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Salesforce AP-215 : Marketing Cloud Intelligence Accredited Professional

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:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question #1
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 assume that the file is mapped in the OPPORTUNITIES Data Stream type with the following mapping:
"Day" - "Created Date"
"Opportunity Key" + Opportunity Key
"Opportunity Stage" - Opportunity Stage
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 11th. What is the number of 'opportunities in the Confirmed Interest stage?

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


Question #2
Your client is interested in ingested the below file to a new generic data stream type:

The field 'Meeting Code' was mapped to the main entity key. 'How should the 'Room Number' be mapped?

A. A custom metric and set aggregation to SUM
B. A custom metric and set aggregation to AUTO
C. An attribute of 'Meeting Code'
D. A separate entity key


Question #3
The following file was uploaded into Marketing Cloud Intelligence as a generic dataset type:

The mapping is as follows:
Day - Day
Web_site_source - Main Generic Entity Attribute 01
Page Views - Generic Metric 1
*Note that 'web_site_key' and 'web_site_name' are NOT mapped.
How many rows will be stored in Marketing Cloud Intelligence after the above file is ingested?

A. 1
B. 4
C. 0
D. 3


Question #4
An implementation engineer has been provided with 4 different source files: 03m 16s
1. Twitter Ads
2. Creative Classification
3. Placement Classification
4, Campaign Category Classification
The main source is Twitter Ads (which includes various fields and KPIs), and the rest are classification files that connect to Twitter Ads and enrich different fields within it.
The connections between the files are described as follows:
1st Party Creative Classification
File structure/headers:

Creative ID - links back to Creative Key (Twitter Ads)
1st Party Placement Classification &
File structure/headers:

Category - links back to Campaign Category (Twitter Ads)
Which proposed solution meets the client's requirements for the above use case?

A.

B.

C.

D.


Question #5
After uploading a standard file into Marketing Cloud intelligence via total Connect, you noticed that the number of rows uploaded (to the specific data stream) is NOT equal to the number of rows present in the source file. What are two resource that may cause this gap?

A. The source file does not contain the media Buy entity
B. All mapped Measurements for a given row have values equal to zero
C. The file does not contain any measurements (dimension only)
D. Main entity is not mapped


Solutions:

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

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