Passing exam with AP-215 latest training materials

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Last Updated: Sep 27, 2026

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Salesforce AP-215 Exam Syllabus Topics:

SectionObjectives
Topic 1: Administration and Security- User roles and permissions
- Platform configuration
- Data access control
Topic 2: Analytics and Dashboarding- Visualization best practices
- Dashboard creation and configuration
- Insights and reporting
Topic 3: Data Quality and Troubleshooting- Data validation and monitoring
- Error handling and debugging
- Performance optimization
Topic 4: Data Ingestion and Integration- Data synchronization and scheduling
- Data ingestion processes
- Data sources and connectors
Topic 5: Marketing Use Cases and Activation- Cross-channel marketing insights
- Campaign performance analysis
- Business reporting use cases
Topic 6: Data Modeling and Transformation- Normalization and harmonization
- Data model structure and schema design
- Metrics and dimensions configuration

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question #1

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 aggregation function is set as AVG
  • B. The measurement 'Clicks' is set as a percentage.
  • C. A mapping formula was populated, indicating not to bring Type! values.
  • D. The aggregation function is set as LIFETIME
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #2

Which Marketing Cloud Intelligence field is considered an attribute and not a "variable"?

  • A. Campaign Category
  • B. Device Browser
  • C. Device Category
  • D. Geo Location
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).

Question #3

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.
The client would like to have a "Site Revenue" measurement.
This measurement should return the highest revenue value per Site, for example:
For Site Key 'SK_C_2', the "Site Revenue" should be $7.00.
When aggregated by date, the "Site Revenue" measurement should return the total sum of the results of all sites.
For example:
For the date 1 Apr 2020, "Site Revenue" should be $11.00 (sum of Site Revenue for Site Keys 'SK_C_1' ($4.00) and 'SK_C_2' ($7.00))

Which options will yield the desired result;

  • A. Option #2 & Option #4
  • B. Option #1 & Option #3
  • C. Option #2 & Option #3
  • D. Option #1 & Option #4
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Correct Answer: A  🗳️

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Question #4

What are two potential reasons for performance issues (when loading a dashboard) when using the CRM data stream type?

  • A. Pacing - daily rows are being created for every lead and opportunity keys
  • B. The data is stored at the workspace level.
  • C. When a data stream type ''CRM - Leads' is created, another complementary 'CRM - Opportunity' is created automatically.
  • D. No mappable measurements - all measurements are calculated
Reveal Solution  Discussion  0

Correct Answer: A,D  🗳️

Question #5

A client would like to integrate the following two sources:
Google Campaign Manager:

IAS:

After configuring a Parent-Child relationship between the files, which query should an implementation engineer run in order to QA the setup?

  • A. Media Buy Name, Impressions
  • B. Creative Name, Impressions, Analyzed Impressions
  • C. Media Buy Type, Analyzed Impressions
  • D. Media Buy Type, Media Buy Name, Impressions, Analyzed Impressions
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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