[2026年03月07日]Salesforce-Data-Cloud究極な学習ガイド
究極なガイドで準備Salesforce-Data-Cloud認定試験Accredited Professionalは2026年更新
質問 # 88
A consultant is building a segment to announce a new product launch for customers that have previously purchased black pants.
How should the consultant place attributes for product color and product type from the Order Product object to meet this criteria?
- A. Place the attributes for product color and product type in a single container.
- B. Place the attribute for product color in one container and the attribute for product type in another container.
- C. Place the attributes for product and product type as direct attributes.
- D. Place an attribute for the "black" calculated insight to dynamically apply
正解：A
解説：
To create a segment based on the product color and product type from the Order Product object, the consultant should place the attributes for product color and product type in a single container. This way, the segment will include only the customers who have purchased black pants, and not those who have purchased black shirts or blue pants. A container is a grouping of attributes that defines a segment of individuals based on a logical AND operation. Placing the attributes in separate containers would result in a segment that includes customers who have purchased any black product or any pants product, which is not the desired criteria. Placing an attribute for the "black" calculated insight would not work, because calculated insights are based on aggregated data and not individual-level data. Placing the attributes as direct attributes would not work, because direct attributes are used to filter individuals based on their profile data, not their order data. References:
Create a Segment in Data Cloud
Learn About Segmentation Tools
Salesforce Launches: Data Cloud Consultant Certification
質問 # 89
An administrator has configured the Salesforce CRM connector and set up a data stream for the Case object.
A new custom field called "Business Priority" was created on the Case object. However, that field is not available when trying to add it in the data stream. What could be causing this issue?
- A. Utilize the Salesforce Dataloader application to perform a bulk upload from a desktop
- B. The Data Cloud administrator does not need to do anything. After 24 hours when the data stream refreshes, it will automatically include any new fields that were added to CRM
- C. The Salesforce Integration User is missing "Read" permissions on the newly created field
- D. Custom fields on the Case objects are not supported for ingesting into Data Cloud
正解：C
解説：
One possible reason why a new custom field is not available inthe data stream is that the Salesforce Integration User, which is used to connect to the CRM source, does not have "Read"permissions on that field2. To fix this issue, the administrator needs to grant the appropriate permissions to the Integration User profile or permission set.
質問 # 90
Which two common use cases can be addressed with Data Cloud?
- A. Understand and act upon customer data to drive more relevant experiences
- B. Harmonize data from multiple sources with a standardized and extendable data model
- C. Safeguard critical business data by serving as a centralized system for backup and disaster recovery
- D. Govern enterprise data lifecycle through a centralized set of policies and processes
正解：A、B
解説：
Data Cloud can address these two common use cases by providing a platform that allows customers to ingest, map, enrich, and activate data from various sources using the Customer 360 data model, and by enabling customers to create segments, insights, and activations based on their customer data. Reference: [Data Cloud Overview], [Customer 360 Data Model], [Data Activation]
質問 # 91
What is the first thing a business stakeholder should focus on whenconsidering a Data Cloud implementation?
- A. Identify activation targets
- B. Obtain cross-organizational buy-in
- C. Review consent and privacy management policies
- D. Identify data sources
正解：B
解説：
This is the first thing a business stakeholder should focus on when considering a Data Cloud implementation.
Obtaining cross-organizational buy-in involves aligning the goals and expectations of different teams and stakeholders who will use or contribute to Data Cloud.
References:https://trailhead.salesforce.com/content/learn/modules/customer-data-platform-basics/get-started-with
質問 # 92
An organization is looking to use Data Cloud to unify data across 5 Salesforce orgs, 2 Marketing Cloud accounts, 6 Amazon S3 Buckets, and 4 Personalization datasets. As far as connection limits are concerned, which platform is going to present a challenge?
