Salesforce Agentforce Specialist Dumps V15.03 Released: Free Demo Questions (Part 1, Q1-Q40)

Salesforce Agentforce Specialist dumps V15.03 have been released, offering 379 practice questions in total, and all the answers have been verified by certified professionals. Access these verified questions and answers, you can pass the Salesforce Agentforce Specialist exam confidently on your first attempt in 2026. This updated version is aligned with the Salesforce Agentforce Specialist exam topics, helping you identify important concepts frequently covered in the exam. Using the updated Salesforce Agentforce Specialist dump questions saves valuable time and improves confidence during practice sessions. By the way, we have free demo questions online for reading. You can explore these sample questions to check the quality before purchasing the complete package. Today, the Part 1 (Q1-Q40) is available.

Below are the Salesforce Agentforce Specialist free demo questions (Part 1, Q1-Q40) of V15.03:

1. Universal Containers (UC) is rolling out an AI-powered support assistant to help customer service agents quickly retrieve relevant troubleshooting steps and policy guidelines. The assistant relies on a search index in Data Cloud that contains product manuals, policy documents, and past case resolutions. During testing, UC notices that agents are receiving too many irrelevant results from older product versions that no longer apply.

How should UC address this issue?

Modify the search index to only store documents from the last year and remove older records.

Create a custom retriever in Einstein Studio, and apply filters for publication date and product line.

Use the default retriever, as it already searches the entire search index and provides broad coverage.

2. Universal Containers (UC) uses Salesforce Service Cloud to support its customers and agents handling cases. UC is considering implementing Agent and extending Service Cloud to mobile users.

When would Agent implementation be most advantageous?

When the goal is to streamline customer support processes and improve response times

When the main objective is to enhance data security and compliance measures

When the focus is on optimizing marketing campaigns and strategies

3. Northern Trail Outfitters (NTO) wants to configure Einstein Trust Layer in its production org but is unable to see the option on the Setup page.

After provisioning Data Cloud, which step must an Al Specialist take to make this option available to NTO?

Turn on Agent.

Turn on Einstein Generative A

Turn on Prompt Builder.

4. Universal Containers (UC) wants to create a new Sales Email prompt template in Prompt Builder using the "Save As" function. However, UC notices that the new template produces different results compared to the standard Sales Email prompt due to missing hyperparameters.

What should UC do to ensure the new prompt template produces results comparable to the standard Sales Email prompts?

Use Model Playground to create a model configuration with the specified parameters.

Manually add the hyperparameters to the new template.

Revert to using the standard template without modifications.

5. Universal Containers (UC) wants to enable its sales team to get insights into product and competitor

names mentioned during calls.

How should UC meet this requirement?

Enable Einstein Conversation Insights, connect a recording provider, assign permission sets, and customize insights with up to 25 products.

Enable Einstein Conversation Insights, assign permission sets, define recording managers, and customize insights with up to 50 competitor names.

Enable Einstein Conversation Insights, enable sales recording, assign permission sets, and customize insights with up to 50 products.

6. Which scenario best demonstrates when an Agentforce Data Library is most useful for improving an AI agent’s response accuracy?

When the AI agent must provide answers based on a curated set of policy documents that are stored, regularly updated, and indexed in the data library.

When the AI agent needs to combine data from disparate sources based on mutually common data, such as Customer Id and Product Id for grounding.

When data is being retrieved from Snowflake using zero-copy for vectorization and retrieval.

7. An Agentforce at Universal Containers is working on a prompt template to generate personalized emails for product demonstration requests from customers. It is important for the Al-generated email to adhere strictly to the guidelines, using only associated opportunity information, and to encourage the recipient to take the desired action.

How should the Agentforce Specialist include these instructions on a new line in the prompt template?

Surround them with triple quotes (""").

Make sure merged fields are defined.

Use curly brackets {} to encapsulate instructions.

8. Universal Containers (UC) is experimenting with using public Generative AI models and is familiar with the language required to get the information it needs. However, it can be time-consuming for both UC’s sales and service reps to type in the prompt to get the information they need, and ensure prompt consistency.

Which Salesforce feature should the company use to address these concerns?

Agent Builder and Action: Query Records.

Einstein Prompt Builder and Prompt Templates.

Einstein Recommendation Builder.

9. An administrator is responsible for ensuring the security and reliability of Universal Containers' (UC) CRM data. UC needs enhanced data protection and up-to-date AI capabilities. UC also needs to include relevant information from a Salesforce record to be merged with the prompt.

Which feature in the Einstein Trust Layer best supports UC's need?

Data masking

Dynamic grounding with secure data retrieval

Zero-data retention policy

10. An Agentforce needs to create a Sales Email with a custom prompt template. They need to ground on the following data.

