Salesforce Marketing Cloud Intelligence Accredited Professional : AP-215 Exam Questions

  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Oct 02, 2026
  • Q&As: 64 Questions and Answers

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Salesforce AP-215 Exam Syllabus Topics:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question #1

An implementation engineer has been provided with 4 different source files: 03m 16s
1. Twitter Ads
2. Creative Classification
3. Placement Classification
4, Campaign Category Classification
The main source is Twitter Ads (which includes various fields and KPIs), and the rest are classification files that connect to Twitter Ads and enrich different fields within it.
The connections between the files are described as follows:
1st Party Creative Classification
File structure/headers:

Creative ID - links back to Creative Key (Twitter Ads)
1st Party Placement Classification &
File structure/headers:

Category - links back to Campaign Category (Twitter Ads)
Which proposed solution meets the client's requirements for the above use case?

  • A.
  • B.
  • C.
  • D.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

Question #2

What Is a disadvantage of using a Vlookup formula?

  • A. It allows classifying data only on a basis of mutual entity keys.
  • B. Can return values only from the same data stream type
  • C. Could extend processing time of data streams.
  • D. It cannot be used more than once from the same data stream.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

Question #3

An implementation engineer has been provided with the below dataset:

*Note: CPC = Cost per Click
Formula: Cost / Clicks
Which action should an engineer take to successfully integrate CPC?

  • A. Populate the logic within a custom measurement. Set Aggregation to AVG.
  • B. Populate the logic within a custom measurement. No need to change Aggregation.
  • C. Unmap it, as Datorama will calculate it automatically.
  • D. Populate the logic within a custom measurement. Set Aggregation to SUM.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

Question #4

Which option will yield the desired result:?

  • A. Option 3
  • B. Option 1
  • C. Option 2
  • D. Option 4
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

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.
* Data Stream C was set as a 'Parent', and the 'Override Media Buy Hierarchy' checkbox is checked What should the Data Updates Permissions be set to for Data Stream B?

  • A. There is no difference, all permissions will have a similar effect given the scenario.
  • B. Update Attributes and Hierarchies
  • C. Update Attributes
  • D. Inherit Attributes and Hierarchies
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

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