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Salesforce AP-215 : Marketing Cloud Intelligence Accredited Professional

AP-215 real exams

Exam Code: AP-215

Exam Name: Marketing Cloud Intelligence Accredited Professional

Updated: Aug 31, 2026

Q & A: 64 Questions and Answers

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About Salesforce AP-215 Exam

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Salesforce AP-215 Exam Syllabus Topics:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question 1

Your client has provided sample files of their data from the following data sources:
Google Campaign Manager

Below are the requirements from the client and additional information:
* The sources are linked to each other by shared Media Buy names.
* In addition to the mutual Media Buys, the sources contain campaign and site values. However, the client would like to see the campaign/site values coming from Google CM and not from Google DV360.
* The source of truth for cost is Google DV360
Which action(s) are needed to take place in order to meet the client's requirement and set Google DV360 as the source of truth for Cost?

A. Unmap 'Cost' in Google DV360
B. Set Update Attributes and Hierarchies' as the Data updates Permissions for Google DV360
C. Unmap 'Cost' in Google Campaign Manager
D. Set 'Inherit Attributes and Hierarchies' as the Data updates Permissions for Google DV360


Question 2

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

A. The EXTRACT function
B. The VLOOKUP function
C. Mapped dimensions
D. Mapped measurements
E. Calculated dimensions


Question 3

Your client is interested in ingesting the below file:

The client decided to upload the file to a new generic data stream type and map 'Date' to 'Day' and 'Number of Topics' to a generic custom metric.
In regards to the fields 'Meeting Code' and 'Meeting Name', your client is debating several options.
Which two options would you recommend in order to avoid data loss?

A. 'Meeting Code' will be mapped to 'Main Generic Entity Key'.
'Meeting Name' will be mapped to 'Generic Entity 2 Key'.
B. 'Meeting Code' will be mapped to 'Main Generic Entity Key'.
'Meeting Name' will be mapped to 'Main Generic Entity custom attribute'.
C. Concatenation of both 'Meeting Code' and 'Meeting Name' will be mapped to 'Main Generic Entity Key'.
'Meeting Code' will be mapped to 'Main Generic Entity Attribute 1'.
D. 'Meeting Code' will be mapped to 'Main Generic Entity custom attribute'.
'Meeting Name' will be mapped to 'Generic Entity Key'
E. 'Meeting Code' will be mapped to 'Main Generic Entity Attribute 1'.
'Meeting Name' will be mapped to 'Main Generic Entity Attribute 2'.


Question 4

An Implementation engineer is requested to create a new harmonization field 'Offer' and apply the following logic:

The implementation engineer to use the Harmonization Center. Which of the below actions can help implement the new dimension 'Offer?

A. Two separate patterns (filtered by Linkedin or AdRoll sources)
Within Google Analytics' mapping A formula that reflects the logic above will be populated within a Web Analytics Site custom attribute Another pattern to be created for the newly Web Analytics Site custom attribute (filtered by Google Analytics source).
A total of 3 patterns.
B. Two separate patterns (filtered by Linkedin or AdRoll sources)
Within Google Analytics' mapping: A formula that reflects the logic above will be populated within a Campaign custom attribute.
Another pattern to be created for the newly campaign attribute (filtered by Google Analytics source).
A total of 3 patterns
C. Two separate patterns (filtered by Linkedin or AdRoll sources).
Another single pattern for Campaign Name (filtered by Google Analytics source).
A total of 3 patterns.
D. Two separate patterns (filtered by Linkedln or AdRoll sources).
Another single pattern for Web Analytics Site Source (filtered by Google Analytics source), extracting all three positions A total of 3 patterns.


Question 5

A technical architect is provided with the logic and Opportunity file shown below:
The opportunity status logic is as follows:
For the opportunity stages "Interest", "Confirmed Interest" and "Registered", the status should be "Open".
For the opportunity stage "Closed", the opportunity status should be closed Otherwise, return null for the opportunity status

Given the above file and logic and assuming that the file is mapped in a GENERIC data stream type with the following mapping:
"Day" - Standard "Day" field
"Opportunity Key" > Main Generic Entity Key
"Opportunity Stage" - Main Generic Entity Attribute
"Opportunity Count" - Generic Custom Metric
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 11th. What is the number of opportunities in the Interest stage?

A. 1
B. 0
C. 2
D. 3


Solutions:

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

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