- A. Salesforce CRM
- B. Marketing Cloud
- C. Amazon S3 Bucket
- D. Personalization
正解：B
解説：
This platform is going to present a challenge in terms of connection limits for Data Cloud. Data Cloud supports up to 3 Marketing Cloud connections per org, which means that only 3 Marketing Cloud accounts can be connected as data sources or activation targets. The other platforms have higher or no limits for connections.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_limits.htm&type=5
質問 # 93
An analyst from Cloud Kicks needs to get quick Insights to determine the average sales per day during the past week.
What should a consultant recommend?
- A. Lightning web component utilizing Query API
- B. salesforce flows
- C. Segment activation to Azure
- D. Salesforce reports
正解：D
解説：
To help the analyst from Cloud Kicks determine the average sales per day during the past week, Salesforce Reports is the most efficient and straightforward solution. Here's a detailed breakdown:
Understanding Salesforce Reports :Salesforce Reports is a native tool within the Salesforce platform that allows users to create, customize, and analyze data in various formats. It is particularly well-suited for quick insights and ad-hoc analysis without requiring complex development or integrations.
Why Not Other Options?
Option A (Salesforce Flows) : While Salesforce Flows is a powerful automation tool, it is not designed for analytical purposes. Creating a flow to calculate average sales per day would require additional configuration and logic, making it unnecessarily complex for this use case.
Option B (Lightning Web Component Utilizing Query API) : Using a Lightning Web Component with the Query API involves custom development. While this approach is flexible, it is overkill for a simple analytical task like calculating average sales.
Option D (Segment Activation to Azure) : Segment activation refers to exporting segmented customer data to external platforms like Azure. This process is unrelated to generating quick insights and would introduce unnecessary complexity for this requirement.
How Salesforce Reports Can Be Used :
Step 1: Create a Report : Navigate to the Salesforce Reports tab and create a new report based on the relevant object (e.g., Opportunities or Orders).
Step 2: Filter by Date Range : Apply a filter to include only records from the past week. For example, set the
"Close Date" field to "Last Week."
Step 3: Add Summary Fields : Use summary formulas or grouping to calculate total sales for each day. Then, compute the average sales per day by dividing the total sales by the number of days in the range.
Step 4: Run the Report : Execute the report to view the results instantly.
Salesforce Documentation Reference :Salesforce's official documentation highlights that Reports are the go-to tool for analyzing and summarizing data quickly. They are designed to provide actionable insights without requiring advanced technical skills, making them ideal for tasks like calculating average sales.
By leveraging Salesforce Reports, the analyst can efficiently obtain the required insights without additional development or integration efforts.
質問 # 94
A marketing manager at Northern Trail Outfitters wants to Improve marketing return on investment (ROI) by tapping into Insights from Data Cloud Segment Intelligence.
Which permission set does a user need to set this up?
- A. Data Cloud Data Aware Specialist
- B. Cloud Marketing Manager
- C. Data Cloud User
- D. Data Cloud Admin
正解：D
解説：
To configure and use Segment Intelligence in Salesforce Data Cloud for improving marketing ROI, the user requires administrative privileges. Here's the detailed analysis:
Data Cloud Admin (Option D):
Permission Set Scope:
The Data Cloud Admin permission set grants full access to configure advanced Data Cloud features, including Segment Intelligence, which provides AI-driven insights (e.g., audience trends, engagement metrics).
Admins can define metrics, enable predictive models, and analyze segment performance, all critical for optimizing marketing ROI.
Official Documentation:
Salesforce's Data Cloud Permission Sets Guide explicitly states that Segment Intelligence configuration and management require administrative privileges. Only the Data Cloud Admin role can modify data model settings, access AI/ML tools, and apply segment recommendations (Source: "Admin vs. Standard User Permissions").
Why "Cloud Marketing Manager (C)" Is Incorrect:
No Standard Permission Set:
"Cloud Marketing Manager" is not a standard Salesforce Data Cloud permission set. This option may conflate Marketing Cloud roles (e.g., Marketing Manager) with Data Cloud's permission structure.
Marketing Cloud vs. Data Cloud:
While Marketing Cloud has roles like "Marketing Manager," Data Cloud uses distinct permission sets (Admin, User, Data Aware Specialist). Segment Intelligence is a Data Cloud feature and requires Data Cloud- specific permissions.