Opportunity Products Events near the customer Tone and voice examples

How should the Agentforce Specialist obtain related items?

Call prompt initiated flow to fetch and ground the required data.

Create a flex template that takes the records in question as inputs.

Utilize a standard email template and manually insert the required data fields.

11. Universal Containers is using Agentforce for Sales to find similar opportunities to help close deals faster. The team wants to understand the criteria used by the Agent to match opportunities.

What is one criterion that Agentforce for Sales uses to match similar opportunities?

Matched opportunities have a status of Closed Won from the last 12 months.

Matched opportunities are limited to the same account.

Matched opportunities were created in the last 12 months.

12. An Agentforce Specialist needs to create a prompt template to fill a custom field named Latest Opportunities Summary on the Account object with information from the three most recently opened opportunities.

How should the Agentforce Specialist gather the necessary data for the prompt template?

Select the latest Opportunities related list as a merge field.

Create a flow to retrieve the opportunity information.

Select the Account Opportunity object as a resource when creating the prompt template.

13. When creating a custom retriever in Einstein Studio, which step is considered essential?

Select the search index, specify the associated data model object (DMO) and data space, and optionally define filters to narrow search results.

Define the output configuration by specifying the maximum number of results to return, and map the output fields that will ground the prompt.

Configure the search index, choose vector or hybrid search, choose the fields for filtering, the data space and model, then define the ranking method.

14. What is true of Agentforce Testing Center?

Running tests risks modifying CRM data in a production environment.

Running tests does not consume Einstein Requests.

Agentforce Testing Center can only be used in a production environment.

15. Universal Containers (UC) has implemented Generative AI within Salesforce to enable summarization of a custom object called Guest. Users have reported mismatches in the generated information.

In refining its prompt design strategy, which key practices should UC prioritize?

Enable prompt test mode, allocate different prompt variations to a subset of users for evaluation, and standardize the most effective model based on performance feedback.

Create concise, clear, and consistent prompt templates with effective grounding, contextual role-playing, clear instructions, and iterative feedback.

Submit a prompt review case to Salesforce and conduct thorough testing In the playground to refine outputs until they meet user expectations.

16. An Agentforce wants to ground a new prompt template with the User related list.

What should the Agentforce Specialist consider?

The User related list should have View All access.

The User related list needs to be included on the record page.

The User related list is not supported in prompt templates.

17. Universal Containers (UC) would like to implement the Sales Development Representative (SDR) Agent.

Which channel consideration should UC be aware of while implementing it?

SDR Agent must be deployed in the Messaging channel.

SDR Agent only works in the Email channel.

SDR Agent must also be deployed on the company website.

18. How does the Einstein Trust Layer ensure that sensitive data is protected while generating useful and meaningful responses?

Masked data will be de-masked during response journey.

Masked data will be de-masked during request journey.

Responses that do not meet the relevance threshold will be automatically rejected.

19. Universal Containers (UC) recently rolled out Einstein Generative AI capabilities and has created a custom prompt to summarize case records. Users have reported that the case summaries generated are not returning the appropriate information.

What is a possible explanation for the poor prompt performance?

The prompt template version is incompatible with the chosen LL

The data being used for grounding is incorrect or incomplete.

The Einstein Trust Layer is incorrectly configured.

20. Universal Containers (UC) has a mature Salesforce org with a lot of data in cases and Knowledge articles. UC is concerned that there are many legacy fields, with data that might not be applicable for Einstein AI to draft accurate email responses.

Which solution should UC use to ensure Einstein AI can draft responses from a defined data source?

Service AI Grounding

Work Summaries

Service Replies

21. Universal Containers wants to allow its service agents to query the current fulfillment status of an order with natural language. There is an existing auto launched flow to query the information from Oracle ERP, which is the system of record for the order fulfillment process.

How should An Agentforce apply the power of conversational AI to this use case?

Create a Flex prompt template in Prompt Builder.

Create a custom copilot action which calls a flow.

Configure the Integration Flow Standard Action in Agent.

22. An Agentforce configured Data Masking within the Einstein Trust Layer.

How should the Agentforce Specialist begin validating that the correct fields are being masked?

Use a Flow-based resource in Prompt Builder to debug the fields’ merge values using Flow Debugger.

Request the Einstein Generative AI Audit Data from the Security section of the Setup menu.

Enable the collection and storage of Einstein Generative AI Audit Data on the Einstein Feedback setup page.

23. When configuring a prompt template, an Agentforce Specialist previews the results of the prompt template they've written. They see two distinct text outputs: Resolution and Response.

Which information does the Resolution text provide?

It shows the full text that is sent to the Trust Layer.

It shows the response from the LLM based on the sample record.

