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Salesforce Agentforce-Specialist Exam Overview:

Certification Vendor:	Salesforce
Exam Name:	Salesforce Certified Agentforce Specialist
Exam Number:	Agentforce-Specialist
Related Certifications:	Salesforce Certified AI Associate Salesforce Certified AI Specialist (Legacy)
Exam Price:	USD 200
Available Languages:	English
Real Exam Qty:	60
Passing Score:	73%
Exam Format:	Multiple-choice, Multiple-select
Exam Duration:	105 minutes
Sample Questions:	Salesforce Agentforce-Specialist Sample Questions
Exam Way:	Online (Proctored) or Testing Center
Pre Condition:	None
Official Syllabus URL:	https://trailhead.salesforce.com/help?article=Salesforce-Certified-Agentforce-Specialist-Exam-Guide

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Agentforce-Specialist Trainingsunterlagen & Agentforce-Specialist Zertifizierungsfragen

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Salesforce Agentforce-Specialist Prüfungsplan:

Thema	Einzelheiten
Thema 1	Development Lifecycle: This area addresses testing agents in Testing Center, deploying from sandbox to production, and managing agent adoption and monitoring.
Thema 2	Multi-Agent Interoperability: This domain explains Model Context Protocol (MCP), agent-to-agent communication, and when to use Agent API for system interactions.
Thema 3	AI Agents: This domain covers configuring agent behavior, understanding the reasoning engine, selecting topics and actions for agent types, managing Agent User security, choosing appropriate agent types, and connecting agents to various channels.
Thema 4	Data Cloud for Agentforce: This domain covers Agentforce Data Library types, improving responses with unstructured data through chunking and indexing, understanding retrievers, and selecting keyword, vector, or hybrid search types.
Thema 5	Prompt Engineering: This section focuses on using Prompt Builder, managing user roles, creating prompt templates with field generation and flex types, selecting grounding techniques, and applying best practices for effective prompts.

Salesforce Certified Agentforce Specialist (AI-201) Agentforce-Specialist Prüfungsfragen mit Lösungen (Q56-Q61):

56. Frage
An Agentforce Specialist is creating a prompt template to assist support reps in drafting responses to customer complaints.
To ensure the responses are empathetic and helpful, what is a key element to include in the prompt template?

A. A direct instruction to the large language model (LLM) to role-play as a character
B. The entire history of the customer's previous interactions with the company
C. A list of keywords related to customer complaints

Antwort: A

Begründung:
The Prompt Builder Best Practices Guide emphasizes including a role instruction in prompts to set tone and communication style. The document explains: "Role-playing instructions (e.g., 'You are an empathetic customer support agent') are a best practice for ensuring the LLM adopts the desired persona, tone, and style in responses." Option A directly reflects this principle by instructing the LLM to role-play as a character, resulting in empathetic, customer-centric responses.
Option B (listing keywords) provides no tone or intent guidance.
Option C (including full interaction history) risks token overload and redundancy, which can degrade prompt performance.
Thus, Option A aligns with Salesforce's prompt design best practices for tone and empathy.
References (AgentForce Documents / Study Guide):
Salesforce Prompt Builder Design Guide: "Using Role Instructions for Empathy and Tone" AgentForce Prompt Engineering Handbook: "Persona and Context in Prompts" AgentForce Study Guide: "Creating Effective Prompts for Customer-Facing Use Cases"

57. Frage
Universal Containers (UC) has configured a data library and wants to restrict indexing of knowledge articles to articles which are only publicly available in their knowledge base, UC also wants the agent to link sources that the large language model (LLM) grounded its response on.
Which settings should help UC with this?

A. In the data library setting window, under Knowledge Settings, enable Use Public Knowledge Article and select Show sources,
B. Use Data Categories to categorize publicly available articles to index. Sources are automatically displayed when knowledge articles are categorized as Public.
C. In the data library setting window, under Knowledge Settings, enable Use Public Knowledge Article. It is not possible to display articles that the LLM grounded its response in.

Antwort: A

Begründung:
According to the AgentForce Data Library Configuration Guide, administrators can restrict indexing and retrieval of Knowledge articles to publicly available ones and enable source visibility for LLM-grounded responses. The documentation states:
"Within the data library settings, under Knowledge Settings, enable 'Use Public Knowledge Articles' to ensure only publicly visible content is indexed. To display citations, enable 'Show Sources' so the agent links the specific articles or data records used to ground its response." Option A correctly reflects these two documented configuration steps.
Option B is incorrect because Salesforce explicitly supports source display for transparency through the
"Show Sources" setting.
Option C incorrectly assumes that Data Categories control indexing visibility and source linking, which is handled by explicit Knowledge Settings, not categorization.
References (AgentForce Documents / Study Guide):
* AgentForce Data Library Configuration Guide: "Knowledge Settings for Public Article Indexing"
* AgentForce Transparency and Source Attribution Notes: "Show Sources Option"
* AgentForce Study Guide: "Configuring Knowledge Visibility and Source Display"

58. Frage
A service manager wants to use Salesforce Prompt Builder to help agents summarize customer case notes after a support call.
The summary should:
* Capture the customer's issue, troubleshooting steps taken, and next actions.
* Be no longer than five sentences.
* Use plain language (no technical jargon).
If no next action is identified, the summary should explicitly state "No next action required." Which prompt template fallows Salesforce prompt design best practices?
required."
Format: Use numbered sentences for clarity.