Other Options:
Data Cloud Data Aware Specialist (A): Provides read-only access to data governance tools but lacks permissions to configure Segment Intelligence.
Data Cloud User (B): Allows basic segment activation and viewing but cannot set up AI-driven insights.
Steps to Validate:
Step 1: Assign the Data Cloud Admin permission set via Setup > Users > Permission Sets.
Step 2: Navigate to Data Cloud > Segment Intelligence to configure analytics, review AI recommendations, and optimize segments.
Step 3: Use insights to refine targeting and measure ROI improvements.
Conclusion: The Data Cloud Admin permission set is required to configure and leverage Segment Intelligence, as it provides the necessary administrative rights to Data Cloud's advanced analytics and AI tools. "Cloud Marketing Manager" is not a valid permission set in Data Cloud.
質問 # 95
The leadership team at Cumulus Financial has declared that customers who have deposited more than
$250,000 in the last 5 years and who are not using advisory services, will be the central focus for all new campaigns in the next year. Which two features support this need?
- A. Report|
- B. Dashboard
- C. Calculated Insight
- D. Segment
正解：C、D
解説：
These two features support the need to calculate each customer's lifetime value (LTV) and create breakdowns of the revenuesourced by different channels. Calculated Insight allows you to create complex calculations based on stored data, such as LTV. Segment allows you to create audiences based on different criteria, such as revenue source. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_calculated_insights.htm&type=5https://help.salesforce.co
質問 # 96
When creating a segment on an individual, what is the result of using two separate containers linked by an AND: At Least 1 of GoodsProduct.Color Is Equal To 'red' AND At Least 1 of GoodsProduct.PrimaryProductCategory Is Equal To shoes'?
- A. Individuals who purchased at least 1 'red shoes' as a single line item in a purchase
- B. Individuals who made a purchase of at least 1 of only 'red shoes' and nothing else
- C. Individuals who purchased at least 1 of any red' product and also purchased at least 1 pair of shoes'
- D. Individuals who purchased at least 1 'red shoes'. 1 of any red' item, or 1 of any 'shoes' item in a purchase
正解：C
解説：
According to the Data Cloud documentation, when using two separate containers linked by an AND operator, the segment includes individuals who meet both conditions. In this case, the segment includes individuals who purchased at least one product with the color attribute equal to 'red', and also purchased at least one product with the primary product category attribute equal to 'shoes'. The products do not have to be the same or in the same order line item.
質問 # 97
What is the first step to set up and configure a Data Cloud instance after it has been provisioned?
- A. Connect to the Salesforce CRM org Data Cloud is provisioned in
- B. Complete the Salesforce Data Cloud "Get Started'' process
- C. Enable Customer Data Cloud Admin permission set to the relevant Salesforce CRM user
- D. Connect to the Marketing Cloud Account Data Cloud is provisioned in
正解：A
解説：
This is the first step to set up and configure a Data Cloud instance after it has been provisioned. The customer needs to connect to the Salesforce CRM org that Data Cloud is provisioned in, using theSalesforce CRM connector. This will allow Data Cloud to access the CRM data and map it to the Customer 360 data model.
References: [Salesforce CRM Connector], [Data Cloud Setup]
質問 # 98
What is the relationship between Individual and Contact Point Objects?
- A. 1:1
- B. None of the above
- C. Many: Many
- D. 1: Many
正解：D
解説：
The relationship between Individual and Contact Point Objects is 1: Many. This means that one Individual can have many Contact Points, such as email addresses, phone numbers, or postal addresses, but each Contact Point can only belong to one Individual. Reference: Data Model Overview
質問 # 99
Which authentication type is supported for a Cloud File Storage activation target?
- A. Using access and secret keys
- B. Using private key certificate
- C. Using encrypted username and password
- D. Using JWT token
正解：A
解説：
To create a Cloud File Storage activation target, you need to provide access and secret keys for authentication5. These keys are generated by your cloud storage provider, such as Amazon S3 or Google Cloud Storage.
