Salesforce AP-215 - Marketing Cloud Intelligence Accredited Professional

Salesforce AP-215 Actual PDF
  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Oct 26, 2026
  • Q & A: 64 Questions and Answers
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Salesforce AP-215 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Performance and Troubleshooting5%- Common issues and fixes
- Monitoring and optimization
Topic 2: Data Mapping and Modeling5%- Source of truth configuration
- Data structure and relationships
- Dimensions and measures
Topic 3: Data Quality and Cleansing7%- Duplicate management
- Error handling and correction
- Validation rules
Topic 4: Reporting and Analytics12%- Attribution models
- Insight generation and interpretation
- Report creation and scheduling
Topic 5: Calculated Fields and Functions5%- Custom calculations
- VLOOKUP and FUZZYVLOOKUP
- Extract and transformation formulas
Topic 6: Automation and Workflow5%- Workflow setup
- Automated distribution
Topic 7: Data Harmonization3%- Pros and cons of harmonization approaches
- Cross-source alignment
- Standardization methods
Topic 8: Data Integration and Ingestion12%- Refresh schedules and data flow
- API and file-based import
- Data streams and connectors
Topic 9: Overarching Entities3%- Use cases and application scenarios
- Structure and configuration
Topic 10: Data Permissions and Governance5%- Parent-child data setups
- Data update controls
- User access and roles
Topic 11: Datasets and Data Views10%- Filtering and segmentation
- View configuration and sharing
- Dataset creation and management
Topic 12: General Functionalities13%- Core platform capabilities
- Navigation and interface
- Basic concepts and terminology
Topic 13: Dashboards and Visualization15%- Dashboard design and layout
- KPI and metric display
- Chart types and usage

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question #1

What are two potential reasons for performance issues (when loading a dashboard) when using the CRM data stream type?

  • A. No mappable measurements - all measurements are calculated
  • B. Pacing - daily rows are being created for every lead and opportunity keys
  • C. The data is stored at the workspace level.
  • D. When a data stream type ''CRM - Leads' is created, another complementary 'CRM - Opportunity' is created automatically.
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

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Question #2

Your client would like to create a new harmonization field - Exam Topic.
The below table represents the harmonization logic from each source.

As can be seen from the table, there are in fact two fields that hold a certain connection: Exam ID and Exam Topic. The connection indicates that where an Exam ID is found - a single Exam Topic value is associated with it.
The client has a requirement to be able to view measurements from all data sources sliced by Exam Topic values, as seen in the following example:

The client suggested to create, without any mapping manipulations, several patterns via the harmonization center that will generate two Harmonized Dimensions:
Exam ID
Exam Topic
Given the above information, which statement is correct regarding the ability to implement this request with the above suggestion?

  • A. The solution will work - the client will be able to view Exam Topic with Email Sends.
  • B. The above Patterns setup will not work for this use case.
  • C. The Harmonized field for Exam ID is redundant. One Harmonized dimension for Exam Topic is enough for a sustainable and working solution
  • D. Only if 5 different Patterns are created, from 5 different fields - the solution will work.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

A client wants to integrate their data within Marketing Cloud Intelligence to optimize their marketing insights and cross-channel marketing activity analysis. Below are details regarding the different data sources and the number of data streams required for each source.

When harmonizing the Objective field from within the data stream mapping, which advantage is gained?

  • A. Ease of Setup
  • B. Performance (Performance when loading a dashboard page)
  • C. Ease of Maintenance
  • D. Scalability
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

Which three entities and/or functions can be used in an expression when building a calculated dimension?

  • A. Calculated dimensions
  • B. The VLOOKUP function
  • C. The EXTRACT function
  • D. Mapped measurements
  • E. Mapped dimensions
Reveal Solution  Discussion  0

Correct Answer: C,D,E  🗳️

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Question #5

A client's data consists of three data streams as follows:
Data Stream A:

* The data streams should be linked together through a parent-child relationship.
* Out of the three data streams, Data Stream C is considered the source of truth for both the dimensions and measurements.
How should the "Override Media Buy Hierarchies" checkbox be set in order to meet the client's requirements?

  • A. It should be checked in Data Stream A
  • B. It should be checked in Data Stream C
  • C. It should not be checked in any of the three Data Streams.
  • D. It should be checked in Data Stream B
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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