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| Section | Weight | Objectives |
|---|---|---|
| Data Modeling, Identity Resolution & Segmentation | 25% | - Data 360 Data Model Objects (DMO) and data relationships - Data ingestion, segmentation and audience activation - Identity Resolution and unified customer profiles |
| Analytics & Performance Insights | 8% | - Standard dashboards and reporting selection - Marketing data visualization and performance insights |
| Platform Setup & Governance | 13% | - Domain authentication (DKIM, SPF) and IP configuration - Business Units, governance model, roles and permissions - Marketing Cloud Next environment provisioning and Data 360 setup |
| Consent | 13% | - Consent management concepts and regulatory compliance - Consent data objects and records management - Consent banner configuration and collection methods |
| Agentforce & AI Innovation | 11% | - Conversational messaging with Agentforce - Predictive AI capabilities and use cases - Marketing Agents for campaign and audience automation |
| Campaign Design, Flow Orchestration & Content | 30% | - Flow design, orchestration, triggers and messaging - Personalization with Handlebars and dynamic content - Activation templates, landing pages and multi-channel design |
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NEW QUESTION # 23
Northern Trail Outfitters (NTO) wants to launch a new campaign and needs to pull in data from a newly- mapped custom object. NTO already has a primary Data Graph that is actively being used by several production campaigns, and needs to decide if they should edit or clone the existing Data Graph.
What is the correct approach and expected behavior?
Answer: C
Explanation:
Salesforce supports additive edits to an existing Data Graph , including adding related DMOs and adding fields to existing DMOs. When an active Data Graph is edited and the consultant chooses Save and Build , Salesforce processes the new version while keeping the currently active version available.
Salesforce explicitly states that during processing, the existing Data Graph remains active . Once processing completes successfully, the newly built version becomes active. If the build fails, the existing graph continues to operate. This design protects downstream consumers from unnecessary interruption during an additive update.
Cloning is useful when a genuinely separate Data Graph configuration is required, but it isn't necessary merely because an active graph needs additional data. Option B incorrectly claims that editing automatically invalidates dependencies. Option C adds unnecessary operational disruption by pausing segments and flows.
There are limits: once a Data Graph is active, changes are generally additive; existing objects and fields can't simply be removed as they can from a draft.
The master bank correctly keys A. Salesforce's current Data Graph editing documentation directly confirms this version-processing behavior.
Study Guide Reference: Data Modeling, Identity Resolution and Segmentation # Data Graph Management # Editing, Building, and Version Processing.
NEW QUESTION # 24
Northern Trail Outfitters is building an activation-triggered flow to send promotional emails. The marketing team needs to personalize the email content using data derived from the activation, such as a calculated loyalty tier.
Which data provider should the company use to personalize the email?
Answer: A
Explanation:
The Activation data provider is specifically designed to expose attributes from a Data 360 segment activation to Marketing Cloud Next email content. Salesforce states that the Activation data provider references a Data 360 segmentation activation and makes its recipient attributes available as merge fields.
That directly fits the scenario. If the activation includes a calculated attribute such as Loyalty Tier, the marketer can add the Activation data provider to the email and reference that attribute during personalization.
A Data Graph is appropriate when the email needs profile attributes or related Data 360 data that isn't already part of the activation. It isn't necessary merely to expose attributes already included in the activation payload.
An Apex Class is used when custom runtime code or complex external data retrieval is required; neither condition exists here.
This question is importantly different from the earlier runtime-value scenario: Activation is appropriate when the value actually comes from Data 360 activation data. A manually supplied campaign value would instead call for a Content Variable.
The uploaded bank correctly identifies A.
Study Guide Reference: Campaign Design, Flow Orchestration and Content # Personalization Data Providers # Activation.
NEW QUESTION # 25
Northern Trail Outfitters (NTO) wants to use dynamic reply addresses. A Marketing Cloud Next Consultant advises NTO that it needs to have the domain authorized. The consultant adds the domain into the
"Authorized Email Domains" list.
