Salesforce AP-215 : Marketing Cloud Intelligence Accredited Professional

AP-215 real exams

Exam Code: AP-215

Exam Name: Marketing Cloud Intelligence Accredited Professional

Updated: Oct 16, 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:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question #1

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. 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.
  • 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. 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
  • D. 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.
Reveal Solution  Discussion  0

Correct Answer: B,C  🗳️

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Question #2

Which option will yield the desired result:?

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

Correct Answer: C  🗳️

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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
"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 7th - 10th. How many different stages are presented in the table?

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

Correct Answer: D  🗳️

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Question #4

What is the relationship between "Media Buy Key" and "Creative Key?

  • A. One-to-many (one Media Buy ley has many Creative Key)
  • B. One-to-one
  • C. Many-to-one (one Creative Key has many Media Buy Keys)
  • D. Many-to-many
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #5

An implementation engineer has been provided with 4 different source files: 03m 48s
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 by
File structure/headers:

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

Correct Answer: C  🗳️

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