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Salesforce Salesforce-Marketing-Cloud-Engagement-Developer Exam Sample Questions 2026

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Salesforce 2026 Release9-Oct-2026
196 Questions
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A developer wants to configure an automation to import files placed on the SFTP shared by a customer's data vendor. The automation will start when a file matching a specific namingpattern is encountered in the Import folder. The first step of the automation is a File Import Activity referencing a substion string for the matching file. Which substituon string represents the name of the file?

A. %%FILENAME%%

B. %%TRIGGER_FILENAME%%

C. %%FILENAME_FROM_TRIGGER%%

D. %%FILENAME_FROM_IMPORT%%

B.   %%TRIGGER_FILENAME%%

Summary 📝
When an Automation is configured to start with a File Drop trigger (which is what initiates the run upon a file landing in the SFTP), the system makes the name of that specific file available for use in subsequent steps. The correct substitution string that represents the exact filename that caused the Automation to run is %%TRIGGER_FILENAME%%. This string must be used in the File Import Activity to dynamically reference the correct file, ensuring the automation imports the file that was just dropped.

Correct Option ✅

B. %%TRIGGER_FILENAME%%
This is the official and correct substitution string used in Marketing Cloud Engagement to reference the name of the file that triggered the Automation.

When a File Drop Automation is initiated, this variable is automatically populated with the full filename (e.g., customerdata_20251118.csv) that matched the file-naming pattern and landed on the SFTP.

The subsequent File Import Activity uses this string in the "File Naming Pattern" field to ensure it specifically picks up and processes the file that just arrived, rather than relying on a static name or wildcard.

Incorrect Options ❌

A. %%FILENAME%%
This is incorrect. While %%FILENAME%% is a standard AMPScript variable used in some contexts (like the Email Subject Line in a Triggered Send Definition's content), it is not the substitution string used by the Automation Studio File Import Activity to reference the triggering file name.

C. %%FILENAME_FROM_TRIGGER%%
This is incorrect. This format is similar to the correct option but uses an incorrect underscore and is not the recognized substitution string syntax within Automation Studio for referencing the triggering file name. Using this string would result in the File Import Activity failing to find a matching file.

D. %%FILENAME_FROM_IMPORT%%
This is incorrect. The file name is supplied by the trigger, not the import step itself. This string does not exist as an official substitution string for this purpose in Automation Studio. The name is determined when the file is dropped, thus the correct string references the trigger.

Reference 🔗
Salesforce Help Documentation - Automation Studio Substitution Strings

A developer is using the legacy endpoint www.exacttargetapis.com and has been asked to switch to Tenant Specific Endpoints (TSEs). What is a benefit of switching to TSEs?

A. A longer lasting OAuth token

B. API calls will no longer fail

C. Gain access to TSE-specific REST routes

D. Improved API performance

D.   Improved API performance

Explanation:

🚀 Tenant Specific Endpoints (TSEs) provide a dedicated API endpoint tailored to each Marketing Cloud tenant, which reduces latency by directing API requests closer to the tenant's data center and infrastructure. This localized routing improves the overall speed and reliability of API interactions. TSEs help avoid shared endpoint bottlenecks and provide a more consistent experience, especially during peak usage times. Therefore, switching to TSEs primarily benefits API performance and scalability.

❌ Why the other options are incorrect:

A. A longer lasting OAuth token
🔐 Token duration is controlled by Marketing Cloud’s OAuth server policies and is not affected by switching to TSEs. Token lifetimes remain consistent regardless of the endpoint used.

B. API calls will no longer fail
❌ While TSEs improve performance and reliability, they do not guarantee zero failures. Failures can still occur due to network issues, authentication problems, or other factors unrelated to endpoint specificity.

C. Gain access to TSE-specific REST routes
⚠️ TSEs use the same REST API routes as the legacy endpoints; no new or special routes are provided by switching. The benefit lies in endpoint specificity, not new API features.

A developer wants to expand their knowledge of Query Activities. They want toidentify email addresses that have bounced in the last 30 days, along with the Bounce Reason and some additional subscriber specificdata; however, the SQL they have written does not return any records. Below is the SQL statement:



What updates should be made to ensure this SQL statement returns the desired results?

A. Marketing Cloud does not allow DateAdd functions in QueryActivities. They should define a specific date.

B. Marketing Cloud _Bounce data view does not contain EmailAddress. They should join on SubscriberlD.

C. Marketing Cloud Data Views only hold 20 days worth of data. They should narrow scope of DateAdd function.

D. Marketing Cloud does not allow use of GETDATE function. They should define a specific date.

B.   Marketing Cloud _Bounce data view does not contain EmailAddress. They should join on SubscriberlD.

Explanation:

✅ B. Marketing Cloud _Bounce data view does not contain EmailAddress. They should join on SubscriberID.
This is the correct answer because the _Bounce data view in Marketing Cloud contains bounce event information but does not include the EmailAddress field. To retrieve email addresses or any subscriber-specific details, a developer must join _Bounce with the [_Subscribers] or another related data extension using SubscriberID or SubscriberKey. Without this join, the query will fail to return email addresses, which is why the original query doesn’t return any results. This is a common issue when querying bounce-related data, and understanding the structure of system data views is essential for effective querying.

