Data 360 Consultant Practice Test 15 — 15 Questions

Question 1

Which of the following is a primary capability of Data Actions?

Accepted Answer

Triggering real-time actions or events in external or internal systems based on data changes. Data actions enable real-time event-driven triggers based on data changes or threshold crossings.

Answer

Merging duplicate customer records based on matching rules

Answer

Building visual audience segments using drag-and-drop criteria

Answer

Ingesting batch CSV files from an SFTP server

Question 2

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 Data Stream is the correct connection type because Data Cloud natively supports ingesting files (JSON, CSV, Parquet) from cloud object stores like Amazon S3, Azure Blob Storage, and Google Cloud Storage. Since the data arrives as raw JSON files in an S3 bucket on an hourly cadence, this connector is purpose-built for that pattern, supporting scheduled or event-driven ingestion directly into a Data Lake Object.

Answer

Informatica Cloud Data Integration (CDI) Zero Copy

Answer

Salesforce CRM Connector

Answer

Ingestion API via Custom SDK

Question 3

A company wants to perform a 'fuzzy match' on customer names during the Identity Resolution process. Where is this logic defined?

Accepted Answer

Identity Resolution Ruleset. Identity Resolution Rulesets allow the configuration of matching rules, including fuzzy matching, for specific attributes like name.

Answer

Calculated Insight

Answer

Segmentation filter

Answer

Data Stream mapping

Question 4

What is the primary function of a Data Action Target in Data Cloud?

Accepted Answer

To define the destination endpoint (such as an external webhook or Salesforce Core feature) for real-time Data Actions.. A Data Action Target specifies the destination endpoint (such as a webhook URL, Event Relay, or Salesforce Org) where Data Actions send real-time payloads.

Answer

To ingest batch CSV files from an external SFTP server.

Answer

To manage Identity Resolution match rule thresholds.

Answer

To store segment audience files before exporting to ad networks.

Question 5

A consultant needs to configure a match rule that compares first names, last names, and postal codes simultaneously. How should this be configured within the Identity Resolution ruleset?

Accepted Answer

Create a single match rule containing multiple criteria attributes (First Name, Last Name, and Postal Code) evaluated together.. Match rules can combine multiple attributes to form composite matching criteria requiring all specified fields to align.

Answer

Create three separate rulesets, one for each attribute.

Answer

Use Calculated Insights to generate a composite key for matching.

Answer

Write an Apex trigger to combine the fields before ingestion.

Question 6

When managing activations and activation targets in Data Cloud, which TWO best practices should a consultant follow to ensure data governance and successful delivery?

Accepted Answer

Regularly monitor activation execution history and failure logs in the Data Cloud UI.. Best practices for activations include monitoring activation history/failures and validating that target platform identity keys match correctly to prevent mapping errors.

Answer

Use Data Actions for bulk export of millions of historical records to cloud storage.

Answer

Hardcode all customer segment criteria directly inside the activation target configuration rather than using segments.

Answer

Delete and recreate all Activation Targets every time a segment is refreshed.

Question 7

A consultant is designing an architecture to ingest offline point-of-sale (POS) transaction files into Data Cloud. Which TWO components must be configured to successfully ingest and map this batch data? (Choose two.)

Accepted Answer

Data Stream to ingest the raw file schema into a Data Source Object. Option E is correct because ingesting offline POS transaction files into Data Cloud requires a Cloud File Storage source connector (Amazon S3, Google Cloud Storage, or Azure Blob) to establish the connection and pull the batch files from the external storage location into Data Cloud. Option B is correct because a Data Stream is the mechanism that ingests the raw file schema and lands the data into a Data Source Object (DSO), which is the foundational object used for subsequent mapping and harmonization in Data Cloud. Option A is incorrect because Change Data Capture event triggers are used for real-time streaming of record changes from Salesforce objects, not for batch ingestion of offline files. Option C is incorrect because a Real-Time Data Graph builder is used to model relationships for real-time profile and engagement data, not to ingest batch files. Option D is incorrect because Marketing Cloud Connect is an API bridge for integrating Marketing Cloud with Salesforce CRM data, not a file-based ingestion component for Data Cloud.

Answer

Change Data Capture event trigger

Answer

Real-Time Data Graph builder

Answer

Marketing Cloud Connect API bridge

Question 8

Which TWO methods can a consultant use to monitor the status and health of segment publishing jobs in Data Cloud? (Choose two.)

Accepted Answer

Checking the Data Cloud Home dashboard and monitor tools for system-wide job status.. Option A is correct because the Data Cloud Home dashboard and built-in monitor tools surface system-wide job status, letting a consultant see the health and state of segment publishing jobs across the org. Option B is correct because the Publish History section on an individual segment's detail page shows the publish runs, timestamps, and status for that specific segment, which is the standard way to monitor a segment's publishing health. Option C is not correct because browser JavaScript console logs are client-side debugging output and do not represent an official monitoring method for Data Cloud segment publishing jobs. Option D is not correct because the Email Deliverability report in Marketing Cloud tracks email sending reputation and delivery metrics, not Data Cloud segment publishing jobs. Option E is not correct because a SOQL query against the standard User object in Salesforce CRM returns user records and has no relationship to segment publishing job status or health.

Answer

Checking the browser's JavaScript console logs while logged into Salesforce.

