, not an AND condition....

JJ - Jan 25, 2025

No.# The correct answer is:

D. Engagement

Explanation:

The Engagement data stream category is designed for time-based operations in segmentation and calculated insights. It focuses on event-driven, time-series data such as clicks, page views, purchases, or other interactions, making it ideal for operations that rely on time-specific attributes like timestamps or event dates.

Why not the other options?
• A. Individual: This is used for profile data (e.g., demographic or static attributes) and is not time-based.
• B. Transaction: This is a general category for financial or purchase-related records, but it is not specifically optimized for time-series operations.
• C. Sales Order: This is specific to order transactions and does not cover the broader range of time-based engagement data.

Use Case for Engagement:
• Identifying customers who interacted with a marketing campaign in the past 7 days.
• Calculating insights based on event frequency, such as “most active users this month.”

Edith - Jan 11, 2025

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Mr DC - Dec 24, 2024

No.# Answer should be A,

The most efficient way to guarantee that the various phone number formats are standardized is:

A. Create a formula field to standardize the format.

Here's why:

Efficiency: Formula fields allow you to transform data within the data stream itself. This avoids the need to:
B. Edit and update the data in the source system: This can be time-consuming and may not always be feasible.
C. Assign the PhoneNumber field type: While this helps with data validation, it doesn't automatically standardize existing data.
D. Create a calculated insight after ingestion: Calculated insights are useful for analysis and segmentation, but they don't modify the original data within the data stream.
How to create a formula field for phone number standardization:

Define the formula: The formula should:

Remove any non-numeric characters (hyphens, parentheses, spaces, etc.).
Ensure the country code is present (e.g., +1 for the US).
Format the number according to the E164 standard (e.g., +15551234567).
Implement the formula: Use the available functions within the data stream platform (e.g., REGEX_REPLACE, CONCAT) to create the formula.

Test and validate: Thoroughly test the formula with various phone number formats to ensure accuracy.

By creating a formula field, you can efficiently standardize phone numbers within the data stream, ensuring they are ready for SMS campaigns and other downstream processes....

Rupali Janbandhu - Dec 14, 2024

No.# The correct answer is D. Data Cloud for Marketing Data Aware Specialist. As changes to data model is required.

Lynn - Dec 09, 2024

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Lennon - Dec 03, 2024

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Exam Question List
1 commentQuestion 1: To import campaign members into a campaign in Salesforce CRM...
5 commentQuestion 2: Which data stream category should be assigned to use the dat...
Question 3: A customer has multiple team members who create segment audi...
Question 4: Cumulus Financial wants its service agents to view a display...
Question 5: Which statement about Data Cloud's Web and Mobile Applicatio...
3 commentQuestion 6: A consultant is planning the ingestion of a data stream that...
1 commentQuestion 7: During an implementation project, a consultant completed ing...
Question 8: What does it mean to build a trust-based, first-party data a...
Question 9: A consultant is working in a customer's Data Cloud org and i...
Question 10: Luxury Retailers created a segment targeting high value cust...
2 commentQuestion 11: When creating a segment on an individual, what is the result...
Question 12: Cumulus Financial created a segment called Multiple Investme...
Question 13: Which data model subject area defines the revenue or quantit...
Question 14: Cumulus Financial uses Data Cloud to segment banking custome...
Question 15: Northern Trail Outfitters (NTO), an outdoor lifestyle clothi...
Question 16: A consultant is reviewing a recent activation using engageme...
Question 17: During discovery, which feature should a consultant highligh...
Question 18: A consultant is helping a beauty company ingest its profile ...
1 commentQuestion 19: The recruiting team at Cumulus Financial wants to identify w...
Question 20: A customer wants to use the transactional data from their da...
3 commentQuestion 21: During a privacy law discussion with a customer, the custome...
Question 22: Northern Trail Outfitters (NTO) wants to send a promotional ...
Question 23: Northern Trail Outfitters uploads new customer data to an Am...
Question 24: When performing segmentation or activation, which time zone ...
Question 25: What is Data Cloud's primary value to customers?...
1 commentQuestion 26: Which two dependencies prevent a data stream from being dele...
Question 27: A customer has a requirement to receive a notification whene...
Question 28: A retailer wants to unify profiles using Loyalty ID which is...
Question 29: A customer has a requirement to be able to view the last tim...
Question 30: A customer needs to integrate in real time with Salesforce C...
2 commentQuestion 31: Which two steps should a consultant take if a successfully c...
Question 32: What should an organization use to stream inventory levels f...
Question 33: Northern Trail Outfitters unifies individuals in its Data Cl...
Question 34: A customer wants to create segments of users based on their ...
Question 35: A user is not seeing suggested values from newly-modeled dat...
1 commentQuestion 36: A new user of Data Cloud only needs to be able to review ind...
Question 37: A user Isnot seeing suggested values fromnewly-modeled data ...
1 commentQuestion 38: A Data Cloud consultant recently added a new data source and...
Question 39: What does the Ignore Empty Value option do in identity resol...
Question 40: How can a consultant modify attribute names to match a namin...
Question 41: What is the result of a segmentation criteria filtering on C...