Data 360 Consultant Data Cloud Overview Practice Test 5 — 15 Questions

Question 1

An organization is designing an activation strategy using Data Cloud to reach audiences across multiple channels. Which THREE destination types are supported natively as Activation Targets in Data Cloud? (Choose three.)

Choose an answer to begin — your selection is scored in the full session.

Accepted Answer

Cloud File Storage (e.g., Amazon S3). Data Cloud supports various native activation targets including Marketing Cloud Engagement, advertising platforms (Meta, Google), and cloud storage buckets or webhook endpoints.

Answer

Direct Access to Salesforce CRM standard object tables without synchronization

Answer

Local on-premise tape backup drives

Question 2

Which TWO statements accurately describe the role and function of Calculated Insights in Data Cloud? (Choose two.)

Accepted Answer

They can be utilized as attributes during audience segmentation.. Calculated Insights allow users to aggregate metrics using SQL or a builder, and these metrics become available as attributes in segmentation.

Answer

They are used exclusively for raw data stream parsing before data mapping.

Answer

They automatically update source systems in Salesforce CRM via real-time webhooks.

Answer

They replace the need for Identity Resolution rulesets entirely.

Question 3

When planning a Data Cloud implementation project, a consultant must review architectural limits and governance best practices. Which THREE factors should be evaluated during discovery and design? (Choose three.)

Accepted Answer

Identity resolution profile scale and matching compute complexity. Consultants must evaluate data ingestion volumes, profile counts for identity resolution, and storage consumption to ensure alignment with licensing and platform limits.

Answer

Custom Apex trigger execution time limits within Data Cloud storage

Answer

Manual table creation scripts for the core Salesforce CRM database

Question 4

A multinational enterprise is provisioning Salesforce Data Cloud and needs to ensure that data residing in the APAC regional operational silo is strictly partitioned from the EMEA region, restricting administrative visibility and data stream ingestion per region. Which Salesforce Data Cloud core feature should the consultant configure to achieve this isolation?

Accepted Answer

Data Spaces. Data Spaces in Salesforce Data Cloud allow organizations to partition data and metadata within a single Data Cloud instance, enabling logical separation for different regions, business units, or brands.

Answer

Business Units

Answer

Data Streams

Answer

Permission Sets

Question 5

An administrator needs to ingest transactional data from a custom legacy database into Salesforce Data Cloud. The data arrives as raw JSON files placed into an enterprise S3 bucket on an hourly basis. Which connection type should the consultant configure in Data Cloud?

Accepted Answer

Cloud File Storage Data Stream. Cloud File Storage integration allows Data Cloud to connect to external S3-compatible buckets and ingest CSV, JSON, or Parquet files on a scheduled batch basis.

Answer

Informatica Cloud Data Integration (CDI) Zero Copy

Answer

Salesforce CRM Connector

Answer

Ingestion API via Custom SDK

Question 6

A Data Cloud Consultant is setting up an ingestion pipeline from Marketing Cloud Engagement into Data Cloud. The marketing team requires near-real-time behavioral tracking data to personalize ongoing customer journeys. Which ingestion method should the consultant recommend?

Accepted Answer

Marketing Cloud Engagement Data Stream bundle. The Marketing Cloud Engagement connector utilizes bundle-based data streams that support near-real-time ingestion via API-driven events for tracked interactions.

Answer

Manual CSV uploads daily

Answer

Cloud File Storage ingestion via Amazon S3

Answer

Marketing Cloud Connector via SOAP API batch job

Question 7

A financial services organization is leveraging Salesforce Data Cloud and requires that queries executed by Marketing Cloud against Data Cloud data models do not incur heavy compute latency or duplicate storage overhead. The tables reside in Snowflake. Which feature should the consultant implement?

Accepted Answer

Zero Copy Query Federation with Snowflake. Snowflake Zero Copy Share or Snowflake Direct Share allows Data Cloud to query Snowflake data directly without duplicating the storage or running heavy ETL batch pipelines, leveraging Zero Copy architecture.

Answer

Standard Data Stream bundle with scheduled syncs

Answer

Ingestion API push streaming

Answer

Amazon S3 Cloud File Storage batch connector

Question 8

A Data Cloud Consultant is designing an architecture where Sales Cloud users need to view calculated insights generated in Data Cloud directly on the Account page layout. Which mechanism enables this capability?

Accepted Answer

Real-Time Data Graph rendered via Lightning Web Components. Data Cloud Calculated Insights and Related Lists can be exposed in Sales Cloud using Data Cloud-powered Lightning Web Components or direct integration features like Data Cloud Related Lists.

