A company need to retrieve a large number of rows from a DE via the API. Which two solutions would optimize the performance? Choose2
Use a SimpleFilterPart to retrieve small sets of relevant data.
Use AMPscript API functions on a CloudPage
Use the ContinueRequest feature
Use the REST API instead of the SOAP API
To optimize the performance when retrieving a large number of rows from a Data Extension via the API:
Use a SimpleFilterPart to retrieve small sets of relevant data (A) - This approach helps in fetching only the necessary data by applying filters, thus reducing the amount of data transferred and processed.
Use the ContinueRequest feature (C) - This feature in the SOAP API allows for pagination of results, making it possible to handle large sets of data in manageable chunks.
How often should a developer request a new token when making multiple API calls in v1?
When changing routes/objects
Before every new call
Once an hour
Every 15 minutes
A developer should request a new token once an hour when making multiple API calls in v1. Salesforce Marketing Cloud access tokens are typically valid for one hour, and refreshing them every hour ensures that the API calls are authenticated.
A developer wants CloudPages to work with a REST API returning data in JavaScript Object Notation. The developer wants to efficiently ingest the data and write it to a data extension.
Which function should be used?
Server-Side 3avaScript function Stringify
Server-Side JavaScript function ParseJSON
AMPscript function BuildRowsetFromXML
AMPscript function BuildRowsetFromString
When working with a REST API that returns data in JavaScript Object Notation (JSON) and needing to efficiently ingest the data and write it to a data extension, the developer should use the Server-Side JavaScript function ParseJSON. This function parses a JSON string and converts it into a JavaScript object, which can then be manipulated and written to a data extension.
A developer wants to create a CloudPage which is linked from an email. %%[SET @point = RequestParameter(x) SET @value = 5 IF Length(@point) > 1 THEN SET @value = 1 ELSEIF Length(@point)>2 THEN SET @value = 2 ELSEIF Length(@point) >3 THEN SET@value = 3 ELSEIF Length(@point) >4 THEN SET @value = 4 ENDIF]%% Which is the expected value of @value if x = 'Tacos'?
3
1
5
4
In the provided AMPscript, the IF statement checks the length of the @point variable and sets @value accordingly. Since x = 'Tacos' has a length of 5, it meets the first condition Length(@point) > 1, which sets @value to 1. Subsequent conditions are not evaluated because the first condition is already true.
AMPscript IF-ELSEIF Example:
%%[ SET @point = RequestParameter('x') SET @value = 5 IF Length(@point) > 1 THEN SET @value = 1 ELSEIF Length(@point) > 2 THEN SET @value = 2 ELSEIF Length(@point) > 3 THEN SET @value = 3 ELSEIF Length(@point) > 4 THEN SET @value = 4 ENDIF ]%%
Salesforce AMPscript Documentation
Which two AMPscript HTTP functions allow an OAuth token to be passed in a header?
Choose 2 answers
HTTPPost
HTTPGet
HTTPGet2
HTTPPost2
The HTTPGet2 and HTTPPost2 functions in AMPscript allow you to include additional headers, such as an OAuth token, in your HTTP requests. These functions provide more flexibility for specifying custom headers compared to the standard HTTPGet and HTTPPost functions.
Example:
SET @header = 'Authorization: Bearer your_oauth_token' SET @response = HTTPPost2(" ", @header, "data=example")
Salesforce AMPscript HTTP Functions
NTO wants to trigger a receipt email via the SOAP API whenever a customer makes a purchase. Their developer wrote the call using the TriggerSendDefinition object and the Create method, but noemails have been sent during his initial testing. Which object and method should the developer use?
TriggerSend object and Update method
TriggerSend object and Create method
TriggerSendDefinition object and Execute method
TriggerSendDefinitionobject and Update method
A developer wants to review the available properties for using the DataExtensionField SOAP API object.
Where could the developer find this information
Open the Object Inspector in the Salesforce Developer Console
Developer Center at https://developer.5alesforce.com
Contact Support and request the information
The developer can find information about the available properties for the DataExtensionField SOAP API object in the Developer Center at (B). The Developer Center provides comprehensive documentation and reference materials for Salesforce APIs, including the SOAP API.
Certification Aid created following AMPscript code: %%[ SET @var1 = 10 SET @var2 = 20 SET @var3 = 30 ]%% How can the three variables be summed up to evaluate to 60? Choose 1.
SET @total = Sum(@var1, @var2, @var3)
SET @total = Add(@var1, Add(@var2, @var3))
SET @total = Add(@var1, @var2, @var3)
SET @total = @var1 + @var2 + @var3
To sum up multiple variables in AMPscript, the Add function should be used. The Add function can be nested to handle multiple values.
Example:
%%[ SET @total = Add(@var1, Add(@var2, @var3)) ]%%
Salesforce AMPscript Add Function
Certification Aid uses Marketing Cloud Connect and wants to create a lead capture form on a landing page. When a customer submits the form, a Lead record should be created in Salesforce. Which scripting language can be used for this? Choose 2.
AMPscript to create Salesforce record, SSJS for form handling.
SSJS to create Salesforce record, AMPscript for form handling.
AMPscript for whole functionality.
SSJS for whole functionality.
