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Instant Download Salesforce : AP-215 Questions & Answers as PDF & Test Engine
- Exam Code: AP-215
- Exam Name: Marketing Cloud Intelligence Accredited Professional
- Updated: Aug 18, 2026
- No. of Questions: 64 Questions and Answers
- Download Limit: Unlimited
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Salesforce AP-215 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Integration and Ingestion | 12% | - API and file-based import - Data streams and connectors - Refresh schedules and data flow |
| Topic 2: Reporting and Analytics | 12% | - Insight generation and interpretation - Attribution models - Report creation and scheduling |
| Topic 3: Automation and Workflow | 5% | - Workflow setup - Automated distribution |
| Topic 4: General Functionalities | 13% | - Core platform capabilities - Basic concepts and terminology - Navigation and interface |
| Topic 5: Overarching Entities | 3% | - Structure and configuration - Use cases and application scenarios |
| Topic 6: Data Harmonization | 3% | - Cross-source alignment - Pros and cons of harmonization approaches - Standardization methods |
| Topic 7: Data Permissions and Governance | 5% | - User access and roles - Parent-child data setups - Data update controls |
| Topic 8: Calculated Fields and Functions | 5% | - Custom calculations - VLOOKUP and FUZZYVLOOKUP - Extract and transformation formulas |
| Topic 9: Datasets and Data Views | 10% | - View configuration and sharing - Dataset creation and management - Filtering and segmentation |
| Topic 10: Data Mapping and Modeling | 5% | - Source of truth configuration - Data structure and relationships - Dimensions and measures |
| Topic 11: Data Quality and Cleansing | 7% | - Validation rules - Duplicate management - Error handling and correction |
| Topic 12: Performance and Troubleshooting | 5% | - Monitoring and optimization - Common issues and fixes |
| Topic 13: Dashboards and Visualization | 15% | - Dashboard design and layout - Chart types and usage - KPI and metric display |
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:
1. A client wants to integrate their data within Marketing Cloud Intelligence to optimize their marketing insights and cross-channel marketing activity analysis. Below are details regarding the different data sources and the number of data streams required for each source.
When harmonizing the Objective field from within the data stream mapping, which advantage is gained?
A) Ease of Maintenance
B) Scalability
C) Ease of Setup
D) Performance (Performance when loading a dashboard page)
2. 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?
A) 2
B) 1
C) 3
D) 0
3. 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:
A) A Harmonized dimension was created via a pattern over the Creative Name.
B) A calculated dimension was created with the formula: EXTRACT([Creative_Namel, #1)
C) An EXTRACT formula (for Color) was written and mapped to a Creative custom attribute.
D) An EXTRACT formula (for Color) was written and mapped to a Media Buy custom attribute.
4. An implementation engineer has been provided with 4 different source files: 03m 48s
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 by
File structure/headers:
A)
B)
C)
D) 
5. An implementation engineer is requested to extract the first three-letter segment of the Campaign Name values.
For example:
Campaign Name: AFD@Mulop-1290
Desired outcome: AFD
Other examples:
Which formula will return the desired values?
A) EXTRACT(csv[campaign_name!;@',1)
B) EXTRACT(csv[campaign_name'],-,0)
C) EXTRACT(EXTRACT(csv['campaign_name]]/@',1),-,0)
D) LEFT(EXTRACT(csy['campaign_name]],~',0),3)
E) LEFT(EXTRACT(csv[campaign_name'}/-',1),3)
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: A |
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