質問 # 100
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. Greater than Last Number of
- B. Is Between
- C. Next Number of Days
- D. Last Number of Days
正解：D
解説：
The filter operator Last Number of Days allows you to filter on date fields using a relative date range that specifies the number of days before today. For example, you can use this operator to filter on customers who have visited your website in the last 7 days, or the last 30 days, or any number of days you want. This operator is useful for creating dynamic segments that update automatically based on the current date12. References:
Relative Date Filter Reference
Create Filtered Segments
質問 # 101
What does it mean to build a trust-based, first-party data asset?
- A. To provide trusted, first-party data in the Data Cloud Marketplace that follows all complianceregulations
- B. To provide transparency and security for data gathered from individuals who provide consentfor its use and receive value in exchange
- C. To obtain competitive data from reliable sources through interviews, surveys, and polls
- D. To ensure opt-in consents are collected for all email marketing as required by law
正解：B
解説：
Building a trust-based, first-party data asset means collecting, managing, and activating data from your own customers and prospects in a way that respects their privacy and preferences. It also means providing them with clear and honest information about how you use their data, what benefits they can expect from sharing their data, and how they can control their data. By doing so, you can create a mutually beneficial relationship with your customers, where they trust you to use their data responsibly and ethically, and you can deliver more relevant and personalized experiences to them. A trust-based, first-party data asset can help you improve customer loyalty, retention, and growth, as well as comply with data protection regulations and standards. References: Use first-party data for a powerful digital experience, Why first-party data is the key to data privacy, Build a first-party data strategy
質問 # 102
Which two statements are true about using consent API and exercising right to be forgotten?
- A. Data Deletion requests are reprocessed at 30, 60, and 90 days
- B. Data deletion requests submitted to Data Cloud are passed to all connected Salesforce Clouds
- C. Data Deletion requests are submitted for Individual profiles
- D. Data Deletion requests are processed within 1 hour
正解：A、C
解説：
These two statements are true about using consent API and exercising right to be forgotten. Data deletion requests are reprocessed at regular intervals to ensure that any new data related to the individual is deleted.
Data deletion requests are submitted for individual profiles that represent unique identities in Data Cloud.
References: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_consent_api.htm&type=5
質問 # 103
Which data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights?
- A. Engagement
- B. Individual
- C. Transaction
- D. Sales Order
正解：C
解説：
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&type=5
質問 # 104
Which two steps are required when configuring a Marketing Cloudactivation?
- A. Select an Activation Target
- B. Add Additional Attributes
- C. Select Contact Points
- D. Set an Activation Schedule
正解：A、C
解説：
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.References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud.htm&
質問 # 105
What does the Source Sequence reconciliation rule do in Identity Resolution?
- A. Sets the priority of specific data sources when building attributes in a unified profile such as a first or last name
- B. Includes data from sources where the data is alphanumerically sequenced
- C. Identifies which individual records should be merged into a unified profile by setting a priority for specific data sources
- D. Identifies which data sources should be used in the process of reconciliation by prioritizing the most recently updated data source
正解：A
解説：
The Source Sequence reconciliation rule allows you to sort your data sources in order of most to least preferred for inclusion in a unified profile9. For example, you can specify that data from Marketing Cloud should have higher priority than data from Service Cloud when selecting attributes such as first name or last name.
質問 # 106
Cloud Kicks plans to do a full deletion of one of its existing data streams and its underlying data lake object (DLO).
What should the consultant consider before deleting the data stream?
- A. The underlying DLO cannot be mapped to a data model object.
- B. The data stream must be associated with a data kit.
- C. The data stream can be deleted without implicitly deleting the underlying DLO.
- D. The underlying DLO can be used in a data transform.
正解：D
解説：
Data Streams and DLOs: In Salesforce Data Cloud, data streams are used to ingest data, which is then stored in Data Lake Objects (DLOs).
Deletion Considerations: Before deleting a data stream, it's crucial to consider the dependencies and usage of the underlying DLO.