To create a lead capture form on a landing page and create a Lead record in Salesforce, you can use either AMPscript or SSJS. AMPscript can be used for interacting with Salesforce, and SSJS can handle form processing. Alternatively, SSJS can handle the entire process, including creating the Salesforce record.
AMPscript and SSJS Combination: You can use AMPscript to interact with Salesforce APIs to create records and SSJS for form handling.
SSJS for Full Functionality: SSJS can handle both the form submission and the interaction with Salesforce to create Lead records.
Salesforce AMPscript and SSJS Integration
Northern Trail Outfitters has created subscriber attributes including AGE underProfile Manager within their Enterprise 2.0 account.
How would a developer retrieve subscribers over 30 years of age?
The data cannot be retrieved with a query
Create a filtered Group of subscribers with AGE more than 30
Create a query thatreferences the _Subscribers data view
Create a query that references the _EnterpriseAttribute data view
Profile attributes like AGE in Profile Manager are not directly accessible via the _Subscribers data view or _EnterpriseAttribute data view. To retrieve subscribers over 30 years of age, creating a filtered Group based on the AGE attribute is the most effective method.
Salesforce Subscriber Filters and Groups
Certification Aid wants to create a file drop automation with a filename pattern. An import file is placed daily on the Marketing Cloud Enhanced FTP server, and thefile name always starts with the current month and day (e.g. OCT26). How should the filename pattern be defined? Choose 2.
%%Month%%%%Day%%
%%MMDD%%
Ends With operator
Begins With operator
To define a filename pattern that matches files starting with the current month and day, you can use the %%MMDD%% pattern and the "Begins With" operator.
%%MMDD%% Pattern: This pattern represents the month and day in a two-digit format.
Begins With Operator: This operator ensures that the automation matches filenames that start with the specified pattern.
Salesforce File Drop Automations
A developer wants to create an AMPscript FOR loop that populates HTML table rows based on the number of rows and data in a target DE. Where should the developer place the FOR keyword to begin the loop?
Before the
| tag
C. Before the tagD. Before the Answer:DExplanation:In AMPscript, to create a FOR loop that populates HTML table rows, the developer should place the FOR keyword before the Example:
[References:, AMPscript Guide, Salesforce Marketing Cloud Documentation, , , ]
Question 13
A particular data extension need to be configured to store six months of data. How shoulddata retention be added to the data extension in Email Studio? Options:A.
Run a query to overwrite the rows with six months of data B.
Import a file to overwrite the rows with six months of data C.
Create a new data extension that includes data retention settings D.
Update the data extension configuration to include data retention settings. Answer:DExplanation:To configure a data extension to store data for six months, you should update the data extension configuration to include data retention settings. Data Retention Settings: You can configure data retention directly within the data extension settings in Email Studio to specify how long data should be retained. This ensures that data older than the specified period is automatically deleted. Go to Email Studio -> Subscribers -> Data Extensions. Select the data extension you want to configure. Click on "Properties". Under "Data Retention", set the retention period to six months and define the retention settings accordingly. Salesforce Data Extension Retention Settings
Question 14
A developer wants to create a JavaScript Web Token using a key from Key Management. What function should the developer use? Options:A.
ContentBlockByKey() B.
GetJWTByKeyName() C.
RegExMatch() D.
GeUWT() Answer:BExplanation:To create a JavaScript Web Token (JWT) using a key from Key Management in Salesforce Marketing Cloud, the GetJWTByKeyName function should be used. This function generates a JWT using the specified key from Key Management. Salesforce JWT Documentation
Question 15
A developer wants to delete a batch of subscribers from Marketing Cloud. The developer performs a Contact Delete on a batch of records in a data extension in Contact Builder. Which scenario would cause subscriber records to remain in the data extension? Options:A.
Sendable data extension with SubscriberKey and EmailAddress fields B.
Non-sendable data extension with SubscriberKey field C.
Contact Delete process does not delete rows from data extensions D.
Sendable data extension with SubsciberKey field Answer:CExplanation:The Contact Delete process in Marketing Cloud removes contact data from the contact model but does not remove records from the data extensions themselves. Contact Delete Process: When you perform a Contact Delete in Contact Builder, it removes the contact data from the contact model but leaves the actual rows in the data extensions intact. Salesforce Contact Deletion Process
Question 16
A developer uses the messageDefinitionSends REST API endpoint to send a triggered send email. This method returns a 202 (success) response code. How could the developer validate if the email was successfully sent? Options:A.
Use the messageDefinitionSend/key:(key)/deliveryRecords REST endpoint with GET method B.
The202 response code indicates the message was sent successfully; no further action is required. C.
Use the validateEmail REST resource with POST method to obtain the email delivery details from the request. D.
Confirm the record was successfully inserted into the associated Triggered Send Data Extension. Answer:AExplanation:After using the messageDefinitionSends REST API endpoint to send a triggered send email, and receiving a 202 (success) response code, the developer can validate if the email was successfully sent by using the messageDefinitionSend/key:(key)/deliveryRecords REST endpoint with the GET method. This endpoint provides delivery records and allows verification of the email's delivery status. [References:, Salesforce Marketing Cloud REST API Reference, Triggered Send Email Validation, , , , ]
Question 17
Northern Trail Outfitters (NTO) stores most of their customer data in Marketing Cloud. They do not mind their data being viewed in clear text within SFMC to users who have access, but they want to ensure the underlying database files are encrypted at rest in case the physical media is stolen. Which encryption method should NTO use? Options:A.
