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| Section | Weight | Objectives |
|---|---|---|
| Segmentation and Insights | 18% | - Segment membership analysis - Insight implementation - Calculated vs streaming insights - Segment creation and configuration |
| Data Cloud Overview | 18% | - Business value and use cases - Architecture and ecosystem - Core concepts and terminology |
| Data Cloud Setup and Administration | 12% | - Data spaces and configuration - Monitoring and maintenance tools - Permissions and access control - Data streams and data bundles |
| Act on Data | 18% | - Attribute usage and management - Troubleshooting activations - Activation concepts and use cases - Process automation and triggering |
| Identity Resolution | 14% | - Conflict resolution - Unified profile creation - Identity use cases - Matching and reconciliation rules |
| Data Ingestion and Modeling | 20% | - Ingestion from various sources - Data modeling best practices - Data validation and inspection - Transformation and mapping |
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NEW QUESTION # 15
A consultant is reviewing a recent activation using engagement-based related attributes but is not seeing any related attributes in their payload for the majority of their segment members.
Which two areas should the consultant review to help troubleshoot this issue?
Choose 2 answers
Answer: A,C
Explanation:
Engagement-based related attributes are attributes that describe the interactions of a person with an email message, such as opens, clicks, unsubscribes, etc. These attributes are stored in the Engagement data model object (DMO) and can be added to an activation to send more personalized communications. However, there are some considerations and limitations when using engagement-based related attributes, such as:
For engagement data, activation supports a 90-day lookback window. This means that only the attributes from the engagement events that occurred within the last 90 days are considered for activation. Any records outside of this window are not included in the activation payload. Therefore, the consultant should review the event time of the related engagement events and make sure they are within the lookback window.
The correct path to the related attributes must be selected for the activation. A path is a sequence of DMOs that are connected by relationships in the data model. For example, the path from Individual to Engagement is Individual -> Email -> Engagement. The path determines which related attributes are available for activation and how they are filtered. Therefore, the consultant should review the path selection and make sure it matches the desired related attributes and filters.
The other two options are not relevant for this issue. The activations can reference segments that segment on profile data rather than engagement data, as long as the activation target supports related attributes. The activated profiles do not need to have a Unified Contact Point, which is a unique identifier for a person across different data sources, to activate engagement-based related attributes. References: Add Related Attributes to an Activation, Related Attributes in Data Cloud activation have no values, Explore the Engagement Data Model Object
NEW QUESTION # 16
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?
Answer: A,C
Explanation:
These two options are recommended ways to bring transactional data from a data warehouse into Data Cloud via a SFTP site. You can use the Cloud Storage Connector to ingest files from Google Cloud Storage or Amazon S3 buckets into Data Cloud. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_google_cloud_storage.htm&type=5 https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.htm&type=5
NEW QUESTION # 17
Cumulus Financial wants its service agents to view a display of all cases associated with a Unified Individual on a contact record.
Which two features should a consultant consider for this use case?
Choose 2 answers
Answer: A,D
Explanation:
A Unified Individual is a profile that combines data from multiple sources using identity resolution rules in Data Cloud. A Unified Individual can have multiple contact points, such as email, phone, or address, that link to different systems and records. A consultant can use the following features to display all cases associated with a Unified Individual on a contact record:
Profile API: This is a REST API that allows you to retrieve and update Unified Individual profiles and related attributes in Data Cloud. You can use the Profile API to query the cases that are related to a Unified Individual by using the contact point ID or the unified ID as a filter. You can also use the Profile API to update the Unified Individual profile with new or modified case information from other systems.
Lightning Web Components: These are custom HTML elements that you can use to create reusable UI components for your Salesforce apps. You can use Lightning Web Components to create a custom component that displays the cases related to a Unified Individual on a contact record. You can use the Profile API to fetch the data from Data Cloud and display it in a table, list, or chart format. You can also use Lightning Web Components to enable actions, such as creating, editing, or deleting cases, from the contact record.
The other two options are not relevant for this use case. A Data Action is a type of action that executes a flow, a data action target, or a data action script when an insight is triggered. A Data Action is used for activation and personalization, not for displaying data on a contact record. A Query APL is a query language that allows you to access and manipulate data in Data Cloud. A Query APL is used for data exploration and analysis, not for displaying data on a contact record. References: Profile API Developer Guide, Lightning Web Components Developer Guide, Create Unified Individual Profiles Unit
NEW QUESTION # 18
Northern Trail Outfitters has the following customer data to ingest into Data Cloud and use for segmentation.
1. Propensity to purchase
2. Has active membership
3. Work email address
Which data types should the consultant use when ingesting this data?
Answer: D
Explanation:
When ingesting customer data into Data Cloud, it is critical to use the correct data types to ensure proper segmentation and usage. Here's how the consultant should handle the provided data points:
Propensity to Purchase :
This represents a likelihood or probability value, typically expressed as a percentage (e.g., 75%).
The appropriate data type for this field is Percent , which allows for easy interpretation and use in segmentation.
Has Active Membership :
This is a binary value indicating whether a customer has an active membership (e.g., "Yes" or "No").
The correct data type for this field is Boolean , which supports true/false values.
Work Email Address :
This is a standard email address field.
The appropriate data type is Email , which ensures proper validation and formatting.
Why Not Other Options?
A). Number, Text, URL: These data types are incorrect because "Propensity to Purchase" should be a percentage, not a generic number. Similarly, "Work Email Address" should be an email type, not a URL.
C). Number, Boolean, Text: While "Number" could work for propensity scores, it lacks the semantic meaning of a percentage. Additionally, "Text" is not suitable for email addresses.
D). Percent, Number, Email: Using "Number" for "Has Active Membership" is incorrect because it is a binary value, not a numeric one.
By selecting Percent, Boolean, Email , the consultant ensures that the data is correctly formatted and ready for segmentation and analysis.
NEW QUESTION # 19
Which three objects are created as a result of Identity Resolution?
Answer: A,B,C
Explanation:
Identity Resolution creates three types of objects8:
Unified Individual: This object represents the unified profile of an individual, which contains attributes from multiple sources.
Unified Contact Point: This object represents the unified contact information of an individual, such as email, phone, address, or app.
Unified Link: This object represents the link between an Individual object and a Unified Individual object, or between a Contact Point object and a Unified Contact Point object.
NEW QUESTION # 20
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