Salesforce AP-215 - Marketing Cloud Intelligence Accredited Professional
- 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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| Section | Objectives |
|---|---|
| Data Ingestion and Integration | - Data sources and connectors - Data synchronization and scheduling - Data ingestion processes |
| Data Modeling and Transformation | - Metrics and dimensions configuration - Data model structure and schema design - Normalization and harmonization |
| Data Quality and Troubleshooting | - Error handling and debugging - Data validation and monitoring - Performance optimization |
| Marketing Use Cases and Activation | - Cross-channel marketing insights - Business reporting use cases - Campaign performance analysis |
| Analytics and Dashboarding | - Insights and reporting - Visualization best practices - Dashboard creation and configuration |
| Administration and Security | - Data access control - Platform configuration - User roles and permissions |
What are unstable measurements?
Correct Answer: A 🗳️
Explanation: Only visible for TestPDF members. You can sign-up / login (it's free).
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" - Main Generic Entity Attribute
"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 11th. What is the number of opportunities in the Interest stage?
Correct Answer: C 🗳️
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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?
Correct Answer: B 🗳️
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An implementation engineer has been asked to perform a QA for a newly created harmonization field, Color, implemented by a client.
The source file that was ingested can be seen below:
The client performed the below standard mapping:
As a final step, the client had created the field 'Color'. As can be seen, it is extracted from the Creative Name (after the '#' sign).
For QA purposes, you have queried a pivot table, with the following fields:
* Media Buy Key
* Media Buy Name
* In View Impressions
The final pivot is presented below:
Correct Answer: B 🗳️
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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?
Correct Answer: A 🗳️
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