Last Updated: Oct 12, 2026
No. of Questions: 64 Questions & Answers with Testing Engine
Download Limit: Unlimited
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| Section | Objectives |
|---|---|
| Topic 1: Marketing Intelligence Platform Fundamentals | - Platform Overview
|
| Topic 2: Reports and Activation | - Report Types
|
| Topic 3: Data Harmonization and Data Model | - Parent-Child Data Streams
|
| Topic 4: Data Integration and Configuration | - Data Ingestion
|
| Topic 5: Data Visualization and Dashboards | - Dashboard Design
|
The AP-215 exam consists of 30 questions to be answered within 60 minutes minutes. Timed practice under the same constraints is the standard way to make that pace feel comfortable rather than rushed.
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An implementation engineer has been provided with 4 different source files: 03m 16s
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 &
File structure/headers:
Category - links back to Campaign Category (Twitter Ads)
Which proposed solution meets the client's requirements for the above use case?




Correct Answer: C 🗳️
Explanation: Only visible for SureTorrent 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: D 🗳️
Explanation: Only visible for SureTorrent members. You can sign-up / login (it's free).
What are two potential reasons for performance issues (when loading a dashboard) when using the CRM data stream type?
Correct Answer: A,D 🗳️
A client's data consists of three data sources - Facebook Ads, LinkedIn Ads and Google Campaign Manager.
Notes:
* The client is planning on adding an additional 100 Facebook Ads data streams and 50 more LinkedIn Ads data streams.
* The final volume of data in the workspace will be 5M rows
* Each data source has a naming convention and it can be assumed that any additional profile (i.e. Data Stream) from one of these sources will follow the same naming convention.
The client provided the following sample files:
Facebook Ads:

The client would like to create a new harmonization field named "Market," which will only be coming from Facebook Ads and LinkedIn Ads. The logic for
"Market" is the following:
IF Media Buy Type is equal to "TypeB" or "TypeC" or "TypeD"
Return 'Europe'
ELSE
Return 'Rest Of The World'
In order to create the harmonization field Market, the client considers using either Mapping Formula, Calculated Dimension, VLOOKUP or Patterns.
Considering maintenance and scalability, which option is recommended?
Correct Answer: A 🗳️
Explanation: Only visible for SureTorrent members. You can sign-up / login (it's free).
An implementation engineer has been provided with the below dataset:
*Note: CPC = Cost per Click
Formula: Cost / Clicks
Which action should an engineer take to successfully integrate CPC?
Correct Answer: B 🗳️
Explanation: Only visible for SureTorrent members. You can sign-up / login (it's free).
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