Data Transform Usage:
Impact of Deletion: If the underlying DLO is used in a data transform, deleting the data stream will affect any transforms relying on that DLO.
Dependency Check: Ensure that the DLO is not part of any active data transformations or processes that could be disrupted by its deletion.
References:
Salesforce Data Cloud Documentation: Data Streams
Salesforce Data Cloud Documentation: Data Transforms
質問 # 107
What can be customized in the Data Cloud canonical model?
- A. Objects and Fields
- B. Objects, Fields, and Relationships
- C. Fields
- D. Objects
正解：B
解説：
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.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_canonical_model.htm&type=5
質問 # 108
Which two statements are true about using consent API and exercising right to be forgotten?
- A. Data Deletion requests are reprocessed at 30, 60, and 90 days
- B. Data deletion requests submitted to DataCloud are passed to all connected Salesforce Clouds
- C. Data Deletion requests are submitted for Individual profiles
- D. Data Deletion requests are processed within 1 hour
正解：A、C
解説：
These two statements are true about using consent API and exercising right to be forgotten. Data deletion requests are reprocessed at regular intervals to ensure that any new data related tothe individual is deleted.
Data deletion requests are submitted for individual profiles that represent unique identities in Data Cloud.References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_consent_api.htm&type=5
質問 # 109
A customer has a requirement to be able to view the last time each segment was published within their Data Cloud org.
Which two features should the consultant recommend to best address this requirement?
Choose 2 answers
- A. Calculated insight
- B. Report
- C. Profile Explorer
- D. Dashboard
正解：B、D
解説：
A customer who wants to view the last time each segment was published within their Data Cloud org can use the dashboard and report features to achieve this requirement. A dashboard is a visual representation of data that can show key metrics, trends, and comparisons. A report is a tabular or matrix view of data that can show details, summaries, and calculations. Both dashboard and report features allow the user to create, customize, and share data views based on their needs and preferences. To view the last time each segment was published, the user can create a dashboard or a report that shows the segment name, the publish date, and the publish status fields from the segment object. The user can also filter, sort, group, or chart the data by these fields to get more insights and analysis. The user can also schedule, refresh, or export the dashboard or report data as needed. References: Dashboards, Reports
質問 # 110
A consultant needs to package Data Cloud components from one
organization to another.
Which two Data Cloud components should the consultant include in a
data kit to achieve this goal?
Choose 2 answers
- A. Identity resolution rulesets
- B. Segments
- C. Data model objects
- D. Calculated insights
正解：A、C
解説：
To package Data Cloud components from one organization to another, the consultant should include the following components in a data kit:
Data model objects: These are the custom objects that define the data model for Data Cloud, such as Individual, Segment, Activity, etc. They store the data ingested from various sources and enable the creation of unified profiles and segments1.
Identity resolution rulesets: These are the rules that determine how data from different sources are matched and merged to create unified profiles. They specify the criteria, logic, and priority for identity resolution2. References:
1: Data Model Objects in Data Cloud
2: Identity Resolution Rulesets in Data Cloud
質問 # 111
When performing Segmentation or Activation, which timezone is used to publish and refresh data?
- A. Timezone set by the Salesforce Data Cloud org
- B. Timezone of the user defining the activity
- C. Timezone is explicitly specified when creating a segment or activation
- D. Timezone of the Data Cloud Admin user
正解：A
解説：
According to the Salesforce Data Cloud documentation1, the timezone used for Segmentation and Activation is the one set by the Salesforce Data Cloud org, not by the individual user or admin. This ensures consistency and accuracy across different users and regions.
質問 # 112
......
Accredited Professional基礎問題Salesforce-Data-Cloud試験練習問題集：https://jp.fast2test.com/Salesforce-Data-Cloud-premium-file.html
リアルSalesforce-Data-Cloud問題集でSalesforce明確な解答を試そう：https://drive.google.com/open?id=1YKYlM5fpXSV-IzQOGhT2GHaet_gw8SWD