Data 360 Consultant Act ON Data Practice Test 6 — 15 Questions

Question 1

A consultant needs to configure a Data Action Target that connects to an external REST API webhook. Which TWO configuration steps or security features should be implemented? (Choose two.)

Accepted Answer

Configure custom authorization headers or API keys required by the external endpoint.. Option C is correct because a Data Action Target that calls an external REST API webhook must supply whatever authentication the endpoint demands, typically via custom authorization headers (e.g., Bearer tokens) or API keys configured on the target's connection. Option E is correct because the webhook target requires a secure HTTPS URL that accepts the JSON payload Data Cloud posts, ensuring transport encryption and correct content handling. Options A, B, and D are incorrect: Case assignment rules are a Salesforce Core feature unrelated to Data Action Target webhook configuration, Parquet encryption keys apply to S3 data lake storage rather than REST webhook calls, and a 24-hour Data Stream ingestion batch interval is an ingestion setting that has no bearing on outbound webhook connectivity.

Answer

Map Salesforce Core Case assignment rules to the webhook payload.

Answer

Upload a Parquet encryption key for AWS S3 bucket storage.

Answer

Set the Data Stream ingestion batch refresh interval to 24 hours.

Question 2

An enterprise organization is activating segment data to an external S3 bucket via an Activation Target. The downstream analytics team reports that files are missing or incomplete when processing runs immediately after segment publication. What is the most likely cause of this issue?

Accepted Answer

The downstream system is attempting to consume data before the activation export job has finished publishing all chunks.. Data Cloud activation exports to S3 are written as multiple chunked files, and the export job must complete all chunks before the dataset is considered fully published. If the downstream analytics job starts polling S3 immediately after the segment publication event, it can pick up a partial set of files and process an incomplete dataset. The correct fix is to trigger downstream processing on the activation job completion event or to use a manifest/completion marker rather than the segment publish event.

Answer

The S3 bucket IAM role lacks write permissions for Data Cloud.

Answer

Data Cloud only supports JSON format, while S3 requires Parquet.

Answer

The segment criteria evaluated evaluated too many records, causing Data Cloud to abort the export.

Question 3

A consultant needs to create an activation target for Meta Ads within Data Cloud. Where should the consultant navigate within the Data Cloud setup to establish this connection?

Accepted Answer

Setup > Data Cloud > Activation Targets. Activation targets in Data Cloud are created and managed from Setup under the Data Cloud settings, specifically the Activation Targets page, where you select the target type (such as Meta Ads) and configure credentials and mappings. This is the canonical navigation path for establishing an outbound activation connection. The other paths either do not exist or belong to unrelated features.

Answer

Data Cloud > Segments > New Target

Answer

Setup > Marketing Cloud > Connected Apps

Answer

Setup > Data Streams > External Connections

Question 4

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.. In Data Cloud, activation attributes must be reachable from the segment's root DMO through a defined relationship path. If a related DMO lacks a valid cardinality relationship (for example, a one-to-one or many-to-one lookup) mapped back to the root DMO, Data Cloud cannot resolve the join at activation time, so those attributes are greyed out in the activation canvas. This is a data model integrity constraint, not a licensing or permission limit.

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 5

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 6

A Data Cloud consultant is configuring a Data Action to trigger an event in Salesforce Core whenever a high-value customer's calculated insight score crosses a specific threshold. The Data Action fails to trigger when the insight updates. Which component should the consultant inspect first?

Accepted Answer

Verify that the Data Action Target is correctly mapped and authorized with the destination endpoint.. Data Actions rely on Data Action Targets linked to AWS EventBridge or Core triggers; misconfigurations in the Data Action Target mapping or the underlying Calculated Insight schedule are primary points of failure.

Answer

Check if the activation target's publishing schedule is set to real-time.

Answer

Ensure the segment has been published at least once today.

Answer

Verify that the Marketing Cloud connector package is updated to the latest version.

