Data 360 Consultant Practice Test 9 — 10 Questions

Question 1

Which TWO attributes or objects are commonly mapped during the configuration of an activation for digital marketing channels? (Choose two.)

Accepted Answer

Contact Point Email or Contact Point Phone for channel delivery.. Digital marketing activations commonly require contact points (email or phone) and unified individual attributes for personalization.

Answer

Salesforce Core CPQ Quote Line Item IDs.

Answer

Einstein Studio machine learning model training coefficients.

Answer

Data Stream Ingestion raw staging table GUIDs.

Question 2

A Data Cloud Consultant is reviewing the available connectors and ingestion capabilities in Data Cloud. Which THREE data sources are natively supported for direct integration and ingestion without requiring custom middleware? (Choose three.)

Accepted Answer

Amazon S3 (Cloud Storage). Data Cloud provides robust native connectors for Salesforce CRM, Marketing Cloud Engagement, and cloud storage providers like Amazon S3.

Answer

A custom on-premise relational database via direct ODBC driver installation.

Answer

A legacy local file server accessed via FTP without intermediate cloud storage.

Question 3

A marketing user attempts to include profile attributes in an activation to Marketing Cloud Engagement, but certain attributes from a related Data Model Object (DMO) are greyed out and cannot be added. What is the reason for this restriction?

Accepted Answer

The related DMO does not have a valid cardinality relationship mapped back to the segment's root DMO.. Activation memberships and attributes are governed by the relationships defined in the Data Model, and attributes must maintain a direct or supported cardinality path to the Segment-on object.

Answer

The attributes are stored as Measure data types instead of Dimension data types.

Answer

Marketing Cloud Engagement only allows up to 5 attributes per activation.

Answer

The user does not have Field-Level Security on the Core CRM object.

Question 4

Which TWO options represent valid destinations supported natively as Activation Targets in Data Cloud? (Choose two.)

Accepted Answer

Marketing Cloud Engagement. Data Cloud supports native activation targets including Marketing Cloud Engagement and Cloud Storage providers.

Answer

Tableau Desktop Workbook files

Answer

Personalized Email Client plugins

Answer

Salesforce Core Custom Report Types

Question 5

Universal Containers wants to implement Data Cloud to unify customer data from multiple sources across Sales Cloud, Marketing Cloud Engagement, and an external legacy order management system. Which architectural component should the consultant recommend as the foundational layer to ingest and normalize this data?

Accepted Answer

Data Streams. Data Streams are the foundational components used to ingest data from various sources into Data Cloud, where it can then be mapped to the Customer 360 Data Model.

Answer

Activation Targets

Answer

Data Spaces

Answer

Calculated Insights

Question 6

A marketer wants to use Data Cloud audience segments directly inside Marketing Cloud Engagement journeys. Which feature enables this integration?

Accepted Answer

Activation Target and Activation. Activation Targets and Activations allow segments built in Data Cloud to be published to Marketing Cloud Engagement as Data Extensions.

Answer

Data Cloud REST API polling

Answer

Bulk API extraction into a shared SFTP folder

Answer

Marketing Cloud Connect

Question 7

Which THREE methods can be used to manage or trigger Identity Resolution ruleset processing in Salesforce Data Cloud? Choose 3 options.

Accepted Answer

Configuring scheduled recurring automated runs of the ruleset.. Rulesets can be executed manually, scheduled for automated recurring runs, or triggered upon specific data ingestion milestones depending on configuration.

Answer

Writing an Apex trigger in core CRM to invoke identity resolution batches.

Answer

Calling a REST API endpoint in Marketing Cloud to compile unified profiles.

Question 8

A consultant is designing an architecture where Salesforce Service Cloud cases need to trigger immediate actions in Data Cloud. Which TWO mechanisms can be used to stream or ingest Service Cloud data into Data Cloud? (Choose two.)

Accepted Answer

Standard Salesforce CRM Connector with streaming enabled. Service Cloud data can be ingested into Data Cloud via the standard CRM connector (batch/near-real-time streaming enabled) and Platform Events / Change Data Capture (CDC).

Answer

Printing physical case summaries and scanning them via OCR data streams

Answer

Manual weekly export of cases to an external hard drive and courier delivery

Answer

Direct SQL queries executed from Data Cloud against the Service Cloud production database

Question 9

Which TWO benefits does a Data Cloud Consultant gain by using Activation Targets? (Choose two.)

Accepted Answer

Reusability, allowing multiple distinct segments to activate data to the same destination platform.. Activation targets provide centralized credential management and reusable destination configurations for multiple segments.

Answer

Automated generation of Tableau CRM analytics dashboards.

Answer

Automatic ingestion of raw CSV files from external SFTP servers.

Answer

Real-time calculation of Identity Resolution match rules.

Question 10

Which THREE reconciliation rule options are available when configuring attribute survivorship in a Data Cloud ruleset? Choose 3 options.

Accepted Answer

Most Recent. Standard reconciliation rules include Most Recent, Source Sequence, Highest Frequency, and Longest String.

Answer

Alphabetical Ascending

Answer

Lowest Character Index