Pass your actual test at first attempt with Salesforce AP-215 training material
Last Updated: Oct 05, 2026
No. of Questions: 64 Questions & Answers with Testing Engine
Download Limit: Unlimited
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| Section | Objectives |
|---|---|
| Topic 1: Data Modeling and Transformation | - Data model structure and schema design - Normalization and harmonization - Metrics and dimensions configuration |
| Topic 2: Data Ingestion and Integration | - Data sources and connectors - Data ingestion processes - Data synchronization and scheduling |
| Topic 3: Data Quality and Troubleshooting | - Performance optimization - Data validation and monitoring - Error handling and debugging |
| Topic 4: Marketing Use Cases and Activation | - Cross-channel marketing insights - Campaign performance analysis - Business reporting use cases |
| Topic 5: Analytics and Dashboarding | - Visualization best practices - Dashboard creation and configuration - Insights and reporting |
| Topic 6: Administration and Security | - Data access control - Platform configuration - User roles and permissions |
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" - Generic Entity Key 2
"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 January (entire month). What is the number of opportunities in the Interest stage?
Correct Answer: C 🗳️
Explanation: Only visible for Exam-Killer members. You can sign-up / login (it's free).
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?
Correct Answer: A 🗳️
Explanation: Only visible for Exam-Killer members. You can sign-up / login (it's free).
Which two statements are correct regarding the Parent-Child configuration?
Correct Answer: B,D 🗳️
Explanation: Only visible for Exam-Killer members. You can sign-up / login (it's free).
Which three statements accurately describe the different data stream types in Marketing Cloud intelligence?
Correct Answer: A,C,E 🗳️
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What is the relationship between "Media Buy Key" and "Campaign Key"?
Correct Answer: D 🗳️
Explanation: Only visible for Exam-Killer members. You can sign-up / login (it's free).
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