Salesforce Marketing Cloud Intelligence Accredited Professional : AP-215

  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Sep 01, 2026
  • Q & A: 64 Questions and Answers

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Salesforce AP-215 Exam Syllabus Topics:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question 1

A client created a new KPI: CPS (Cost per Sign-up).
The new KIP is mapped within the data stream mapping, and is populated with the following logic: (Media Cost) / Sign-ups) As can be seen in the table below, CPS was created twice and was set with two different aggregations:

From looking at the table, what are the aggregation settings for each one of the newly created KPIs?

A.

B.

C.

D.


Question 2

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" - Generic Entity Key 2
"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 January (entire month). What is the number of opportunities in the Interest stage?

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


Question 3

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

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


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 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.
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 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.


Question 5

What are unstable measurements?

A. Measurements for which Aggregation Settings are set as 'Not Auto' and Granularity is set as 'Not Empty'.
B. Measurements for which Aggregation Settings are set as 'Auto' and Granularity is set as 'None'.
C. Measurements for which Aggregation Settings are set as 'Not Auto' and Granularity is set as 'None'.
D. Measurements that are set with the LIFETIME aggregation function


Solutions:

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

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