Free Salesforce Agentforce-Specialist Exam Questions

Become Salesforce Certified with updated Agentforce-Specialist exam questions and correct answers

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Total 381 Questions | Updated On: Aug 02, 2026

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Question 1

Universal Containers (UC) is deploying several prompt templates to assist its support agents using Salesforce’ s standard foundation models. Leadership requires the generated responses to consistently reflect an empathetic and highly professional tone. UC only permits the use of standard foundational large language models (LLMs). What is the most effective prompt engineering technique the Agentforce Specialist should implement in Prompt Builder to fulfill this requirement?

A : Configure the prompt template tone with a dataset of past interactions using different writing styles, intensifiers, and punctuation to permanently alter the LLM default tone.

B : Include a direct instruction asking the LLM to role-play as a specific character, for example, “Act as an empathetic customer support agent,” to provide context and establish the tone.

C : Include multiple-choice picklist questions within the prompt template to systematically test and correct the LLM’s understanding of the desired context before generating the output.

Answer: B

Question 2

Universal Containers’ Agentforce Service Agent has been live for four weeks. Agent Optimization in Agentforce Observability shows the main support intent cluster scoring low quality, with score reasons citing ambiguous subagent match. The Session Trace confirms the reasoning engine is consistently selecting the wrong subagent on most turns. What is the most viable solution to resolve the issue?

A : Refine the classification descriptions and scope of the competing subagents to eliminate the semantic overlap that is causing the reasoning engine to misroute.

B : Use the intent cluster data from Agent Optimization to identify the most frequently misrouted intents and add new subagents with tightly scoped classification descriptions for each.

C : Extend the agent’s data library with additional knowledge articles covering the misrouted intent scenarios identified in Agent Optimization.

Answer: A

Question 3

Universal Containers (UC) users are complaining that agent answers are not satisfactory. The agent is using PDF files as a knowledge source. How should UC troubleshoot this issue?

A : Analyze the data mapping between source fields and Data Cloud object fields.

B : Check that the agent has the PDF file field permission access for the data library.

C : Verify the retriever's filter criteria and data source connection.

Answer: C

Question 4

A company’s support agent is inconsistently executing a mandatory fraud check action before processing refunds. In some conversations the fraud check fires, but in others the agent skips directly to issuing the refund. Upon review, an Agentforce Specialist recommends placing the instruction guideline with run @actions.fraud_check followed by run @actions.process_refund. What is the effect of this configuration change?

A : The fraud-check action will be more strongly suggested to the large language model (LLM), but it may still be skipped if the LLM determines it is not relevant to the conversation.

B : The fraud-check action will execute after the large language model (LLM) check if it missed it in the process step execution, but the agent will lose its ability to use an empathetic tone.

C : The fraud-check action will be forced to execute before the refund action in every conversation, because procedural instructions provide deterministic control over the execution order.

Answer: C

Question 5

A company needs to ensure customers always receive answers based on the most current version of supportdocumentation.What should an Agentforce Specialist recommend?

A : Use a file-based Agentforce Data Library (ADL) and enable the version management setting to ensure the agent always retrieves the latest document.

B : Use a knowledge-based Agentforce Data Library (ADL); knowledge articles have native versioning built in, so agents automatically retrieve the current published version.

C : Use either Agentforce Data Library (ADL) type; both automatically serve the most recent content once the search index rebuilds.

Answer: B

Page: 1 / 77

Total 381 Questions | Updated On: Aug 02, 2026

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