Question 7

An organization uses Data Cloud to segment high-value customers and activates them to an ad network. The marketing team notices that after a profile is updated in CRM, it takes several hours for the ad network audience to reflect the change. What is the best way to explain this latency to the stakeholders?

Accepted Answer

The latency is governed by the combined schedule intervals of segment refreshes and batch activation publishing jobs.. The latency is due to the scheduled intervals of segment refreshes and batch activation publishing jobs. Data Cloud segments are refreshed on a schedule (e.g., hourly or daily), and activations to external platforms like ad networks are typically batch processes that run at set intervals, causing delays.

Answer

Identity resolution rules only execute once per week, delaying profile updates.

Answer

Data Cloud streaming data ingestion has a default 24-hour buffer window before activation.

Answer

Ad networks enforce a strict 48-hour API rate limit freeze on incoming customer updates.

Question 8

Which user permission is required to create and publish activations in Data Cloud?

Accepted Answer

Data Cloud Activation Admin or equivalent custom permission set. Creating and publishing activations in Data Cloud requires the Data Cloud Activation Admin permission (or an equivalent custom permission set granting the same activation-related permissions). This permission grants the ability to configure activation targets, map fields, and publish activations to downstream systems.

Answer

Data Cloud Data Streaming Specialist

Answer

Marketing Cloud Administrator only

Answer

Salesforce CRM System Administrator

Question 9

A consultant is setting up an activation to Marketing Cloud Engagement and needs to include additional attributes alongside the subscriber key. Where are these attributes configured during the activation creation wizard?

Accepted Answer

In the Attributes selection step of the activation creation wizard. In the Data Cloud activation creation wizard, after selecting the target (e.g., Marketing Cloud Engagement) and the segment, there is an Attributes step where the consultant selects which profile attributes (beyond the subscriber key) to include in the activation payload. This is where additional attributes like first name, email, or custom fields are added to the outbound data.

Answer

Inside the Marketing Cloud Contact Builder attribute group setup

Answer

Directly inside the Data Stream configuration settings

Answer

Within the Identity Resolution ruleset mapping canvas

Question 10

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 11

When reviewing an activation's status in Data Cloud, what does a 'Publishing' status indicate?

Accepted Answer

The activation job is actively processing and sending data to the target system.. A 'Publishing' status means the activation job is currently processing and sending records to the activation target.

Answer

The activation target connection is offline.

Answer

The segment criteria is currently being evaluated for new members.

Answer

The activation has been deleted by an administrator.

Question 12

A consultant wants to ensure that a data action triggers immediately when a fraud detection flag is set on an individual in Data Cloud. Which type of target should be configured to handle this near-real-time event streaming?

Accepted Answer

Data Action Target configured for Amazon EventBridge or Webhook. Data Action Targets are the Data Cloud mechanism for near-real-time, event-driven outbound messaging. Configuring a Data Action Target with Amazon EventBridge or a Webhook endpoint allows Data Cloud to push a payload immediately when a triggering event (like a fraud flag) is set on an individual, enabling downstream systems to react in seconds. This is the correct target type for streaming, event-based activation rather than batch segment activation.

Answer

Advertising Platform Activation Target

Answer

Marketing Cloud Engagement Activation Target

Answer

Cloud Storage Activation Target

Question 13

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 14

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 15

A consultant is setting up an activation for an advertising platform and needs to ensure that only opted-out records are excluded. Where is consent typically managed and applied in Data Cloud for activations?

Accepted Answer

Filtered directly within the segment definition or through consent-based attributes. Consent in Data Cloud is typically managed through consent-related attributes on the Unified Individual or related DMOs, and it is applied either by filtering within the segment definition (e.g., excluding records where opt-out is true) or by using consent-based attributes that the activation respects. This ensures that only opted-out records are excluded at the point of segmentation or activation, which is the standard pattern for advertising platform activations.

Answer

Managed exclusively inside the advertising platform's pixel settings

Answer

Controlled by the Data Stream refresh rate

Answer

Hardcoded in the activation target settings