Encrypted Data Sending B.
Field-Level Encryption C.
Tokenized Sending D.
Transparent Data Encryption Answer:DExplanation:Transparent Data Encryption (TDE) is the appropriate method for ensuring that the underlying database files are encrypted at rest. TDE encrypts the database files themselves, protecting the data in case the physical media is stolen, while allowing the data to be viewed in clear text by authorized users within the system. Transparent Data Encryption: Encrypts data at rest, ensuring that the database files are secure. Salesforce Transparent Data Encryption
Question 18
An UpdateDE AMPscript function is used to update a column value in a data extension row when an email is sent. The emailis being sent to 250,000 subscribers, but the user decides to cancel the send during the sending process and only 400 emails are sent. How many subscriber rows would be affected by the UpdateDE function? Options:A.
No rows are updated B.
All 250,000 subscribers C.
400 subscribers who were sent the email D.
Only subscribers who exist in All Subscribers Answer:CExplanation:The UpdateDE function in AMPscript updates the data extension rows as the emails are being sent. If the send is canceled and only 400 emails are sent, then only the 400 subscribers who received the email will have their data extension rows updated by the UpdateDE function. Salesforce AMPscript UpdateDE Function
Question 19
A developer wants to create a Send LogData Extension to increase efficiency with tracking email sends. Which two best practices should the developer remember when configuring the Send Log Data Extension? Choose 2 answers Options:A.
Use Data Retention to limit the amount of data captured. B.
Limitcustom fields in the data extension to 10 or fewer. C.
Create a number of fields equal to the fields in the source data extension. D.
Maximize the field size to accommodate all incoming data. Answer:A, BExplanation:When configuring a Send Log Data Extension, it is crucial to follow best practices to ensure efficient tracking and data management. Use Data Retention: Implementing data retention policies helps manage the volume of data stored in the send log, improving performance and reducing storage costs. Limit Custom Fields: Limiting the number of custom fields to 10 or fewer helps maintain the efficiency and performance of the data extension. Salesforce Send Log Data Extension
Question 20
A developer needs to identify all subscribers who were sent Job ID 420 but did not click any links. Which SQL statement would produce the desired results? Options:A.
B.
C.
D.
E.
Option A F.
Option B G.
Option C Answer:DExplanation:To identify all subscribers who were sent Job ID 420 but did not click any links, the developer should use a SQL statement that selects subscribers from the _Sent Data View where the Job ID is 420 and excludes those who are found in the _Click Data View. The correct SQL statement is: SELECT s.SubscriberKey FROM _Sent s LEFT JOIN _Click c ON s.SubscriberKey = c.SubscriberKey AND s.JobID = c.JobID WHERE s.JobID = '420' AND c.SubscriberKey IS NULL This query performs a left join between the _Sent and _Click data views and filters the results to include only those subscribers who do not have a corresponding click record. [References:, Salesforce Marketing Cloud Data Views, SQL Join and Subquery Documentation, , , , , , ]
Question 21
A field value returned from a DE lookupcontains a tab-delimited list of values. Which AMPscript function could easily determine if a specific text string exist anywhere in the list? Options:A.
Substring B.
BuildRowSetFromString C.
IndexOf D.
Length Answer:BExplanation:To determine if a specific text string exists in a tab-delimited list of values, the BuildRowSetFromString AMPscript function is the most appropriate. This function splits the string into a rowset, making it easier to search for the specific text. BuildRowSetFromString Function: This function converts a delimited string into a rowset, which can then be iterated over or searched using other AMPscript functions. SET @values = "val1\tval2\tval3" SET @rowset = BuildRowSetFromString(@values, "\t") SET @rowCount = RowCount(@rowset) SET @found = "false" FOR @i = 1 TO @rowCount DO SET @row = Row(@rowset, @i) SET @value = Field(@row, 1) IF @value == "specificText" THEN SET @found = "true" /* exit the loop if found */ BREAK ENDIF NEXT @i Salesforce AMPscript Function Reference
Question 22
Which of the following statements are correct concerning Populations in Contact Builder? Choose 2. Options:A.
Populations are used to create largesubgroups Contacts. B.
Populations need to be added to an Attribute Group. C.
No more than three Populations should be created. D.
Populations should be used for segmentation Answer:B, CExplanation:Regarding Populations in Contact Builder: Populations need to be added to an Attribute Group (B) - This is necessary to define the relationship between the population and the associated data extensions and attributes. No more than three Populations should be created (C) - Creating more than three populations can lead to performance issues and complexity in managing contacts. [References:, Salesforce Marketing Cloud Contact Builder, Populations in Contact Builder, , , ]
Question 23
Contact Builder can be used to create a relational model of an organization's data within Marketing Cloud. Which three factors should be taken into consideration when preparing data to be used in Contact Builder? Choose 3 answer Options:A.
Assigningdata relationships and primary keys across all channels B.
Verifying data address marketing needs C.
Verifying all data extensions have a sendable value D.
Verifying each data extension has the required Email Address field populated E.
