Salesforce AP-215 Valid Q&A - in .pdf

  • AP-215 pdf
  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Aug 22, 2026
  • Q & A: 64 Questions and Answers
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Salesforce AP-215 Valid Q&A - Testing Engine

  • AP-215 Testing Engine
  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Aug 22, 2026
  • Q & A: 64 Questions and Answers
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Salesforce AP-215 Exam Syllabus Topics:

SectionObjectives
Analytics and Dashboarding- Insights and reporting
- Visualization best practices
- Dashboard creation and configuration
Marketing Use Cases and Activation- Campaign performance analysis
- Cross-channel marketing insights
- Business reporting use cases
Data Quality and Troubleshooting- Data validation and monitoring
- Performance optimization
- Error handling and debugging
Data Ingestion and Integration- Data synchronization and scheduling
- Data ingestion processes
- Data sources and connectors
Administration and Security- User roles and permissions
- Data access control
- Platform configuration
Data Modeling and Transformation- Normalization and harmonization
- Metrics and dimensions configuration
- Data model structure and schema design

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

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


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


3. 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) 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.
B) 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.
C) 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.
D) Upload the two files and create a Parent-Child relationship between them. The Override Media Buy Hierarchy checkbox is checked in Google Analytics.


4. Source 3:

Via the harmonization Center, the Client has created Patterns and applied a classification rule using source 2.
While performing QA, you have spotted that the final value of clicks for Product Group Ais 10, where it should've been i5.

How can an implementation engineer fix this discrepancy?

A) Toggle the 'Structure Compliant' OFF.
B) Uncheck the "Case Sensitive" checkbox in the data classification
C) Leave the "Case Sensitive" checkbox in the data classification unchecked
D) Upload both source 1 and 3 to the same data stream type in order to be able to generate Patterns from them.


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


Solutions:

Question # 1
Answer: D
Question # 2
Answer: C
Question # 3
Answer: C
Question # 4
Answer: B
Question # 5
Answer: C

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