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Salesforce AP-215 real answers - Marketing Cloud Intelligence Accredited Professional

AP-215
  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Oct 12, 2026
  • Q & A: 64 Questions and Answers
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Salesforce AP-215 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Quality and Troubleshooting- Data validation and monitoring
- Error handling and debugging
- Performance optimization
Topic 2: Administration and Security- User roles and permissions
- Platform configuration
- Data access control
Topic 3: Data Ingestion and Integration- Data ingestion processes
- Data synchronization and scheduling
- Data sources and connectors
Topic 4: Analytics and Dashboarding- Insights and reporting
- Visualization best practices
- Dashboard creation and configuration
Topic 5: Marketing Use Cases and Activation- Business reporting use cases
- Cross-channel marketing insights
- Campaign performance analysis
Topic 6: Data Modeling and Transformation- Metrics and dimensions configuration
- Normalization and harmonization
- Data model structure and schema design

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question #1

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:

Which harmonization feature should an Implementation engineer use to meet the client's requirement?

  • A. Parent Chile
  • B. Calculated dimensions
  • C. Custom Classification
  • D. Transformers
  • E. Fusion
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

A client provides the following three files:
File A:

File B:

File C:

File A was uploaded using the Ads data stream type.
The client would like to create this view (data from Files B & C) in Datorama:

Which proposed solution would cause a false connection between the two files?

  • A. Custom classification
  • B. VLOOKUP in Data Stream B. Vlookup will return "Day" and "Installs"
  • C. Data Classification
  • D. VLOOKUP in Data Stream C. Vlookup will return "MB Name"
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #3

Which three statements accurately describe the different data stream types in Marketing Cloud intelligence?

  • A. Every data stream type includes the Medio Buy entity
  • B. All data stream types consist of at least one entity
  • C. All data stream types share at least one mutual measurement
  • D. Each data stream type has its own set of measurements
  • E. Each data stream type has Its own main entity
Reveal Solution  Discussion  0

Correct Answer: B,D,E  🗳️

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Question #4

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

Correct Answer: B  🗳️

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

Correct Answer: D  🗳️

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