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Salesforce AP-215 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Modeling and Transformation | - Data model structure and schema design - Normalization and harmonization - Metrics and dimensions configuration |
| Marketing Use Cases and Activation | - Business reporting use cases - Cross-channel marketing insights - Campaign performance analysis |
| Administration and Security | - Data access control - User roles and permissions - Platform configuration |
| Data Quality and Troubleshooting | - Performance optimization - Error handling and debugging - Data validation and monitoring |
| Data Ingestion and Integration | - Data synchronization and scheduling - Data sources and connectors - Data ingestion processes |
| Analytics and Dashboarding | - Dashboard creation and configuration - Visualization best practices - Insights and reporting |
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:
1. 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) 100
B) 150
C) N-A
D) 300
2. What are two potential reasons for performance issues (when loading a dashboard) when using the CRM data stream type?
A) The data is stored at the workspace level.
B) Pacing - daily rows are being created for every lead and opportunity keys
C) No mappable measurements - all measurements are calculated
D) When a data stream type ''CRM - Leads' is created, another complementary 'CRM - Opportunity' is created automatically.
3. Which option will yield the desired result:?
A) Option 3
B) Option 1
C) Option 2
D) Option 4
4. An implementation engineer has been asked by a client for assistance with the following problem:
The below dataset was ingested:
However, when performing QA and querying a pivot table with Campaign Category and Clicks, the value for Type' is 4.
What could be the reason for this discrepancy?
A) The measurement 'Clicks' is set as a percentage.
B) The aggregation function is set as AVG
C) The aggregation function is set as LIFETIME
D) A mapping formula was populated, indicating not to bring Type! values.
5. An implementation engineer is requested to extract the second position
of the Campaign Name values.
The Campaign values consist of multiple delimiter types, as can be
seen in the following example:
Campaign Name: Ad15X2w&Delux_wal90
Desired value: Delux
Which three harmonization methods will achieve the desired outcome?
A) Data Fusion
B) Vlookup 0
C) Mapping formula
D) Calculated Dimensions
E) Patterns
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B,C | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: C,D,E |






