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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Consent | 13% | - Consent banner configuration and collection methods - Consent data objects and records management - Consent management concepts and regulatory compliance |
| Topic 2: Campaign Design, Flow Orchestration & Content | 30% | - Personalization with Handlebars and dynamic content - Activation templates, landing pages and multi-channel design - Flow design, orchestration, triggers and messaging |
| Topic 3: Analytics & Performance Insights | 8% | - Standard dashboards and reporting selection - Marketing data visualization and performance insights |
| Topic 4: Data Modeling, Identity Resolution & Segmentation | 25% | - Identity Resolution and unified customer profiles - Data ingestion, segmentation and audience activation - Data 360 Data Model Objects (DMO) and data relationships |
| Topic 5: Agentforce & AI Innovation | 11% | - Conversational messaging with Agentforce - Marketing Agents for campaign and audience automation - Predictive AI capabilities and use cases |
| Topic 6: Platform Setup & Governance | 13% | - Business Units, governance model, roles and permissions - Domain authentication (DKIM, SPF) and IP configuration - Marketing Cloud Next environment provisioning and Data 360 setup |
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質問 # 90
Northern Trail Outfitters (NTO) needs to export a list of all the individuals who clicked on a link in its 'Back to School' campaign along with email and phone number.
Which approach should NTO use to accomplish this?
正解：A
解説：
A custom Analytics report using the Marketing Performance Semantic Model is the appropriate solution when NTO needs detailed, exportable engagement information rather than only aggregated campaign KPIs.
Salesforce defines the Marketing Performance Semantic Model as a semantic layer containing information about message send definitions and engagement data . Email engagement includes events such as sends, deliveries, opens, bounces, clicks, and unsubscribes. Salesforce also provides combined reporting structures such as Bulk Email Message with Email Engagement for detailed analytical use cases.
By creating a custom report, NTO can filter the engagement data to the Back to School campaign and specifically to click events, then include the relevant profile/contact attributes available through the reporting model and export the resulting rows.
Campaign-record dashboards are primarily designed for summarized performance visualization and don't provide the same flexible row-level reporting/export capability. Likewise, viewing Marketing Performance dashboards doesn't automatically produce the requested individual-level extract.
The uploaded source identifies A.
Study Guide Reference: Analytics and Performance Insights # Custom Marketing Analytics # Marketing Performance Semantic Model and Email Engagement Reporting.
質問 # 91
Northern Trail Outfitters needs to personalize an email content block using data from related objects defined in Data 360. The personalization must reflect attributes tied to Unified Individuals.
Which data source type should a Marketing Cloud Next Consultant use to access this related data for personalization?
正解：B
解説：
A Data Graph is the correct source because it combines a primary Data Model Object with related objects into a structure optimized for personalization. For Marketing Cloud Next profile personalization, Salesforce typically configures the Data Graph with Unified Individual as the primary DMO , then adds related objects such as Individual, Contact Point Email, purchases, service records, loyalty data, or other associated profile information.
This differs from using the Unified Individual DMO alone. The Unified Individual provider can expose attributes directly stored on that object, but it doesn't provide the same ability to traverse and expose attributes from multiple related DMOs. The requirement specifically states that the content block needs data from related objects , making the Data Graph necessary.
A Personalization Recommender is designed to generate individualized recommendations rather than simply expose relational customer attributes for ordinary email personalization.
Salesforce explicitly states that Data Graphs used for Marketing Cloud Next personalization are typically based on Unified Individual and can include related data such as purchases or service cases. The uploaded bank also keys A.
Study Guide Reference: Campaign Design, Flow Orchestration and Content # Personalization # Data Graphs and Related Data.
質問 # 92
Northern Trail Outfitters wants to enrich its customer profiles by combining CRM Contact data with anonymous web browsing activity captured via the web tracking embed code. A Marketing Cloud Next Consultant has already set up the Contact data stream mapped to the Individual data model object (DMO) and confirmed that web tracking events are flowing into the Website Engagement DMO.
What must the consultant configure in Identity Resolution to link anonymous visitor data to known Contact profiles?
正解：C
解説：
Salesforce provides the Device to Known Identity Resolution rule specifically to associate anonymous tracked visitors with known Unified Individual profiles.
Current Marketing Cloud Next setup documentation states that an Individual Identity Resolution ruleset should include an Identity Match DMO match criterion where Identity Match Type is matched exactly to device-to-known. Salesforce explains that this recommended rule attributes web-tracking activity to the correct Unified Individual.
This architecture exists because anonymous website engagement initially contains a device or visitor identity rather than ordinary CRM identity attributes. Once the visitor becomes identifiable-for example, through a recognized interaction-the Identity Match relationship enables Data 360 to stitch that visitor identity to the known Individual.
Option A incorrectly proposes manually altering identity relationships with Flow. Option B assumes Website Engagement should be directly matched to Individual using email, which bypasses the specialized identity- stitching mechanism Salesforce provides.
The uploaded master bank identifies C.
Study Guide Reference: Data Modeling, Identity Resolution and Segmentation # Identity Resolution # Identity Match DMO and Device-to-Known Matching.
質問 # 93
A contact calls a service rep and asks to be opted out of all marketing emails.
What is the correct supported action to opt-out the contact?
正解：C
解説：
Among the supplied choices, A represents the Marketing Cloud Next consent-layer update rather than manipulating the ordinary CRM Email Opt Out field . Current Salesforce terminology has evolved:
service representatives can view and update Marketing Cloud Next consent from the Salesforce record using the Privacy Consent Status Lightning Web Component , while automated changes use Create Consent
/Consent Request.
Salesforce explicitly states that the standard HasOptedOutOfEmail field on Lead or Contact isn't used by Marketing Cloud Next consent by default. Therefore, C doesn't reliably unsubscribe the person from Marketing Cloud Next communications.
A preference page is normally the customer's self-service experience. Customers can use an "unsubscribe from all emails" preference-page action, which sets them to OPT_OUT for all applicable subscriptions, but the scenario describes a service representative acting on the customer's request.
The uploaded source keys A. The phrase "Consent Status flow element" reflects older/imprecise terminology; the current manual interface is Privacy Consent Status.
Study Guide Reference: Consent # Manual Consent Management # Privacy Consent Status and Subscription-Level Opt-Out.
質問 # 94
Northern Trail Outfitters (NTO) wants to send a confirmation email immediately after a prospect submits a form on a landing page published in Marketing Cloud Next. NTO wants to personalize the email using the values entered in the submitted form.
Which data source should NTO use when configuring the email?
正解：C
解説：
An Event Data Provider is appropriate because the email is triggered by a discrete event-specifically, a landing-page form submission-and the email must use values contained in that event payload. Salesforce categorizes Event as a supported Marketing Cloud Next personalization data source and describes events as activities such as order confirmations and subscription signups that trigger flows.
A form submission can launch an Automation Event-Triggered Flow. Data associated with the triggering event can then be exposed to message content through the Event Data Provider, allowing submitted values such as first name, selected product, event choice, or form responses to appear as merge fields.
A Data Graph is better suited to persistent profile and related Data 360 information. It isn't necessary when the desired values are already available from the triggering event. Activation Data Provider is used when personalization attributes come from a Data 360 segment activation.
Salesforce documentation demonstrates the same pattern: event-triggered emails can use event values through Event Data Provider merge fields. The uploaded bank keys A.
Study Guide Reference: Campaign Design, Flow Orchestration and Content # Event-Triggered Marketing # Event Data Provider Personalization.
質問 # 95
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