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Salesforce Agentforce-Specialist Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified Agentforce Specialist
Exam Number:Agentforce-Specialist
Real Exam Qty:60
Available Languages:English
Exam Duration:105 minutes
Related Certifications:Salesforce Certified AI Associate
Salesforce Certified AI Specialist (Legacy)
Passing Score:73%
Exam Format:Multiple-select, Multiple-choice
Exam Price:USD 200
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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有効的なSalesforce Agentforce-Specialist資格取得講座 インタラクティブテストエンジンを使用して & 完璧なAgentforce-Specialist日本語資格取得

一方で、Agentforce-Specialistテストトレントは、シラバスの変更および理論と実践の最新の進展に応じて改訂および更新されます。一方、Agentforce-Specialistテスト回答のシンプルで理解しやすい言語は、学習者を学習の困難から解放します-あなたが学生であろうとスタッフであろうと。 Agentforce-Specialistガイドトレントの支払いが成功すると、5〜10分以内にシステムからメールが届きます。リンクをクリックしてログインすると、すぐにAgentforce-Specialistガイド急流で学習できます。

Salesforce Agentforce-Specialist 認定試験の出題範囲:

トピック出題範囲
トピック 1
  • 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.
トピック 2
  • 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.
トピック 3
  • 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.
トピック 4
  • Multi-Agent Interoperability: This domain explains Model Context Protocol (MCP), agent-to-agent communication, and when to use Agent API for system interactions.
トピック 5
  • Development Lifecycle: This area addresses testing agents in Testing Center, deploying from sandbox to production, and managing agent adoption and monitoring.

Salesforce Certified Agentforce Specialist (AI-201) 認定 Agentforce-Specialist 試験問題 (Q39-Q44):

質問 # 39
Universal Containers wants to utilize Agentforce for Sales to help sales reps reach their sales quotas by providing AI-generated plans containing guidance and steps for closing deals. Which feature meets this requirement?

正解:A

解説:
Universal Containers (UC) aims to leverage Agentforce for Sales to assist sales reps with AI-generated plans that provide guidance and steps for closing deals. Let's evaluate the options based on Agentforce for Sales features.
* Option A: Create Account PlanWhile account planning is valuable for long-term strategy, Agentforce for Sales does not have a specific "Create Account Plan" feature focused on closing individual deals.
Account plans typically involve broader account-level insights, not deal-specific closure steps, making this incorrect for UC's requirement.
* Option B: Find Similar Deals"Find Similar Deals" is not a documented feature in Agentforce for Sales. It might imply identifying past deals for reference, but it doesn't involve generating plans with guidance and steps for closing current deals. This option is incorrect and not aligned with UC's goal.
* Option C: Create Close PlanThe "Create Close Plan" feature in Agentforce for Sales uses AI to generate a detailed plan with actionable steps and guidance tailored to closing a specific deal. Powered by the Atlas Reasoning Engine, it analyzes deal data (e.g., Opportunity records) and provides reps with a roadmap to meet quotas. This directly meets UC's requirement for AI-generated plans focused on deal closure, making it the correct answer.
Why Option C is Correct:
"Create Close Plan" is a specific Agentforce for Sales capability designed to help reps close deals with AI- driven plans, aligning perfectly with UC's needs as per Salesforce documentation.
References:
Salesforce Agentforce Documentation: Agentforce for Sales > Create Close Plan - Details AI-generated close plans.
Trailhead: Explore Agentforce Sales Agents - Highlights close plan generation for sales reps.
Salesforce Help: Sales Features in Agentforce - Confirms focus on deal closure.


質問 # 40
Universal Containers is rolling out a new generative AI initiative.
Which Prompt Builder limitations should the Agentforce Specialist be aware of?

正解:B

解説:
When rolling out a new Generative AI initiative in Salesforce using Prompt Builder, it's important to understand its current limitations. One key limitation is that changes to prompt templates (creation, edits, or deletions) are not logged in the Setup Audit Trail, which means admins won't have a historical record of modifications for compliance or troubleshooting.
Reference:
"Prompt Builder Limitations | Salesforce Documentation" .


質問 # 41
What is the main purpose of Prompt Builder?

