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Salesforce AP-215 exam : Marketing Cloud Intelligence Accredited Professional

AP-215 Exam Simulator
  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Sep 06, 2026
  • Q & A: 64 Questions and Answers
  • Salesforce AP-215 Q&A - in .pdf

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Salesforce AP-215 exam simulator

Salesforce AP-215 Exam Syllabus Topics:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question 1

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

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


Question 2

An implementation engineer is requested to extract the second position
of the Campaign Name values.
The Campaign values consist of multiple delimiter types, as can be
seen in the following example:
Campaign Name: Ad15X2w&Delux_wal90
Desired value: Delux
Which three harmonization methods will achieve the desired outcome?

A. Mapping formula
B. Calculated Dimensions
C. Patterns
D. Data Fusion
E. Vlookup 0


Question 3

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.
The client would like to have a "Site Revenue" measurement.
This measurement should return the highest revenue value per Site, for example:
For Site Key 'SK_C_2', the "Site Revenue" should be $7.00.
When aggregated by date, the "Site Revenue" measurement should return the total sum of the results of all sites.
For example:
For the date 1 Apr 2020, "Site Revenue" should be $11.00 (sum of Site Revenue for Site Keys 'SK_C_1' ($4.00) and 'SK_C_2' ($7.00))

Which options will yield the desired result;

A. Option #2 & Option #4
B. Option #1 & Option #3
C. Option #2 & Option #3
D. Option #1 & Option #4


Question 4

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


Question 5

An implementation engineer has been asked to perform QA for a standard file ingestion, done by the client.
The source file that was ingested can be seen below:

The number of rows added to this data stream is 3. What could have led to this discrepancy?

A. All fields are mapped except for the Campaign Key
B. All fields are mapped except for the Media Buy Name.
C. All fields are mapped except for the Creative Name
D. All fields are mapped except for the Media Buy Key.


Solutions:

Question 1
Answer: C
Question 2
Answer: A,B,C
Question 3
Answer: A
Question 4
Answer: C
Question 5
Answer: A

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