Answer

Marketing Cloud Engagement Journey Builder API integration

Answer

Direct SOQL query from Sales Cloud triggers

Answer

Batch CSV export imported nightly via Data Loader

Question 9

An enterprise is evaluating Salesforce Data Cloud licensing requirements to understand which editions include foundational capabilities such as data ingestion, data mapping, and identity resolution. Which license level unlocks these core features?

Accepted Answer

Salesforce Data Cloud Starter / Growth / Plus editions. Salesforce Data Cloud requires specific core licensing editions, typically bundled or tiered based on data volume and feature sets, foundational to Enterprise, Unlimited, and specialized Data Cloud editions.

Answer

Marketing Cloud Engagement Basic Edition only

Answer

Heroku Enterprise database add-on

Answer

Sales Cloud Professional Edition without add-ons

Question 10

During the data harmonization phase in Salesforce Data Cloud, a consultant notices that incoming contact records from Sales Cloud and Commerce Cloud use different field names for email addresses. Where should the consultant map these disparate source fields to a unified enterprise data model field?

Accepted Answer

Data Stream Field Mapping canvas. Data Streams map incoming source fields to the Data Model Object (DMO) fields during the Data Stream mapping phase in the Data Cloud setup interface.

Answer

Identity Resolution Ruleset configuration

Answer

Calculated Insights SQL editor

Answer

Activation Target configuration panel

Question 11

A Data Cloud Consultant is configuring Identity Resolution to unify disparate customer records from multiple source systems into a single golden record. Which TWO actions must the consultant perform during this configuration? (Choose two.)

Accepted Answer

Configure Reconciliation Rules to determine survivorship rules for unified profile attributes.. Identity Resolution requires defining Match Rules to determine which records represent the same individual and Reconciliation Rules to select attribute values for the unified profile.

Answer

Create manual database constraints in the underlying Data Lake Object storage.

Answer

Execute a batch SOQL query via Data Loader to export merged profiles.

Answer

Write a custom Apex trigger to merge duplicate contact records in Sales Cloud.

Question 12

An enterprise is planning its Salesforce Data Cloud deployment strategy and needs to understand how Data Cloud integrates with existing Salesforce clouds. Which THREE statements accurately describe these integration capabilities? (Choose three.)

Accepted Answer

Calculated Insights and Data Graphs can be surfaced within Sales and Service Cloud Lightning page layouts.. Data Cloud integrates natively across the Salesforce Customer 360 ecosystem, enabling data ingestion from CRM, activation to Marketing Cloud, and surfacing insights via Lightning components.

Answer

Data Cloud can directly execute automated Apex code inside external ERP systems without middleware.

Answer

Data Cloud requires an external ETL tool to synchronize data between Sales Cloud and Data Cloud.

Question 13

A consultant is troubleshooting a newly created Data Stream in Salesforce Data Cloud where records are failing to ingest from an external REST API source via the Ingestion API. Which THREE factors should the consultant investigate? (Choose three.)

Accepted Answer

Verify that the JSON payload matches the schema definition of the target Data Lake Object (DLO).. Ingestion API failures typically relate to authentication credentials (JWT/OAuth), payload schema validation errors against the DLO definition, or incorrect endpoint/connector configurations.

Answer

Modify the Apex controller class in Sales Cloud to trigger the API push.

Answer

Update the Identity Resolution match rules to resolve duplicate source records.

Question 14

A company needs to isolate data ingestion, segmentation, and activation for two distinct business units (Retail and B2B) within a single Data Cloud instance to ensure data governance and security. Which feature should the consultant implement?

Accepted Answer

Data Spaces. Data Spaces allow you to partition data, metadata, and activation targets within a single Data Cloud instance to ensure logical separation for different business units.

Answer

Identity Resolution Rulesets

Answer

Data Streams

Answer

Permission Sets

Question 15

A consultant is configuring a Marketing Cloud Connector for Data Cloud. The client wants to ensure that specific synchronized data extensions are available for segmentation in Data Cloud. What is the mandatory prerequisite to enable this integration?

Accepted Answer

Provision the Data Cloud for Marketing SKU. The Marketing Cloud connector requires the 'Data Cloud for Marketing' SKU and the appropriate user permissions to establish the connection before data streams can be configured.

Answer

Create an API User in Marketing Cloud

Answer

Configure a Data Space for Marketing

Answer

Enable Marketing Cloud Connect in Sales Cloud