Normalizing data toreduce redundancy Answer:A, B, EExplanation:When preparing data to be used in Contact Builder, the following factors should be taken into consideration: Assigning data relationships and primary keys across all channels (A) - This ensures that data is linked properly and can be utilized across different marketing channels. Verifying data address marketing needs (B) - Ensuring that the data aligns with the marketing goals and requirements. Normalizing data to reduce redundancy (E) - Organizing the data to eliminate duplicate entries and improve efficiency. [References:, Salesforce Marketing Cloud Documentation on Contact Builder, Data Preparation Best Practices, =========================, , , , , , , ]
Question 24
A developer want to email a subscriber who is currently being processed for a Contact Deletion request. When could the Contact be reintroduced after a Contact Delete operation has started? Options:A.
Never B.
14 days after deletion process is complete C.
After deletion is fully complete D.
Anytime Answer:CExplanation:A Contact can be reintroduced into the system only after the deletion is fully complete. The Contact Delete process in Salesforce Marketing Cloud is designed to ensure that all references and data associated with the contact are thoroughly removed. Reintroducing the contact before the process is fully complete would disrupt this cleanup process and potentially lead to data integrity issues. [References:, Salesforce Marketing Cloud Documentation on Contact Deletion, Salesforce Marketing Cloud Contact Builder, , , ]
Question 25
Certification Aid wants to import an encrypted CSV file from the Marketing Cloud Enhanced FTP server. Which two File Transfer activities are needed to achieve this? Choose 2. Options:A.
To decryptthe import file on the Enhanced FTP server. B.
To move the import file from the Safehouse to Marketing Cloud. C.
To decrypt the import file on the Safehouse. D.
To move the import file from the Enhanced FTP server to the Safehouse Answer:C, DExplanation:When importing an encrypted file from the Enhanced FTP server, you need to move the file to the Safehouse first, and then decrypt it within the Safehouse. Move to Safehouse: Use a File Transfer activity to move the encrypted file from the Enhanced FTP server to the Safehouse. Decrypt in Safehouse: Use another File Transfer activity to decrypt the file within the Safehouse. Salesforce File Transfer Activities
Question 26
A developer wants to add an image to Content Builder via the API and retrieve the image's published URL. Which method should the developer use? Options:A.
GET using the REST API/asset/v1/content/assets and parse the FileProperties parameter B.
Use the SOAP API to create a Porfoglio object and idenfity the Source property C.
POST to the REST API/asset/v1/content/categories and parse the Description parameter D.
POST to the REST API/asset/v1/content/assets and parse the FileProperties parameter Answer:DExplanation:To add an image to Content Builder via the API and retrieve the image's published URL, the developer should POST to the REST API/asset/v1/content/assets and parse the FileProperties parameter (D). This method uploads the image and returns metadata, including the published URL, which can be extracted from the FileProperties. [References:, Salesforce Marketing Cloud REST API: Content Builder, Salesforce Marketing Cloud Asset API, , , , , , , ]
Question 27
A developer is using the legacy endpoint and hasbeen asked to switch to Tenant Specific Endpoints (TSEs). What is a benefit of switching to TSEs? Options: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 Answer:DExplanation:Switching to Tenant Specific Endpoints (TSEs) provides the benefit of improved API performance (D). Tenant Specific Endpoints are designed to provide optimized performance by ensuring that API calls are routed through endpoints that are dedicated to a specific tenant, reducing latency and potential congestion issues associated with shared endpoints. [References:, Salesforce Marketing Cloud Tenant Specific Endpoints, API Best Practices, , , , , QUESTIONNO: 115, A data extension contains two fields which are being populated by a query activity. A third field has recently been added to the data extension., Which SELECT statement is optimal for returning all of the columns in the data extension?, A. SELECT field*, B. SELECT *, field1, field2, field3, C. SELECT*, D. SELECT 22SE, field2, field3, , Answer: C, , The optimal SELECT statement for returning all columns in the data extension, including the newly added third field, is:, SELECT * , This statement ensures that all fields, including any new fields added to the data extension, are returned without needing to list them explicitly., References:, Salesforce Marketing Cloud SQL Reference, Query Activity Best Practices, , , , , ]
Question 28
An email requires custom AMPscript to append the subscriber's zip code to a link in theemail. A field name zipcode already exist in the sending data extension. Its important Marketing Cloud tracks subscribers who click on the link. Which two AMPscript functions should be used in the setup? Choose Options:A.
2Lookup B.
Contact C.
RedirectTo D.
HTTPGet Answer:A, CExplanation:To append the subscriber's zip code to a link and ensure that the clicks are tracked, you should use the Lookup function to retrieve the zip code from the data extension and the RedirectTo function to create the link with tracking enabled. Lookup: Retrieves the zip code from the data extension. RedirectTo: Ensures that the link with the appended zip code is tracked. Example: ampscript Copy code %%[ SET @zipcode = Lookup("DataExtensionName", "zipcode", "SubscriberKey", _subscriberkey) SET @link = Concat(" ", @zipcode) ]%% Salesforce AMPscript Lookup Function Salesforce AMPscript RedirectTo Function
Question 29
A developer wants to retrieve all recordsin the OrderDetails data extension which are associated with a particular customer. Which two AMPscript functions would return a suitable rowset? Choose 2 answers Options:A.
LookupRows B.
LookupOrderedRows C.
Row D.