What is the next step to complete the verification process?
Answer: A
Explanation:
Dynamic reply addresses require an authorized email domain , which is different from an authenticated sending domain. After the consultant adds the domain under Unified Messaging # Authorized Email Domains, Salesforce generates a verification code. The administrator must add that value to the organization's DNS as a TXT record , then return to Salesforce and verify the domain.
Salesforce uses this verification to establish domain ownership before Marketing Cloud Next allows dynamic reply-to addresses on that domain. If a dynamically resolved reply address uses an unauthorized domain, Marketing Cloud Next falls back to the configured fallback reply address. Salesforce reiterated this behavior in an August 28, 2026 support article.
An Authenticated From Address pertains to outbound email sending rather than authorizing dynamic replies.
Sender Authentication Package is associated with other Marketing Cloud architectures and isn't the next step in Marketing Cloud Next's Authorized Email Domains workflow.
The master file correctly identifies C.
Study Guide Reference: Platform Setup and Governance # Unified Messaging # Authorized Email Domains and Dynamic Reply Addresses.
NEW QUESTION # 26
Northern Trail Outfitters runs an identity resolution ruleset that consolidates two individual records into a single Unified Individual profile. One individual record includes a personal email address, while the other contains a work email address. Both email addresses are associated with the same Unified Individual profile.
When an Audience Flow uses this Unified Individual to send an email to segment members, what happens by default?
Answer: C
Explanation:
A is the closest technically correct choice. Data 360 doesn't inherently activate every email address associated with a Unified Individual. Salesforce states that when Unified Individual is used as activation membership, Data 360 activates one row per Unified Individual and selects an appropriate contact point according to contact-point source selection and prioritization logic.
Where multiple contact points exist, selection can depend on configured source priority, filters, sorting, and- in applicable implementations-engagement scoring. Salesforce therefore preserves multiple valid contact points in the unified profile while selecting one contact point for an activation/send context.
Option B is incorrect because identity-resolution reconciliation rules don't select the email address used for message delivery . Reconciliation selects representative unified-profile attributes. Option C incorrectly assumes every retained contact point automatically generates a duplicate email.
The uploaded file contains this question but leaves its answer blank. The wording "designated as the primary Contact Point Email" isn't the most precise current Salesforce terminology; nevertheless, A correctly captures the essential behavior that one selected contact point is used , rather than sending to both.
Study Guide Reference: Campaign Design, Flow Orchestration and Content # Contact Point Selection # Unified Individual Activation.
NEW QUESTION # 27
Northern Trail Outfitters contracts a London agency to create assets and deploy email campaigns exclusively for the EMEA region, which is managed in a dedicated EMEA Business Unit. The agency users have been provisioned with the Marketing Cloud Manager permission set.
How should the Marketing Cloud Next Consultant grant the agency users the required access?
Answer: A
Explanation:
The agency users need the Marketer-Standard Business Unit role because their responsibilities include both creating marketing assets and deploying campaigns.
Salesforce states that users with the Marketing Cloud Admin or Marketing Cloud Manager permission set can be added to a Business Unit as Marketer-Standard members. These users receive the Content Manager role in the Business Unit's marketing workspace, allowing them to create, edit, view, and publish content.
They can also activate campaign flows in that Business Unit.
Marketer-ReadOnly is insufficient because Salesforce explicitly states that ReadOnly members can't activate campaigns and don't receive access to the Business Unit's marketing workspaces. This would prevent the agency from performing the tasks described.
Adding users directly to the Data Space isn't the proper Marketing Cloud Next access-governance model.
Business Unit membership automatically grants access to its mapped Data Space according to the Business Unit architecture.
The source bank correctly identifies C.
Study Guide Reference: Platform Setup and Governance # Business Units # Marketer-Standard and Marketer-ReadOnly Roles.
NEW QUESTION # 28
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