A. Role: You are a support agent writing a case summary. Task: Provide a professional summary of the issue and troubleshooting steps. Contest: Include customer issue, steps taken, and next actions if available. Constraints: No strict sentence limit, but use plain language. If no next action is found, leave it out. Format: Use paragraphs for readability.
B. Role: You are a case documentation assistant, Task: Write a summary of the support call. Context:Always describe the customer issue, troubleshooting, and resolution details. Constraints: The summary should be comprehensive and professional, but there is no limit on length or language style. Format:Use complete sentences in a narrative style.
C. Role: You are an experienced support agent. Task: Summarize the case notes, Context: Include customer issue, troubleshooting steps, and next actions. Constraints: Limit to 5 sentences, use plain language, and if no next action is found, state "No next action

Antwort: C

Begründung:
According to the Salesforce Prompt Builder Best Practices Guide, an effective prompt must include Role, Task, Context, Constraints, and Format clearly defined - a structure known as the RTCCF model. The documentation explains: "Prompts should specify the assistant's role, define a clear task, include context and constraints, and provide output format instructions to ensure predictable and high-quality responses." Option A follows this framework precisely. It defines:
Role: The assistant's identity ("experienced support agent").
Task: Summarizing case notes.
Context: Customer issue, troubleshooting steps, next actions.
Constraints: Limit of 5 sentences, plain language, include "No next action required" if applicable.
Format: Numbered sentences for clarity.
Options B and C omit critical prompt design elements such as strict constraints or output formatting and therefore do not align with Salesforce's prompt design standard.
References (AgentForce Documents / Study Guide):
Salesforce Prompt Builder Guide: "Prompt Structure Using RTCCF Model"
AgentForce Prompt Template Design Guide: "Best Practices for Summarization Prompts" Salesforce AI Prompt Engineering Study Guide

59. Frage
Universal Containers (UC) needs to create a prompt template that provides a detailed product description based on the latest product data. The description will be used in marketing materials to ensure consistency and accuracy. Which prompt template type should UC use?

A. Sales Email
B. Record Summary
C. Field Generation

Antwort: C

Begründung:
Comprehensive and Detailed Explanation From Exact Extract:
The documentation states that the Field Generation template is designed to populate a specific field on a record with generated output. "Field Generation: uses record context to autofill specific fields on a record page." (Prompt Template Types) In this scenario, UC wants to generate a detailed product description based on product data and populate that description field on the product record (or equivalent). This is exactly a field generation use#case. The Sales Email template is for generating email content, and the Record Summary template is for summarising a record rather than generating a marketing#style description. Therefore the correct answer is C.

60. Frage
Universal Containers wants to implement a solution in Salesforce with a custom UX that allows users to enter a sales order number. Subsequently, the system will invoke a custom prompt template to create and display a summary of the sales order header and sales order details. Which solution should an Agentforce Specialist implement to meet this requirement?

A. Create an autolaunched flow and invoke the prompt template using the standard " Prompt Template " flow action.
B. Create a template-triggered prompt flow and invoke the prompt template using the standard " Prompt Template " flow action.
C. Create a screen flow to collect the sales order number and invoke the prompt template using the standard " Prompt Template " flow action.

Antwort: C

Begründung:
Universal Containers (UC) requires a solution with a custom UX for users to input a sales order number, followed by invoking a custom prompt template to generate and display a summary. Let's evaluate each option based on this requirement and Salesforce Agentforce capabilities.
Option A: Create an autolaunched flow and invoke the prompt template using the standard " Prompt Template
" flow action.An autolaunched flow is a background process that runs without user interaction, triggered by events like record updates or platform events. While it can invoke a prompt template using the " Prompt Template " flow action (available in Flow Builder to integrate Agentforce prompts), it lacks a user interface.
Since UC explicitly needs a custom UX for users to enter a sales order number, an autolaunched flow cannot meet this requirement, as it doesn't provide a way for users to input data directly.
Option B: Create a template-triggered prompt flow and invoke the prompt template using the standard " Prompt Template " flow action.There's no such thing as a " template-triggered prompt flow " in Salesforce terminology. This appears to be a misnomer or typo in the original question. Prompt templates in Agentforce are reusable configurations that define how an AI processes input data, but they are not a type of flow. Flows (like autolaunched or screen flows) can invoke prompt templates, but " template-triggered " is not a recognized flow type in Salesforce documentation. This option is invalid due to its inaccurate framing.
Option C: Create a screen flow to collect the sales order number and invoke the prompt template using the standard " Prompt Template " flow action.A screen flow provides a customizable user interface within Salesforce, allowing users to input data (e.g., a sales order number) via input fields. The " Prompt Template " flow action, available in Flow Builder, enables integration with Agentforce by passing user input (the sales order number) to a custom prompt template. The prompt template can then query related data (e.g., sales order header and details) and generate a summary, which can be displayed back to the user on a subsequent screen.
This solution meets UC's need for a custom UX and seamless integration with Agentforce prompts, making it the best fit.
Why Option C is Correct:
Screen flows are ideal for scenarios requiring user interaction and custom interfaces, as outlined in Salesforce Flow documentation. The " Prompt Template " flow action enables Agentforce's AI capabilities within the flow, allowing UC to collect the sales order number, process it via a prompt template, and display the result- all within a single, user-friendly solution. This aligns with Agentforce best practices for integrating AI-driven summaries into user workflows.
References:
Salesforce Help: Flow Builder > Prompt Template Action - Describes how to use the " Prompt Template " action in flows to invoke Agentforce prompts.
Trailhead: Build Flows with Prompt Templates - Highlights screen flows for user-driven AI interactions.
Agentforce Studio Documentation: Prompt Templates - Explains how prompt templates process input data for summaries.

61. Frage
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