Salesforce AP-215 real exam prep : Marketing Cloud Intelligence Accredited Professional

  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Sep 17, 2026
  • Q&As: 64 Questions and Answers

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About Salesforce AP-215 Real Exam

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Salesforce AP-215 Exam Syllabus Topics:

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

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 TestkingPass members. You can sign-up / login (it's free).

Question #2

Your client provided the following sources:
Source 1:

Source 2:

Source 3:

As can be seen, the Product values present in sources 2 and 3 are similar and can be linked with the first extraction from 'Media Buy Name' in source1 The end goal is to achieve a final view of Product Group alongside Clicks and Sign Ups, as described below:

Which two options will meet the client's requirement and enable the desired view?

  • A. Custom Classification: 1
    Source 1: Custom Classification key will be populated with the extraction of the Media Buy Name.
    Source 2: 'Product' will be mapped to Custom Classification key and 'Product Group' to a Custom Classification level. Exam Timer Source 3: 'Product will be mapped to Custom Classification key. Came
  • B. Harmonization Center:
    Patterns from sources 1 and 3 generate harmonized dimension 'Product'. Data Classification rule, using source 2, is applied on top of the harmonized dimension
  • C. Overarching Entities:
    Source 1: custom classification key will be populated with the extraction of the Media Buy Name.
    Source 2: 'Product' will be mapped to Product field and 'Product Group' to Product Name.
    Source 3: 'Product' will be mapped to Product field.
  • D. Parent Child:
    All sources will be uploaded to the same data stream type - Ads. The setup is the following:
    Source 1: Media Buy Key -- Media Buy Key, extracted product value - Media Buy Attribute.
    Source 2: Product - Media Buy Key, Product Group -- Media Buy Attribute.
    Source 3: Product - Media Buy Key.
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

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Question #3

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
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 7th - 11th. Which option reflects the stage(s) the Opportunity key 123AA01 is associated with?

  • A. Interest & Registered
  • B. Registered
  • C. Confirmed Interest & Registered
  • D. Confirmed Interest
  • E. Interest
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

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. 2
  • C. 4
  • D. 3
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #5

A client provides the following three files:
File A:

File B:

File C:

File A was uploaded using the Ads data stream type.
The client would like to create this view (data from Files B & C) in Datorama:

Which proposed solution would cause a false connection between the two files?

  • A. Custom classification
  • B. VLOOKUP in Data Stream B. Vlookup will return "Day" and "Installs"
  • C. VLOOKUP in Data Stream C. Vlookup will return "MB Name"
  • D. Data Classification
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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