It shows which sensitive data is masked before it is sent to the LL

24. How does the AI Retriever function within Data Cloud?

It performs contextual searches over an indexed repository to quickly fetch the most relevant documents, enabling grounding AI responses with trustworthy, verifiable information.

It monitors and aggregates data quality metrics across various data pipelines to ensure only high-integrity data is used for strategic decision-making.

It automatically extracts and reformats raw data from diverse sources into standardized datasets for use in historical trend analysis and forecasting.

25. Universal Containers (UC) wants to limit an agent’s access to Knowledge articles while deploying the "Answer Questions with Knowledge" action.

How should UC achieve this?

Define scope instructions to the agent specifying a list of allowed article titles or IDs.

Update the Data Library Retriever to filter on a custom field on the Knowledge article.

Assign Data Categories to Knowledge articles, and define Data Category filters in the Agentforce Data Library.

26. An Agentforce is creating a custom action in Agent.

Which option is available for the Agentforce Specialist to choose for the custom copilot action?

Apex trigger

SOQL

Flows

27. An Agentforce Specialist is tasked with analyzing Agent interactions, looking into user inputs, requests, and queries to identify patterns and trends.

What functionality allows the Agentforce Specialist to achieve this?

Agent Event Logs dashboard.

AI Audit and Feedback Data dashboard.

User Utterances dashboard.

28. Universal Containers needs its sales reps to be able to only execute prompt templates.

What should the company use to achieve this requirement?

Prompt Execute Template permission set

Prompt Template User permission set

Prompt Template Manager permission set

29. What is best practice when refining Agent custom action instructions?

Provide examples of user messages that are expected to trigger the action.

Use consistent introductory phrases and verbs across multiple action instructions.

Specify the persona who will request the action.

30. What is the importance of Action Instructions when creating a custom Agent action?

Action Instructions define the expected user experience of an action.

Action Instructions tell the user how to call this action in a conversation.

Action Instructions tell the large language model (LLM) which action to use.

31. An Agentforce turned on Einstein Generative AI in Setup. Now, the Agentforce Specialist would like to create custom prompt templates in Prompt Builder. However, they cannot access Prompt Builder

in the Setup menu.

What is causing the problem?

The Prompt Template User permission set was not assigned correctly.

The Prompt Template Manager permission set was not assigned correctly.

The large language model (LLM) was not configured correctly in Data Cloud.

32. What is An Agentforce able to do when the “Enrich event logs with conversation data" setting in Agent is enabled?

View the user click path that led to each copilot action.

View session data including user Input and copilot responses for sessions over the past 7 days.

Generate details reports on all Copilot conversations over any time period.

33. Universal Containers (UC) wants to enable its sales team to use AI to suggest recommended products from its catalog.

Which type of prompt template should UC use?

Record summary prompt template

Email generation prompt template

Flex prompt template

34. Universal Containers’ data science team is hosting a generative large language model (LLM) on Amazon Web Services (AWS).

What should the team use to access externally-hosted models in the Salesforce Platform?

Model Builder

App Builder

Copilot Builder

35. A Salesforce Administrator is exploring the capabilities of Agent to enhance user interaction within their organization. They are particularly interested in how Agent processes user requests and the mechanism it employs to deliver responses. The administrator is evaluating whether Agent directly interfaces with a large language model (LLM) to fetch and display responses to user inquiries, facilitating a broad range of requests from users.

How does Agent handle user requests In Salesforce?

Agent will trigger a flow that utilizes a prompt template to generate the message.

Agent will perform an HTTP callout to an LLM provider.

Agent analyzes the user's request and LLM technology is used to generate and display the appropriate response.

36. An Agentforce wants to use the related lists from an account in a custom prompt template.

What should the Agentforce Specialist consider when configuring the prompt template?

The text encoding (for example, UTF-8, ASCII) option

The maximum number of related list merge fields

The choice between XML and JSON rendering formats for the list

37. Universal Containers has implemented an agent that answers questions based on Knowledge articles.

Which topic and Agent Action will be shown in the Agent Builder?

General Q&A topic and Knowledge Article Answers action.

General CRM topic and Answers Questions with LLM Action.

General FAQ topic and Answers Questions with Knowledge Action.

38. For an Agentforce Data Library that contains uploaded files, what occurs once it is created and configured?

Indexes the uploaded files in a location specified by the user

Indexes the uploaded files into Data Cloud

Indexes the uploaded files in Salesforce File Storage

39. Universal Containers needs a tool that can analyze voice and video call records to provide insights on competitor mentions, coaching opportunities, and other key information. The goal is to enhance the team's performance by identifying areas for improvement and competitive intelligence.

Which feature provides insights about competitor mentions and coaching opportunities?

Call Summaries

Einstein Sales Insights

Call Explorer

 Loading...