Salesforce Marketing Cloud Intelligence Accredited Professional : AP-215

AP-215 Exam Simulator
  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Jul 28, 2026
  • Q & A: 64 Questions and Answers

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Salesforce AP-215 exam simulator

Salesforce AP-215 Exam Syllabus Topics:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

1. Client has provided sample flies of their data from the following data sources:
Google Campaign Manager

Below are the requirements from the client and additional information:
* The sources are linked to each other by shared Media Buy names.
* In addition-to the mutual Media Buys, the sources contain campaign and site values. However, the client would like to see the campaign/site values coming from Google CM and not from Google DV360.
* The source of truth for cost is Google DV360.
As a first step, a Parent-Child relationship was created between the two files, and the following mapping was performed, within both data streams:

Please note:
* All other measurements were mapped as well to the appropriate fields.
* No other mapping manipulations or formulas were implemented.
How many records will the merged table hold?

A) 8
B) 4
C) 3
D) Depends on the Data Updates Permissions


2. 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) 1
B) 3
C) 0
D) 2


3. An implementation engineer is requested to integrate the following files:
File A:

File B:

The client would like to link the two files in order to view the two KPIS (Tasks Completed' and 'tasks Assignmed') alongside'Employee Name' and/or 'Squard'.
A Parent-Child configuration was set between the two.
Which two statements are correct?

A) The two files cannot be joined as they hold different dates
B) The join can be successful even if "empjd' isn't mapped and employee.name' is mapped to the same entity name in both data streams
C) The two files cannot be Joined as they hold different measurements
D) Any one of the files can potentially be set as the Parent data stream
E) The two files were uploaded to a different Generic type


4. 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) Upload the two files and create a Parent-Child relationship between them. The Override Media Buy Hierarchy checkbox is checked in Google Analytics.
C) 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.
D) 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.


5. A client's data consists of three data sources - Facebook Ads, LinkedIn Ads and Google Campaign Manager.
Notes:
* The client is planning on adding an additional 100 Facebook Ads data streams and 50 more LinkedIn Ads data streams.
* The final volume of data in the workspace will be 5M rows
* Each data source has a naming convention and it can be assumed that any additional profile (i.e. Data Stream) from one of these sources will follow the same naming convention.
The client provided the following sample files:
Facebook Ads:


The client would like to create a new harmonization field named "Market," which will only be coming from Facebook Ads and LinkedIn Ads. The logic for
"Market" is the following:
IF Media Buy Type is equal to "TypeB" or "TypeC" or "TypeD"
Return 'Europe'
ELSE
Return 'Rest Of The World'
In order to create the harmonization field Market, the client considers using either Mapping Formula, Calculated Dimension, VLOOKUP or Patterns.
Considering maintenance and scalability, which option is recommended?

A) Mapping Formulas
B) Patterns
C) vLookuP
D) Calculated Dimension


Solutions:

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

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