正解:C

解説:
Prompt Builderis designed to help organizations create and configure reusable prompts for large language models (LLMs). By integratinggenerative AIresponses into workflows,Prompt Builderenables customization of AI prompts that interact with Salesforce data and automate complex processes. This tool is especially useful for creating tailored and consistent AI-generated content in various business contexts, including customer service and sales.
* It is not a tool forApex programming(as in option A).
* It is also not limited to real-time suggestions as mentioned in option C. Instead, it provides a flexible way for companies to manage and customize how AI-driven responses are generated and used in their workflows.
References:
* Salesforce Prompt Builder Overview:https://help.salesforce.com/s/articleView?id=sf.prompt_builder.
htm


質問 # 42
Universal Containers has an active standard email prompt template that does not fully deliver on the business requirements. Which steps should an Agentforce Specialist take to use the content of the standard prompt email template in question and customize it to fully meet the business requirements?

正解:A

解説:
Comprehensive and Detailed In-Depth Explanation:Universal Containers (UC) has astandard email prompt template(likely a prebuilt template provided by Salesforce) that isn't meeting their needs, and they want to customize it while retaining its original content as a starting point. Let's assess the options based on Agentforce prompt template management practices.
* Option A: Save as New Template and edit as needed.In Agentforce Studio's Prompt Builder, there's no explicit "Save as New Template" option for standard templates. This phrasing suggests creating a new template from scratch, but the question specifiesusing the content of the existing standard template.
Without a direct "save as" feature for standards, this option is imprecise and less applicable than cloning.
* Option B: Clone the existing template and modify as needed.Salesforce documentation confirms that standard prompt templates (e.g., for email drafting or summarization) can beclonedin Prompt Builder. Cloning creates a custom copy of the standard template, preserving its original content and structure while allowing modifications. The Agentforce Specialist can then edit the cloned template- adjusting instructions, grounding, or output format-to meet UC's specific business requirements. This is the recommended approach for customizing standard templates without altering the original, making it the correct answer.
* Option C: Save as New Version and edit as needed.Prompt Builder supports versioning for custom templates, allowing users to save new versions of an existing template to track changes. However, standard templates are typically read-only and cannot be versioned directly-versioning applies to custom templates after cloning. The question implies starting with the standard template's content, so cloning precedes versioning. This option is a secondary step, not the initial action, making it incorrect.
Why Option B is Correct:Cloning is the documented method to repurpose a standard prompt template's content while enabling customization. After cloning, the specialist can modify the new custom template (e.g., tweak the email prompt's tone, structure, or grounding) to align with UC's requirements. This preserves the original standard template and follows Salesforce best practices.
References:
* Salesforce Agentforce Documentation: Prompt Builder > Managing Templates- Details cloning standard templates for customization.
* Trailhead: Build Prompt Templates in Agentforce- Explains how to clone standardtemplates to create editable copies.
* Salesforce Help: Customize Standard Prompt Templates- Recommends cloning as the first step for modifying prebuilt templates.


質問 # 43
During configuration, Universal Containers (UC) forgot to grant Knowledge access to the Agentforce Service Agent.
Which permission must UC add for the agent to interact with Knowledge articles and answer customer questions effectively?

正解:C

解説:
According to the AgentForce for Service Configuration Guide, for an agent to interact with and retrieve Knowledge articles, it must have Knowledge object and field access, along with the "Allow View Knowledge" permission. The documentation explains: "Agents need permission to access Knowledge records and their fields to retrieve and summarize content accurately. Additionally, the Allow View Knowledge setting enables the agent to use the Knowledge object as a retrieval source." Option A is incomplete because "Run Flows" is unrelated to Knowledge article access. Option C refers to custom object permissions and external user management, which are unrelated to Knowledge configuration.
Therefore, Option B provides the correct and required set of permissions for AgentForce Service Agents to access and utilize Knowledge data effectively.
References (AgentForce Documents / Study Guide):
* AgentForce for Service Setup Guide: "Knowledge Article Access and Permissions"
* Salesforce Knowledge Configuration Guide: "Granting View Knowledge Access to Agents"
* AgentForce Study Guide: "Configuring Service Agents for Knowledge Retrieval"


質問 # 44
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