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Salesforce AP-215

AP-215

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:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question #1
A client has provided you with sample files of their data from the following data sources:
1.Google Analytics
2.Salesforce Marketing Cloud
The link between these sources is on the following two fields:
Message Send Key
A portion of: web_site_source_key
Below is the logic the client would like to have implemented in Datorama:
For 'web site medium' values containing the word "email" (in all of its forms), the section after the "_" delimiter in 'web_site_source_key' is a 4 digit number, which matches the 'Message Send Key' values from the Salesforce Marketing Cloud file. Possible examples of this can be seen in the following table:
Google Analytics:

Salesforce Marketing Cloud:

The client's objective is to visualize the mutual key values alongside measurements from both files in a table.

In order to achieve this, what steps should be taken?

A. Within both files, map the desired value to Custom Classification Key as follows Salesforce Marketing Cloud: map entire Message Key to Custom Classification Key.
Google Analytics: map the extraction logic to Custom Classification Key.
B. Create a Web Analytics Site custom attribute and populate it with the extraction logic. Create a Data Fusion between the newly created attribute and the Message Send Key.
C. Create a Web Analytics Site Source custom attribute and populate it with the extraction logic. Create a Data Fusion between the newly created attribute and the Message Send Key.
D. Upload the two files and create a Parent-Child relationship between them. The Override Media Buy Hierarchy checkbox is checked in Google Analytics.


Question #2
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?

A. The Harmonized field for Exam ID is redundant. One Harmonized dimension for Exam Topic is enough for a sustainable and working solution
B. The solution will work - the client will be able to view Exam Topic with Email Sends.
C. The above Patterns setup will not work for this use case.
D. Only if 5 different Patterns are created, from 5 different fields - the solution will work.


Question #3
A client's data consists of three data streams as follows:
Data Stream A:

A. It doesn't matter. As long as Data stream A is set as a Parent', the rest of the Data Updates Permissions are irrelevant.
B. Inherit Attributes and Hierarchies
C. Update Attributes
D. Update Attributes and Hierarchies


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. 2
B. 3
C. 5
D. 4


Question #5
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
B. Confirmed Interest
C. Confirmed Interest & Registered
D. Interest & Registered
E. Registered


Solutions:

Question #1
Correct Answer: A
Question #2
Correct Answer: A
Question #3
Correct Answer: B
Question #4
Correct Answer: B
Question #5
Correct Answer: D

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