❌ A. Marketing Cloud does not allow DateAdd functions in Query Activities. They should define a specific date.
This statement is incorrect because Marketing Cloud does allow DateAdd() functions in Query Activities. The DateAdd() function is often used in conjunction with GETDATE() to filter records within a relative time window (e.g., last 30 days). There is no technical restriction preventing its use in SQL queries in Automation Studio or Contact Builder. Thus, the suggestion to define a specific date is unnecessary and doesn't address the actual problem, which is related to incorrect data joins or missing fields.

❌ C. Marketing Cloud Data Views only hold 20 days’ worth of data. They should narrow scope of DateAdd function.
While it's true that some system data views like _Open or _Click may retain data for only 6 months or 180 days, the _Bounce data view typically retains only 14 to 30 days of data, depending on the retention policy. However, even if the retention were exceeded, the SQL should still return some recent records, unless filtered out by another issue. The most important reason the query failed is due to improper joins—not the date filter itself. So while partially true, this option is not the main cause of the issue.

❌ D. Marketing Cloud does not allow use of GETDATE function. They should define a specific date.
This statement is false because Marketing Cloud SQL supports GETDATE(), and it's commonly used to dynamically calculate relative timeframes (e.g., WHERE BounceDate > DateAdd(day, -30, GETDATE())). It is often used in automation scenarios where a fixed date wouldn't make sense. Telling the developer to use a static date would remove automation flexibility and would not solve the problem of missing email addresses in the result set.

Fromwhich business unit could the Contact Delete feature be used within an Enterprise 2.0 account?

A. Any business unit

B. The Parent account

C. Only in Agency accounts

D. The business unit where the contactwas introduced

C.   Only in Agency accounts

Explanation:

A. Any business unit
This is incorrect. While users might assume that any business unit (BU) can manage contact deletion due to their access to contact data, the Contact Delete feature is not universally available across all BUs. This feature requires elevated permissions and centralized control, which not every BU typically has. Therefore, using Contact Delete from any BU could risk accidental deletions or data inconsistency across the Enterprise 2.0 structure, which is why this option is not valid.

B. The Parent account
Incorrect. Although the Parent account (top-level business unit) does have greater administrative rights than its children, it is not the designated location for using the Contact Delete feature. Contact Delete is primarily a feature of a specific account configuration, not automatically granted based on hierarchy alone. While the Parent account can manage data and structure broadly, only specific accounts, such as Agency accounts, are provisioned with Contact Delete functionality by default.

C. Only in Agency accounts ✅ (Correct Answer)
Correct. The Contact Delete feature in Enterprise 2.0 accounts is specifically enabled within Agency accounts, which are typically used by marketing agencies to manage multiple client accounts under one master. These accounts are designed to have more centralized control, including the ability to delete contact records permanently. This setup helps prevent data retention issues and provides better compliance with data privacy standards across multiple sub-accounts or clients.

D. The business unit where the contact was introduced
Incorrect. Even though it might seem logical to delete a contact from the business unit where they were introduced or originally added, Marketing Cloud doesn’t limit deletions this way. Contacts are managed at the enterprise level, and deletion is not bound to their origin BU. Moreover, unless that BU is an Agency account or has Contact Delete permissions, it cannot delete the contact, regardless of where it was added.

NTO is using an asynchronous SOAP API call to the TriggerSend object to send order confirmation email to their customers. Which API object and attribute should be used to retrieve the status of the API call?

A. Result Object and EmailAddress

B. Result Object and ConservationID

C. ResultItem Object and OrderID

D. ResultItem Object and RequestID

D.   ResultItem Object and RequestID

Summary:
When making an asynchronous SOAP API call in Marketing Cloud, the initial request returns immediately with a RequestID. The actual status and results of the operation are not in the initial response. To retrieve the outcome, including success or error details for each recipient, you must subsequently poll the API using this identifier to check if the processing is complete and obtain the final results.

Correct Option:

D. ResultItem Object and RequestID:
This is correct. For an asynchronous TriggeredSend call, you use the RequestID from the initial response to check the status. The system returns a RetrieveRequest result, which contains an array of APIObject types, including ResultItem objects. These ResultItem objects hold the detailed status (e.g., StatusCode, StatusMessage) for each email address in the send request.

Incorrect Option:

A. Result Object and EmailAddress:
The Result object is a generic response container, but it does not contain the specific status of an asynchronous TriggeredSend. The EmailAddress is a property of the subscriber, not a handle for retrieving a request's status.

B. Result Object and ConservationID:
The Result object is not the primary object for status details in this context. A ConversationID is used for tracking related API calls in a session for logging, but it is not the specific identifier used to retrieve the final status of a TriggeredSend.

C. ResultItem Object and OrderID:
While the ResultItem object is part of the correct status response, the OrderID is a custom attribute related to the business data being sent (the order). It is not the system-generated identifier used to track and retrieve the status of the API call itself.

Reference:
Salesforce Official Documentation: SOAP API > Asynchronous Processing

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