Lookup Answer:A, BExplanation:To retrieve multiple records associated with a particular customer from the OrderDetails data extension, the LookupRows and LookupOrderedRows functions are suitable. These functions return a rowset containing the records that match the specified criteria. LookupRows: Retrieves a rowset of records based on specified criteria. Example: ampscript Copy code SET @rows = LookupRows('OrderDetails', 'CustomerID', @customerID) LookupOrderedRows: Retrieves a rowset of records based on specified criteria and allows for sorting. Example: SET @rows = LookupOrderedRows('OrderDetails', 0, 'OrderDate DESC', 'CustomerID', @customerID) Salesforce AMPscript LookupRows [Reference: Salesforce AMPscript LookupOrderedRows, , , ]
Question 30
What is the operational order of the Contact Delete process for Marketing Cloud? Options:A.
Delete initiated > Suppression phase > Final Deletion B.
Delete initiated > Final deletion C.
Delete initiated > Final deletion >Suppression phase D.
Data identified > Suppression phase > Delete initiated > Account page Answer:AExplanation:The operational order of the Contact Delete process for Marketing Cloud is as follows: Delete initiated - The process begins when the contact delete request is initiated. Suppression phase - During this phase, the contacts are marked for deletion and are suppressed from further communications. Final Deletion - The contacts are permanently deleted from the system. [References:, Salesforce Marketing Cloud Documentation on Contact Deletion, Contact Builder in Marketing Cloud, , , , , ]
Question 31
A developer needs to import a file nightly that will be used for multiple SQL Query Activities. The file could arrive any time between 2 a.m. and 5 a.m., and one of the requirements is that there is a unique file name for each import, rather than overwriting the file on the FTP site. Which action should be configured? Options:A.
File Drop Automation B.
Scheduled Automation C.
Dynamic File Import Answer:AExplanation:A File Drop Automation should be configured to handle files that arrive at varying times and have unique filenames. This type of automation triggers when a file is dropped into a specific folder on the Enhanced FTP site, allowing the system to handle imports as soon as the file arrives. Salesforce File Drop Automations
Question 32
Northern Trail Outfitters uses a number to uniquely identify contacts across different marketing channels. Which two actions should the developertake to ensure the contacts relate across channels in Marketing Cloud when working with the data model? Choose 2 answers Options:A.
store the numeric unique identifier value as a Text data type In data extensions. B.
Link the numeric field value to the Contact IDin Attribute Groups in Contact Builder. C.
Use a unique identifier spec fie to each channel and automatically connect then-.. D.
Create Attribute Groups linking the unique identifier to the Contact for each channel. Answer:B, DExplanation:To ensure that contacts relate across different channels in Marketing Cloud, you need to link the unique identifier used across channels to the Contact ID in Contact Builder. This involves creating Attribute Groups and establishing the relationships between the unique identifier and the Contact ID. Link the Numeric Field Value: By linking the numeric unique identifier to the Contact ID in Attribute Groups, you ensure that each contact is uniquely identified across channels. Create Attribute Groups: Attribute Groups in Contact Builder allow you to map the relationships between different data sources and the Contact object, ensuring that the unique identifier is connected correctly for each channel. Salesforce Contact Builder Documentation
Question 33
A developer is making an API REST call to trigger an email send. An accesstoken is used to authenticate the call. How long are Marketing Cloud v1 access tokens valid? Options:A.
Access tokens expire after 24 hours. B.
REST calls do not require an access token. C.
Each API call requires a new access token. D.
Access tokens expire after one hour. Answer:DExplanation:In Salesforce Marketing Cloud, access tokens are valid for one hour (D). After one hour, a new access token must be obtained to continue making API calls. This ensures security and helps manage the lifespan of tokens effectively. [References:, Salesforce Marketing Cloud API Authentication, Salesforce Marketing Cloud REST API Overview, , , , , ]
Question 34
A developer used LookupRowsto retrieve data when building a dynamic email. What should be the next step before using this rowset within a FOR loop? Options:A.
Use Row to return a specific row of the rowset B.
Set the rowset to a new array variable C.
Close the delimited AMPscrlpt Code Block D.
Use RowCount to ensure the rowset contains data Answer:DExplanation:After using LookupRows to retrieve data when building a dynamic email, the next step before using this rowset within a FOR loop is to use RowCount to ensure the rowset contains data (D). This validation ensures that there are rows to iterate over, preventing potential errors or empty iterations in the FOR loop. Example: SET @rows = LookupRows("DataExtensionName", "FieldName", "Value") SET @rowCount = RowCount(@rows) IF @rowCount > 0 THEN FOR @i = 1 TO @rowCount DO SET @row = Row(@rows, @i) /* process each row */ NEXT @i ENDIF [References:, Salesforce Marketing Cloud AMPscript Guide, AMPscript RowCount Function, , , , ]
Question 35
A developerwants to retrieve daily JSON data from a customer's API and write it to a data extension for consumption in Marketing Cloud at a later time. What set of Server-Side JavaScript activities should the developer use? Options:A.
Platform.Function.InvokeRetrieve(); Platform.Function.ParseJSON(); Platform.Function.UpsertData(); B.
Platform.Function.HTTPGet(); Platform.Function.ParseJSON(); Platform.Function.UpsertData(); C.
Platform.Function.InvokeRetrievef); Platform.Function.Stringify(); Platform.Function.UpsertDE(); D.
