Salesforce AP-215 - Marketing Cloud Intelligence Accredited Professional
- Exam Code: AP-215
- Exam Name: Marketing Cloud Intelligence Accredited Professional
- Updated: Oct 26, 2026
- Q & A: 64 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Performance and Troubleshooting | 5% | - Common issues and fixes - Monitoring and optimization |
| Topic 2: Data Mapping and Modeling | 5% | - Source of truth configuration - Data structure and relationships - Dimensions and measures |
| Topic 3: Data Quality and Cleansing | 7% | - Duplicate management - Error handling and correction - Validation rules |
| Topic 4: Reporting and Analytics | 12% | - Attribution models - Insight generation and interpretation - Report creation and scheduling |
| Topic 5: Calculated Fields and Functions | 5% | - Custom calculations - VLOOKUP and FUZZYVLOOKUP - Extract and transformation formulas |
| Topic 6: Automation and Workflow | 5% | - Workflow setup - Automated distribution |
| Topic 7: Data Harmonization | 3% | - Pros and cons of harmonization approaches - Cross-source alignment - Standardization methods |
| Topic 8: Data Integration and Ingestion | 12% | - Refresh schedules and data flow - API and file-based import - Data streams and connectors |
| Topic 9: Overarching Entities | 3% | - Use cases and application scenarios - Structure and configuration |
| Topic 10: Data Permissions and Governance | 5% | - Parent-child data setups - Data update controls - User access and roles |
| Topic 11: Datasets and Data Views | 10% | - Filtering and segmentation - View configuration and sharing - Dataset creation and management |
| Topic 12: General Functionalities | 13% | - Core platform capabilities - Navigation and interface - Basic concepts and terminology |
| Topic 13: Dashboards and Visualization | 15% | - Dashboard design and layout - KPI and metric display - Chart types and usage |
What are two potential reasons for performance issues (when loading a dashboard) when using the CRM data stream type?
Correct Answer: A,B 🗳️
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Your client would like to create a new harmonization field - Exam Topic.
The below table represents the harmonization logic from each source.
As can be seen from the table, there are in fact two fields that hold a certain connection: Exam ID and Exam Topic. The connection indicates that where an Exam ID is found - a single Exam Topic value is associated with it.
The client has a requirement to be able to view measurements from all data sources sliced by Exam Topic values, as seen in the following example:
The client suggested to create, without any mapping manipulations, several patterns via the harmonization center that will generate two Harmonized Dimensions:
Exam ID
Exam Topic
Given the above information, which statement is correct regarding the ability to implement this request with the above suggestion?
Correct Answer: C 🗳️
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A client wants to integrate their data within Marketing Cloud Intelligence to optimize their marketing insights and cross-channel marketing activity analysis. Below are details regarding the different data sources and the number of data streams required for each source.
When harmonizing the Objective field from within the data stream mapping, which advantage is gained?
Correct Answer: C 🗳️
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Which three entities and/or functions can be used in an expression when building a calculated dimension?
Correct Answer: C,D,E 🗳️
Explanation: Only visible for TestPDF members. You can sign-up / login (it's free).
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.
How should the "Override Media Buy Hierarchies" checkbox be set in order to meet the client's requirements?
Correct Answer: B 🗳️
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