Salesforce Marketing Cloud Intelligence Accredited Professional : AP-215

  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Aug 08, 2026
  • Q & A: 64 Questions and Answers

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Salesforce AP-215 Exam Syllabus Topics:
SectionObjectives
Topic 1: Data Ingestion and Integration- Data ingestion processes
- Data sources and connectors
- Data synchronization and scheduling
Topic 2: Administration and Security- Platform configuration
- Data access control
- User roles and permissions
Topic 3: Analytics and Dashboarding- Dashboard creation and configuration
- Visualization best practices
- Insights and reporting
Topic 4: Marketing Use Cases and Activation- Campaign performance analysis
- Cross-channel marketing insights
- Business reporting use cases
Topic 5: Data Modeling and Transformation- Data model structure and schema design
- Metrics and dimensions configuration
- Normalization and harmonization
Topic 6: Data Quality and Troubleshooting- Error handling and debugging
- Data validation and monitoring
- Performance optimization
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

1. A client Ingested the following We into Marketing Cloud Intelligence:

The mapping of the above file can be seen below:
Date - Day
Media Buy Key - Media Buy Key
Campaign Name - Campaign Name
Campaign Group -. Campaign Custom Attribute 01
Clicks -> Clicks
Media Cost -> Media Cost
Campaign Planned Clicks -> Delivery Custom Metric 01
The client would like to have a "Campaign Planned Clicks" measurement.
This measurement should return the "Campaign Planned Clicks" value per Campaign, for example:
For Campaign Name 'Campaign AAA", the "Campaign Planned Clicks" should be 2000, rather than 6000 (the total sum by the number of Media Buy keys).
In order to create this measurement, the client considered multiple approaches. Please review the different approaches and answer the following question:

Which two options will yield a false result:

A) Option 4
B) Option 1
C) Option 3
D) Option 5
E) Option 2


2. An implementation engineer is requested to extract the second position
of the Campaign Name values.
The Campaign values consist of multiple delimiter types, as can be
seen in the following example:
Campaign Name: Ad15X2w&Delux_wal90
Desired value: Delux
Which three harmonization methods will achieve the desired outcome?

A) Patterns
B) Vlookup 0
C) Calculated Dimensions
D) Data Fusion
E) Mapping formula


3. An implementation engineer is requested to apply the following logic:

To apply the above logic, the engineer used only the Harmonization Center, without any mapping manipulations. What is the minimum amount of Patterns creating both 'Platform' and 'Line of Business'?"

A) 5
B) 3
C) 4
D) 2


4. Your client is interested in ingested the below file to a new generic data stream type:

The field 'Meeting Code' was mapped to the main entity key. 'How should the 'Room Number' be mapped?

A) A separate entity key
B) A custom metric and set aggregation to SUM
C) A custom metric and set aggregation to AUTO
D) An attribute of 'Meeting Code'


5. What Is a disadvantage of using a Vlookup formula?

A) Can return values only from the same data stream type
B) Could extend processing time of data streams.
C) It allows classifying data only on a basis of mutual entity keys.
D) It cannot be used more than once from the same data stream.


Solutions:

Question # 1
Answer: B,D
Question # 2
Answer: A,C,E
Question # 3
Answer: B
Question # 4
Answer: D
Question # 5
Answer: B

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