Platform.Function.HTTPGe(); Platform.Function.Stringify(); Platform.Response.Write(); Answer:CExplanation:To retrieve daily JSON data from a customer's API and write it to a data extension, the developer should use the following set of Server-Side JavaScript activities: Platform.Function.HTTPGet(); - To make the HTTP GET request to the customer's API and retrieve the JSON data. Platform.Function.ParseJSON(); - To parse the retrieved JSON data. Platform.Function.UpsertData(); - To upsert the parsed data into a data extension. Example code snippet: var response = Platform.Function.HTTPGet(" "); var jsonData = Platform.Function.ParseJSON(response); Platform.Function.UpsertData("DataExtensionName", ["PrimaryKeyField"], jsonData); [References:, Salesforce Marketing Cloud SSJS HTTP Functions, Salesforce Marketing Cloud SSJS Data Functions, , , ]
Question 36
A developer created an email using the fasubjectLine variable as the subject line. Due to revisions, the developer declared <>subjectLine in multiple locations throughout the email, including:
Which subject line will be used at the time of deployment? Options:A.
Enjoy 10% off today B.
Enjoy 15% off today C.
Enjoy 20% off today Answer:CExplanation:When the subjectLine variable is declared in multiple locations throughout the email, the value used at the time of deployment will be the last value assigned to the variable. In the provided declarations, the last assignment is: %%[ SET @subjectLine = 'Enjoy 20% off today' ]%% was declared within the Subject Line Therefore, the subject line used at the time of deployment will be "Enjoy 20% off today" (C). [References:, Salesforce Marketing Cloud AMPscript Variable Scope, AMPscript Guide: Variable Declaration, , , ]
Question 37
Where can the SSJS Core library be used? Choose 2. Options:A.
SMS messages B.
Marketing Cloud apps C.
Landing pages D.
Email messages Answer:B, C
Question 38
A developer wants to design a custom subscription center in CloudPages. The developer prefers to code in AMPscript, but is also skilled in Server-Side JavaScript. While the developer is confident their code is of high quality, they would still like to handle unexprected errors gracefully to ensure the best user experience. Whichfeature should handle this scenario? Options:A.
Wrapping the code in a Server-Side JavaScript Try/Catch block B.
Using RaiseError AMPscript function when an error occurs C.
Marketing Cloud automatically handles any error scenario that may occur D.
Wrapping thecode in a AMPscript HandleError block Answer:AExplanation:To handle unexpected errors gracefully in a custom subscription center, wrapping the code in a Server-Side JavaScript (SSJS) Try/Catch block is recommended. Try/Catch Block: Using a Try/Catch block in SSJS allows the developer to catch and handle exceptions, providing a mechanism to manage errors without disrupting the user experience. SSJS Example: <script runat="server"> Platform.Load("Core", "1"); try { // Code that may throw an error } catch (e) { // Handle the error Write(Stringify(e)); } </script> Salesforce Server-Side JavaScript (SSJS) Guide
Question 39
A developer needs to write AMPscript to ensure the expiration date on a coupon is the last day of the month. What would produce the desired result? Options:A.
Find the first day of next month and subtract one day B.
Use the date format stringfor last day of month within FormatDate C.
Add one month using DateAdd to now D.
Add 30 days using DateAdd to now Answer:AExplanation:To ensure the expiration date on a coupon is the last day of the month, the developer should find the first day of the next month and subtract one day (A). This approach guarantees that the expiration date is set to the last day of the current month. Example AMPscript: SET @firstDayNextMonth = DateAdd(DatePart(Now(), "MM"), 1, "M") SET @lastDayCurrentMonth = DateAdd(@firstDayNextMonth, -1, "D") [References:, Salesforce Marketing Cloud AMPscript Guide, Salesforce Marketing Cloud Documentation, , , , ]
Question 40
NTO uses an external CRM which only exports encrypted files. NTO's marketing manager team wants to use some of the subscriber data found in the CRM for future marketing sends. Which three actions should be included in an automation given these requirements? Choose 3 Options:A.
Import definition to the necessary data extension B.
File transfer activity to the Import directory for decryption C.
File drop to the SFTP Root directory D.
File drop to the SFTP Import directory E.
File transfer activity to the Safehouse for decryption Answer:A, D, EExplanation:To automate the process of importing encrypted files from an external CRM, the following actions should be included: File drop to the SFTP Import directory: Place the encrypted files in the SFTP Import directory to trigger the automation. File transfer activity to the Safehouse for decryption: Move the encrypted files to the Safehouse for decryption, ensuring the data is securely handled. Import definition to the necessary data extension: After decryption, import the data into the relevant Data Extension for use in marketing sends. Salesforce File Drop Automations Salesforce File Transfer Activity Salesforce Import Activity
Question 41
How can subscriber, system, and sendable Data Extension attributes be referenced for content personalization using SSJS? Choose 1. Options:A.
B.
C.
D.
Answer:AExplanation:To reference subscriber, system, and sendable Data Extension attributes for content personalization using SSJS, the correct syntax is %%[ var @firstName set @firstName = AttributeValue("FirstName") ]%% Hello, Salesforce SSJS Guide This syntax ensures that the correct personalization attributes are pulled into the email, enabling dynamic and personalized content based on subscriber data.
Question 42
A developer wants to build out aseries of CloudPages that will interact with several REST APIs. Which Marketing Cloud supported scripting tool should be used? Options:A.
