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Last Updated: Oct 15, 2026
No. of Questions: 64 Questions & Answers with Testing Engine
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Salesforce AP-215 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Administration and Security | - User roles and permissions - Data access control - Platform configuration |
| Data Ingestion and Integration | - Data sources and connectors - Data ingestion processes - Data synchronization and scheduling |
| Data Quality and Troubleshooting | - Data validation and monitoring - Error handling and debugging - Performance optimization |
| Marketing Use Cases and Activation | - Campaign performance analysis - Business reporting use cases - Cross-channel marketing insights |
| Data Modeling and Transformation | - Data model structure and schema design - Metrics and dimensions configuration - Normalization and harmonization |
| Analytics and Dashboarding | - Insights and reporting - Dashboard creation and configuration - Visualization best practices |
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:
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
Correct Answer: C 🗳️
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A client's data consists of three data streams as follows:
* 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.
Which data stream should be set as a parent?
- A. Data Stream B
- B. Data Stream A
- C. Data Stream C
- D. Any of the data streams can technically be the parent
Correct Answer: C 🗳️
Explanation: Only visible for TopExamCollection members. You can sign-up / login (it's free).
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.
Assuming the data was ingested properly and the Parent Child was created correctly according to the client's requirements, what is the total Impressions value for Campaign Key 'CK_3'?
- A. N-A
- B. 300
- C. 150
- D. 100
Correct Answer: D 🗳️
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What are two potential reasons for performance issues (when loading a dashboard) when using the CRM data stream type?
- A. When a data stream type ''CRM - Leads' is created, another complementary 'CRM - Opportunity' is created automatically.
- B. The data is stored at the workspace level.
- C. No mappable measurements - all measurements are calculated
- D. Pacing - daily rows are being created for every lead and opportunity keys
Correct Answer: C,D 🗳️
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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. The two files were uploaded to a different Generic type
- E. Any one of the files can potentially be set as the Parent data stream
Correct Answer: B,E 🗳️
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