A failed attempt at the AP-215 exam can feel discouraging, but a setback is not the end of your certification journey. Lead2Passed gives you another, better-prepared shot with 64 practice questions for the Salesforce Marketing Cloud Intelligence Accredited Professional exam, all built around the official exam objectives.
Salesforce AP-215 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Modeling and Transformation | - Data model structure and schema design - Normalization and harmonization - Metrics and dimensions configuration |
| Topic 2: Analytics and Dashboarding | - Dashboard creation and configuration - Insights and reporting - Visualization best practices |
| Topic 3: Marketing Use Cases and Activation | - Business reporting use cases - Campaign performance analysis - Cross-channel marketing insights |
| Topic 4: Administration and Security | - Platform configuration - User roles and permissions - Data access control |
| Topic 5: Data Ingestion and Integration | - Data sources and connectors - Data synchronization and scheduling - Data ingestion processes |
| Topic 6: Data Quality and Troubleshooting | - Performance optimization - Data validation and monitoring - Error handling and debugging |
Getting Back on Track for the Salesforce Marketing Cloud Intelligence Accredited Professional Exam
No strict prerequisites required; familiarity with Salesforce Marketing Cloud Intelligence (Datorama) is recommended.
You can confirm the current eligibility requirements on the official AP-215 exam page before you register.
The Salesforce Marketing Cloud Intelligence Accredited Professional exam contains 60 questions, and you will have 105 minutes minutes to complete them. Practicing under the same time pressure is one of the most effective ways to prepare for a retake.
Each of the three versions — PDF, PC test engine, and online test engine — has its own strengths, and the fastest way to find your fit is to try them. Free demos are available for every version, so download each one and compare how the questions, layout, and testing modes feel before you commit.
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The Salesforce Marketing Cloud Intelligence Accredited Professional practice questions are organized around the official exam objectives. Key topics include:
- Data Ingestion and Integration ()
- Analytics and Dashboarding ()
- Data Quality and Troubleshooting ()
Studying topic by topic helps you find the weak areas that cost you points last time.
Many candidates combine practice questions with official training. Recommended options include:
This package includes 64 practice questions for the Salesforce Marketing Cloud Intelligence Accredited Professional exam, with verified answers reviewed by an experienced team of IT experts and certified professionals.
You can register for the Salesforce Marketing Cloud Intelligence Accredited Professional exam through the official channels:
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:
Your client is interested in ingested the below file to a new generic data stream type:
The field 'Meeting Code' was mapped to the main entity key. 'How should the 'Room Number' be mapped?
- A. A separate entity key
- B. An attribute of 'Meeting Code'
- C. A custom metric and set aggregation to SUM
- D. A custom metric and set aggregation to AUTO
Correct Answer: B 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
After uploading a standard file into Marketing Cloud intelligence via total Connect, you noticed that the number of rows uploaded (to the specific data stream) is NOT equal to the number of rows present in the source file. What are two resource that may cause this gap?
- A. All mapped Measurements for a given row have values equal to zero
- B. Main entity is not mapped
- C. The file does not contain any measurements (dimension only)
- D. The source file does not contain the media Buy entity
Correct Answer: A,B 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
Your client has provided sample files of their data from the following data sources:
Google Campaign Manager
Below are the requirements from the client and additional information:
* The sources are linked to each other by shared Media Buy names.
* In addition to the mutual Media Buys, the sources contain campaign and site values. However, the client would like to see the campaign/site values coming from Google CM and not from Google DV360.
* The source of truth for cost is Google DV360
Which action(s) are needed to take place in order to meet the client's requirement and set Google DV360 as the source of truth for Cost?
- A. Set 'Inherit Attributes and Hierarchies' as the Data updates Permissions for Google DV360
- B. Unmap 'Cost' in Google DV360
- C. Unmap 'Cost' in Google Campaign Manager
- D. Set Update Attributes and Hierarchies' as the Data updates Permissions for Google DV360
Correct Answer: C 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
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)
Correct Answer: A 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
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.
Correct Answer: C 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

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