AMPscript B.
GTL C.
SSJS Answer:CExplanation:To build out a series of CloudPages that will interact with several REST APIs, the developer should use SSJS (Server-Side JavaScript) (C). SSJS is supported in Marketing Cloud and provides robust capabilities for interacting with external APIs, handling HTTP requests, and processing data. [References:, Salesforce Marketing Cloud SSJS Guide, SSJS Functions, , , ]
Question 43
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 toretrieve the status of the API call? Options:A.
Result Object and EmailAddress B.
Result Object and ConservationID C.
ResultItem Object and OrderID D.
ResultItem Object and RequestID Answer:DExplanation:To retrieve the status of an asynchronous SOAP API call to the TriggerSend object, you should use the ResultItem object along with the RequestID attribute. ResultItem Object: This object provides detailed information about the status of each individual request made within the API call. RequestID Attribute: This unique identifier is used to track and retrieve the status of the specific API request. Salesforce SOAP API Developer Guide
Question 44
A developer identified duplicate contactsand initiated a Contact Delete process for 10 million subscribers. How could the process be expedited? Options:A.
Change the Suppression value to a larger value B.
Manually delete subscribers in All Contacts C.
Stop current delete process and delete smaller groups D.
Delete any unnecessary Sendable Data Extensions Answer:CExplanation:The Contact Delete process can be slow for a large number of contacts. To expedite this process, the best approach is to stop the current delete process and delete smaller groups of contacts. This allows the system to handle smaller chunks of data more efficiently. Stop Current Process: Stopping the current large delete process helps avoid system overload and potential timeouts. Delete in Smaller Groups: By segmenting the contacts into smaller groups and deleting them in batches, the process becomes more manageable and faster. Salesforce Contact Deletion Best Practices
Question 45
Which SSJSlibrary can be used in landing pages? Choose 1. Options:A.
None B.
Core C.
Both D.
Platform Answer:C
Question 46
Which SSJS library can be used in email messages? Choose 1. Options:A.
Both B.
Platform C.
None D.
Core Answer:B
Question 47
NTO is reconsidering the requirement to have English, Spanish and French versions of their email campaigns. They request a developer to create a query which aggregates clicks grouped by language of the recipient. Language is stored in a Profile Attribute. Which two Data Views would be included in the query? Choose 2 answer Options:A.
_Subscribers B.
_Subscribers C.
_AllSubscribers D.
_Click Answer:A, DExplanation:To create a query that aggregates clicks grouped by the language of the recipient, the developer needs to use Data Views that store subscriber and click information. The required Data Views are: _Subscribers (A) - This Data View contains information about subscribers, including their profile attributes such as language. _Click (D) - This Data View contains information about click events for email messages, which can be used to aggregate clicks. The query would join these Data Views on a common identifier (e.g., SubscriberKey) and group the results by the language attribute. [References:, Salesforce Marketing Cloud Data Views, SQL Reference Guide, , , , , , , , , , , , , , , ]
Question 48
A developer is implementing a custom profile center and using the LogUnsubEvent request. Which parameter is required for the event to be tied to the appropriate send? Options:A.
JobID B.
ListID C.
Unsub Reason D.
SubscriberKey Answer:AExplanation:The JobID parameter is required for the LogUnsubEvent request to be tied to the appropriate send. The JobID uniquely identifies the email job that was sent, allowing the system to accurately log the unsubscribe event for that specific send. JobID: This parameter ensures that the unsubscribe event is correctly associated with the email send job. Salesforce LogUnsubEvent Documentation
Question 49
A developer, who is new to Marketing Cloud, needs to design a landing page for a new customer. They choose to use Server-Side JavaScript (SSJS) due to their extensive knowledge of JavaScript from previous projects. Which two features would the developer be able to leverage in their Server-Side code? Choose 2 answers Options:A.
Wrapping of AMPscript inSSJS code B.
Direct modification of the DOM C.
External Libraries to extend functionality D.
Include Try/Catch blocks within the code Answer:A, DExplanation:When using Server-Side JavaScript (SSJS) in Salesforce Marketing Cloud, the developer can leverage the following features: Wrapping of AMPscript in SSJS code (A) - SSJS can include AMPscript within its code, allowing for dynamic content generation and manipulation. Include Try/Catch blocks within the code (D) - SSJS supports the use of Try/Catch blocks to handle errors and exceptions in the script, providing better control over error management. [References:, Salesforce Marketing Cloud Server-Side JavaScript Guide, AMPscript and SSJS Integration, , , , ]
Question 50
A company has chosen to use the REST API for triggered sends, but they continue to get the following error during their testing: "Unable to queue Triggered Send request. There are no valid subscribers." They were informed that the SOAP API provides more information about the error, and found that their payload did not include a required data extension field. Which element of the SOAP API response provides this level of detail? Options:A.
ErrorDescription B.
OverallStatus C.
ErrorCode Answer:AExplanation:In the SOAP API response, the element that provides detailed information about the error, including missing required data extension fields, is ErrorDescription (A). This element contains a description of the error, helping developers understand and resolve the issue. [References:, Salesforce Marketing Cloud SOAP API, SOAP API Error Handling, , , , , ]
Question 51
A developer is experiencing timeouts when testing a SQL Query Activity in Automation Studio. How should the developer optimize the query? Options:A.
