Salesforce Marketing Cloud Personalization Accredited Professional : AP-216

  • Exam Code: AP-216
  • Exam Name: Marketing Cloud Personalization Accredited Professional
  • Updated: Sep 11, 2026
  • Q & A: 122 Questions and Answers

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Salesforce AP-216 Exam Syllabus Topics:

SectionWeightObjectives
Activation18%- A/B testing setup and analysis
- Campaign creation and execution
- Mobile and server-side campaigns
- Campaign optimization and measurement
- Open-time email campaigns
Solution Overview16%- Product terminology and core implementation components
- Real-time interaction management use cases
- Definition and business value of Marketing Cloud Personalization
Segmentation18%- Segment export and integration with Journey Builder
- Segment performance reporting and analytics
- Segment rules, filters and goals configuration
- Segment creation and management
Sitemap18%- Content zones configuration
- Unified customer profile building
- Catalog and page mapping
- Web SDK implementation
- Sitemap design and best practices
Data Integration14%- ETL feed system implementation
- Salesforce Connector integration
- Data flow management within and outside the platform
- Event API usage and configuration
Einstein Capabilities10%- Einstein recipes overview and usage
- Ingredients configuration and application
Setup & Administration6%- Identity system configuration
- User attributes management
- Platform configuration and setup procedures

Salesforce Marketing Cloud Personalization Accredited Professional Sample Questions:

Question #1

What controls how content and product recommendations display in an open time email campaign?

  • A. Promotion Eligibility
  • B. Campaign Template
  • C. Item Template
  • D. Catalog Setup
Answer: C

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Question #2

Which two items can be included in the total engagement score calculation?

  • A. Time of Day
  • B. Visits
  • C. Actions
  • D. Identity merge date
Answer: B,C

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Question #3

How does Guardian determine the expected range for a given metric?

  • A. Guardian queries the Data warehouse to establish logical the expected ranges
  • B. Guardian uses continuous machine learning to set predict the expected range
  • C. Guardian uses upper and lower bounds set by the user for each metric.
  • D. Guardian comes with pre-built ranges for each metric, which cannot be configured
Answer: B

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Question #4

In the user interface what is the visual representation of the data about a single visitor including preference?

  • A. Single view of customer
  • B. Unified view of customer
  • C. Single source of truth
  • D. unified customer profile
Answer: D

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Question #5

What are two ways to populate the Marketing Cloud Personalization catalog?

  • A. Email Pixel
  • B. Third-party Integration
  • C. ETL Feed
  • D. Web SDK
Answer: C,D

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