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 14, 2026
  • Q & A: 64 Questions and Answers
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Salesforce AP-215 Exam Syllabus Topics:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question #1

What are unstable measurements?

  • A. Measurements for which Aggregation Settings are set as 'Not Auto' and Granularity is set as 'None'.
  • B. Measurements that are set with the LIFETIME aggregation function
  • C. Measurements for which Aggregation Settings are set as 'Auto' and Granularity is set as 'None'.
  • D. Measurements for which Aggregation Settings are set as 'Not Auto' and Granularity is set as 'Not Empty'.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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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" - 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. 2
  • B. 1
  • C. 0
  • D. 3
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

Source 3:

Via the harmonization Center, the Client has created Patterns and applied a classification rule using source 2.
While performing QA, you have spotted that the final value of clicks for Product Group Ais 10, where it should've been i5.

How can an implementation engineer fix this discrepancy?

  • A. Toggle the 'Structure Compliant' OFF.
  • B. Uncheck the "Case Sensitive" checkbox in the data classification
  • C. Upload both source 1 and 3 to the same data stream type in order to be able to generate Patterns from them.
  • D. Leave the "Case Sensitive" checkbox in the data classification unchecked
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #4

An implementation engineer has been asked to perform a QA for a newly created harmonization field, Color, implemented by a client.
The source file that was ingested can be seen below:

The client performed the below standard mapping:

As a final step, the client had created the field 'Color'. As can be seen, it is extracted from the Creative Name (after the '#' sign).
For QA purposes, you have queried a pivot table, with the following fields:
* Media Buy Key
* Media Buy Name
* In View Impressions
The final pivot is presented below:

  • A. A Harmonized dimension was created via a pattern over the Creative Name.
  • B. An EXTRACT formula (for Color) was written and mapped to a Creative custom attribute.
  • C. A calculated dimension was created with the formula: EXTRACT([Creative_Namel, #1)
  • D. An EXTRACT formula (for Color) was written and mapped to a Media Buy custom attribute.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

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. An attribute of 'Meeting Code'
  • B. A custom metric and set aggregation to AUTO
  • C. A custom metric and set aggregation to SUM
  • D. A separate entity key
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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