Configure a longer timeout period within Administration in Automation Studio. B.
Use intermediate tables to break queries into smaller parts. C.
Ensure all SQL Query Activities are in the same step in the automation. D.
Limit joins to the INNER JOIN within all SQL Query Activities. Answer:BExplanation:To optimize a SQL Query Activity in Automation Studio that is experiencing timeouts, the developer should use intermediate tables to break queries into smaller parts (B). This approach helps in managing complex queries by breaking them down into smaller, more manageable steps, thus reducing the likelihood of timeouts. [References:, Salesforce Marketing Cloud Documentation on Query Activity, SQL Query Optimization Tips, , , , , ]
Question 52
A developer is troubleshooting why a parent-level data extension cannot be accessed by a child business unit. What should the developer check to validatethe data available can be accessed for child business unit queries? Options:A.
The data extension is in the Shared Data Extensions folder and the query includes the ENT. prefix B.
The data extension is in the Shared Items root folder and is accessible to the child business unit C.
The data extension is in the Salesforce Data Extensions folder and Is accessible to the child business unit D.
The data extension is in the Synchronized Data Extensions folder and the query includes the ENT. prefix Answer:AExplanation:To validate that a parent-level data extension can be accessed by a child business unit, the developer should ensure that the data extension is in the Shared Data Extensions folder and the query includes the ENT. prefix (A). This setup allows shared data extensions to be accessible across different business units. [References:, Salesforce Marketing Cloud Shared Data Extensions, Query Activities with Shared Data Extensions, , , ]
Question 53
Certification Aid wants to add new customers to a cross-channel welcome campaign when they register on the company website. Which API should be used for this? Choose 1. Options:A.
Personalization Builder API B.
Event Notification API C.
Transactional Messaging API D.
Journey Builder API Answer:DExplanation:To add new customers to a cross-channel welcome campaign when they register on the company website, the Journey Builder API (D) should be used. This API allows you to programmatically inject contacts into a journey, triggering personalized marketing interactions across multiple channels. [References:, Salesforce Marketing Cloud Journey Builder API, Cross-Channel Campaign Management, , , , , , , , , ]
Question 54
Which AMPscript function returns the result of interpreted code within a code block and includes the result in the rendered content, where the code block is located? Options:A.
V B.
Output C.
TreatAsContentArea Answer:BExplanation:The Output function in AMPscript is used to include the result of interpreted code within a code block in the rendered content. This function ensures that the evaluated result of the code is included directly where the Output function is called. Example: ampscript Copy code %%[ SET @message = "Hello, World!" ]%% %%=Output(@message)=%% Salesforce AMPscript Output Function
Question 55
Which of the followingis a valid comment within an AMPscript code block? Choose 1. Options:A.
--comment B.
// comment C.
- comment --> D.
/* comment */ Answer:DExplanation:In AMPscript, the valid syntax for comments is /* comment */. This allows you to add comments within your AMPscript code for documentation or clarification purposes. Salesforce AMPscript Syntax Guide
Question 56
A developer is leveraging the SOAP API to dynamically display Profile and PreferenceAttributes in a custom profile center. Which method could be used to support the dynamic functionality? Options:A.
Describe B.
Extract C.
Perform D.
Configure Answer:AExplanation:The Describe method in the SOAP API provides metadata about the objects available in the system, including Profile and Preference Attributes. This method can be used to dynamically retrieve and display these attributes in a custom profile center. Describe Method: This method returns the schema of the objects, including fields and their properties, which can be used to dynamically generate forms and interfaces. Salesforce SOAP API Describe Method
Question 57
A developer wants to build an audience by identifying subscribers who opened a specific email. Which query should the developer use? Options:A.
SELECT * FROM _Open WHERE ListID = '1234' B.
SELECT * FROM_Open WHERE JobID = "1234" C.
SELECT SubscriberID FROM _Open WHERE JobID = "1234" D.
SELECT SubscriberKey FROM _Open WHERE JobID = '1234' Answer:DExplanation:To build an audience by identifying subscribers who opened a specific email, the developer should use the following query: SELECT SubscriberKey FROM _Open WHERE JobID = '1234' This query selects the SubscriberKey from the _Open data view where the JobID matches the specific email send. [References:, Salesforce Marketing Cloud Data Views, Salesforce SQL Reference Guide, , , , ]
Question 58
A developer wants to aggregate monthly energy usage data over a four month period for each subscriber within an email. The monthly usage values are stored in variables for eachmonth in the following way: How should the developer use AMPscript to generate the total? Options:A.
SET @total - (@jan - 3fet - @mar @apr> B.
SET @total = AZD((@jan @feb) @mar) @apr) C.
SET @total - ADD(@jan,ADD(@feb,ADD(@mar,@apr))) D.
SET @total = (ADD(@jan,@feb), ADD(@mar, @apr)) Answer:CExplanation:To aggregate monthly energy usage data stored in variables for each month, you should use the ADD function in AMPscript to sum up the values. The ADD function can be nested to handle multiple values. AMPscript Example: %%[ SET @total = ADD(@jan, ADD(@feb, ADD(@mar, @apr))) ]%% Salesforce AMPscript Functions - ADD Exam Detail
Vendor: Salesforce
Certification: Developers
Exam Code: MCE-Dev-201
Last Update: Dec 7, 2025
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