Answer

Reviewing the Email Deliverability report in Marketing Cloud.

Answer

Running a SOQL query against the standard User object in Salesforce CRM.

Question 9

An administrator has configured Identity Resolution with multiple match rules (e.g., Email match and Phone match). After running the ruleset, some profiles are merged incorrectly, combining distinct individuals who share a phone number. How should the administrator adjust the configuration?

Accepted Answer

Refine the match rules or adjust rule precedence to require stronger combinations of identifiers rather than relying on a single weak identifier.. Identity resolution match rules must be carefully tuned. If rules are too broad (like matching solely on phone numbers where numbers are shared), administrators should refine the match rules or add filter conditions/precedence.

Answer

Disable Identity Resolution permanently and rely solely on Calculated Insights for deduplication.

Answer

Write an Apex trigger on the Unified Customer object to split merged profiles.

Answer

Delete the Unified Individual DMO and recreate the entire Data Cloud tenant.

Question 10

An enterprise customer has multiple business units operating in different countries. They want to ensure that users in the UK Data Space cannot view customer records or segments belonging to the French Data Space. How does Data Cloud enforce this boundary?

Accepted Answer

By enforcing Data Space-level permissions that restrict access to objects, segments, and insights associated with that specific Data Space.. Data Spaces enforce strict multi-tenant boundaries within a single Data Cloud org, restricting access to data streams, segments, and insights based on assigned user permissions and data space configurations.

Answer

By applying Sharing Rules and Role Hierarchies from Sales Cloud.

Answer

By configuring IP restriction ranges in Network Access settings.

Answer

By setting up Custom Profiles with Read-Only field-level security.

Question 11

A consultant is setting up an activation for a Meta Ads activation target in Data Cloud. When attempting to select the desired audience segment, the consultant notices the segment is unavailable for selection. What is the most likely cause of this issue?

Accepted Answer

The segment does not include the mandatory identity attributes (such as hashed email or phone) required by the Meta activation target.. Meta Ads activation targets require specific identity attributes — typically hashed email or hashed phone — to match audiences on Meta's platform. If the segment lacks these mandatory identity fields, Data Cloud will not allow the segment to be selected for that activation target. This is a common configuration oversight when segments are built from data sources that don't include those identifiers.

Answer

The activation target is configured for Marketing Cloud Engagement instead of Meta Ads.

Answer

The segment was built using a Calculated Insight instead of standard Data Model Objects.

Answer

The Data Stream associated with the segment has exceeded its daily ingestion limits.

Question 12

An organization wants to use Data Cloud to unify customer profiles from Sales Cloud and Marketing Cloud Engagement. Which core feature is responsible for merging these disparate records into a single Unified Individual profile?

Accepted Answer

Identity Resolution. Identity Resolution is the core feature responsible for merging disparate records into a single Unified Individual profile. It uses match rules and reconciliation rules to identify and link records from different sources that refer to the same individual, creating a unified profile. This is essential for creating a 360-degree view of the customer.

Answer

Data Stream Mapping

Answer

Activation

Answer

Data Segmentation

Question 13

A consultant is designing an enterprise activation strategy across multiple marketing channels and cloud destinations. Which TWO best practices should be followed to optimize performance and data governance? (Choose two.)

Accepted Answer

Stagger activation publishing schedules across different time windows to prevent API rate limiting and resource contention.. Option B is correct because staggering activation publishing schedules across different time windows prevents API rate limiting and resource contention, which is a recognized best practice when multiple activations target the same cloud destinations or marketing channels. Option D is correct because Data Spaces and permission sets provide logical isolation of segments and activation targets between business units, enforcing data governance and least-privilege access in a multi-tenant enterprise org. Option A is incorrect because disabling Identity Resolution degrades data quality and unification rather than being a valid performance optimization. Option C is incorrect because real-time streaming mode is not appropriate or supported for all destinations and can increase cost and complexity. Option E is incorrect because sharing a single admin login violates security and auditability best practices; each activation target should use dedicated, least-privilege credentials.

Answer

Disable Identity Resolution when creating activations to maximize export speed.

Answer

Configure all customer segments to publish in real-time streaming mode regardless of destination.

Answer

Share a single admin user login across all activation targets to simplify credential management.

Question 14

An administrator is setting up the Amazon S3 connector to ingest CSV files into Data Cloud. During the configuration of the data stream, which prerequisite must be verified in the Amazon S3 bucket settings?

Accepted Answer

The IAM user or role used for connection must have ListBucket and GetObject permissions on the target bucket.. To connect Amazon S3 to Data Cloud, the S3 bucket must have proper bucket policies, access keys or IAM roles configured, and appropriate CORS or network access if required by Salesforce IP ranges.

Answer

The files must be compressed in ZIP format prior to ingestion.

Answer

The S3 bucket must have public read access enabled for all files.

Answer

The S3 bucket must be hosted in the exact same geographic AWS region as the Salesforce CRM core instance.

Question 15

A consultant is configuring an identity resolution ruleset and needs to link customer records using Party Identification. Which object must be correctly mapped to support Party Identification matching?

Accepted Answer

Party Identification DMO. Party Identification DMO stores secondary identifiers like loyalty numbers, national IDs, or member IDs, which can be leveraged in match rules.

Answer

Account Contact DMO

Answer

Contact Point Phone DMO

Answer

Unified Link Individual DMO