Data 360 Consultant Practice Test 28 — 15 Questions

Question 1

A consultant is setting up an activation for Google Ads. The marketing team wants to verify how many user records were successfully matched by Google during the audience upload. Where can the consultant review this match rate information?

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

Accepted Answer

In the destination ad platform's audience manager interface (e.g., Google Ads UI), as match rates are calculated post-upload by the platform.. While Data Cloud reports successful export publication, detailed match rate statistics (how many records matched platform user bases) are typically viewed within the ad platform's audience manager dashboard (e.g., Google Ads UI).

Answer

In the Salesforce Core CRM Campaign Statistics report.

Answer

In the Data Stream ingestion health dashboard.

Answer

In the Data Cloud Activation Monitor audit log under 'Match Rate Percentage'.

Question 2

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 3

A company wants to share calculated customer lifetime value metrics from Data Cloud back to Sales Cloud so sales reps can view them directly on the Account page layout. Which feature enables this integration?

Accepted Answer

Data Cloud Related Lists / Lightning Components for Salesforce CRM. Data Cloud allows calculated insights and unified profile attributes to be surfaced in Salesforce CRM using data sharing or direct integration features.

Answer

Manual CSV Export and Import via Data Loader

Answer

Marketing Cloud API webhooks

Answer

Salesforce Outbound Messaging

Question 4

An enterprise architect is evaluating Data Cloud licensing and consumption models. Which TWO components directly contribute to Data Cloud credit consumption? (Choose two.)

Accepted Answer

Identity Resolution processing jobs and segmentation runs. Data Cloud consumption is driven by data ingestion volume, storage, identity resolution processing, segmentation runs, and query executions.

Answer

Creation of custom Lightning record page layouts in Sales Cloud

Answer

Number of standard Salesforce CRM user licenses assigned in Sales Cloud

Answer

Number of Salesforce reports created in the CRM reporting tab

Question 5

What role do Activation Mappings play in Data Cloud?

Accepted Answer

They map Data Cloud profile and attribute fields to the corresponding fields expected by the activation target.. Activation Mappings define how attributes from the Unified Profile and related DMOs map to the fields required by the external activation target schema.

Answer

They map machine learning model predictions to Einstein Studio endpoints.

Answer

They map raw source data streams to the Customer 360 Data Model.

Answer

They map user permissions to specific Salesforce CRM roles.

Question 6

When creating an activation for an advertising platform like Google Ads, what is the primary purpose of defining Contact Points within the activation?

Accepted Answer

To map identifiers like hashed emails or phone numbers required by the ad network for matching.. Contact points (such as hashed email addresses or phone numbers) are required by ad platforms for identity resolution and matching user profiles.

Answer

To define the geographic region where ads will be displayed.

Answer

To store billing information for the ad spend.

Answer

To determine how often the ad platform refreshes the audience.

Question 7

What is the purpose of scheduling an activation in Data Cloud?

Accepted Answer

To automate how frequently Data Cloud evaluates segment membership and publishes updates to the activation target.. Scheduling an activation determines how frequently Data Cloud evaluates the segment and publishes updated audience payloads to the activation target.

Answer

To determine when Identity Resolution rule sets merge customer profiles.

Answer

To set the time window for real-time streaming data ingestion streams.

Answer

To trigger weekly backups of Data Cloud storage buckets.

Question 8

What is required before you can create an activation in Data Cloud?

Accepted Answer

An active Segment and a configured Activation Target. An activation requires both an existing segment and a configured activation target.

Answer

A Marketing Cloud account with Journey Builder enabled

Answer

An active Tableau dashboard connection

Answer

A custom Apex trigger on the Individual object

Question 9

An activation targeting an external advertising platform is failing consistently with an authentication error. The consultant verified that the client ID and client secret are correct. What other configuration on the activation target needs verification?

Accepted Answer

Verify that the associated Connected App or OAuth credential scope and token grant have not expired or revoked.. External platform integrations often require validating OAuth token endpoints, refresh tokens, scopes, and active authorization grants.

Answer

Ensure the Data Stream for the ad network has finished ingesting historical logs.

Answer

Confirm that the Calculated Insight refresh frequency matches the ad platform API limits.

Answer

Check if the segment has more than 10 million records, which causes auth timeouts.

Question 10

A consultant is troubleshooting an activation that is failing to publish records to a cloud storage activation target. Which TWO areas should the consultant check during the investigation? (Choose two.)

Accepted Answer

Verify that the IAM role or storage bucket permissions allow Data Cloud to write files.. Troubleshooting cloud storage publishing failures requires verifying target bucket permissions and connection status.

Answer

Confirm that the Tableau CRM license is active for all segment users.

Answer

Ensure that the CRM user has System Administrator profile assigned.

Answer

Check if the Marketing Cloud connector package is paused.

Question 11

When designing an activation strategy in Data Cloud, which THREE factors should a consultant consider regarding timing dependencies and performance? (Choose three.)

Accepted Answer

Batch activation schedules can be configured to run hourly or daily depending on business needs.. Designing activation strategies requires considering segment refresh timing, activation publishing schedules, and downstream consumption dependencies.

Answer

Streaming activations execute instantly without any underlying data dependency checks.

Answer

Data actions execute synchronously and block CRM transactions until complete.

Question 12

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 13

A consultant is reviewing activation performance issues where activation publishing jobs are taking significantly longer than expected. Which THREE factors could contribute to this performance degradation? (Choose three.)

Accepted Answer

An extremely large volume of profiles qualifying for the segment. Activation performance can be impacted by large segment volumes, heavy attribute payload mapping, and external API or storage rate limits.

Answer

Using an append-only publishing policy instead of a full refresh

Answer

Having the Data Stream ingestion batch size set to maximum

Question 14

Which TWO actions can a Data Cloud consultant perform when configuring an Activation Target? (Choose two.)

Accepted Answer

Establish Cloud Storage targets like Amazon S3 buckets for file exports.. Activation targets allow configuring destinations such as Marketing Cloud Engagement and Cloud Storage locations.

Answer

Define complex SQL segment criteria directly inside the target configuration.

Answer

Configure Identity Resolution rulesets for merging customer profiles.

Answer

Set up batch ingestion data streams from external relational databases.

Question 15

An enterprise organization needs to schedule activations so that they run immediately after the daily Identity Resolution rules complete and the segment membership is updated. How should the Data Cloud Consultant configure the activation timing?

Accepted Answer

Configure the activation frequency to match or follow the segment refresh schedule so it triggers upon segment completion.. Activations in Data Cloud are dependent on segment publication. By default, segments refresh based on a schedule. To run an activation immediately following segment refresh, the activation must be tied to the segment schedule, or the segment must be refreshed right before the activation window.

Answer

Set up an external REST API webhook in Data Actions to trigger the activation once Identity Resolution finishes.

Answer

Configure a Cloud File Storage target with an hourly batch polling interval.

Answer

Write an Apex trigger on the Activation DMO to execute the export job asynchronously.