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Salesforce AI-201 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Cloud & Grounding	20%	- Data integration for AI agents 1. Connecting external data sources 2. Using Data Cloud for retrieval augmentation
Topic 2: Governance & Observability	10%	- AI governance 1. Monitoring agent behavior 2. Trust layer and compliance concepts
Topic 3: Prompt Engineering	20%	- Grounding techniques 1. Best practices for prompt design 2. Data grounding for reducing hallucinations - Prompt Builder usage 1. Field generation and flex templates 2. Prompt templates and configuration
Topic 4: Testing, Deployment & Lifecycle	15%	- Agent lifecycle management 1. Testing and validation strategies 2. Sandbox to production deployment
Topic 5: AI Agents	35%	- Agent behavior configuration 1. Filters and variables for deterministic behavior 2. Agent reasoning engine concepts - Agent setup and orchestration 1. Standard and custom agent actions 2. Standard and custom topics

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Salesforce Certified Agentforce Specialist Sample Questions (Q162-Q167):

NEW QUESTION # 162
What is the primary function of the planner service in the Agent system?

A. Generating record queries based on conversation history
B. Identifying copilot actions to respond to user utterances
C. Offering real-time language translation during conversations

Answer: B

Explanation:
The primary function of the planner service in the Agent system is to identify copilot actions that should be taken in response to user utterances. This service is responsible for analyzing the conversation and determining the appropriate actions (such as querying records, generating a response, or taking another action) that the Agent should perform based on user input.

NEW QUESTION # 163
Universal Containers plans to enable Agentforce in Slack so teams can interact with agents directly in Slack channels. Which description represents the key steps required to enable Agentforce in Slack?

A. Enable the default Slack channel Agentforce, and assign Slack agent access to users.
B. Configure the Slack workflow to invoke the Agentforce API, enabling users to interact with agents through predefined triggers and automated steps,
C. Configure the Slack agent connection and, in Manage Agentforce, install the agent, then assign agent access to users.

Answer: C

Explanation:
The AgentForce for Slack Deployment Guide outlines the exact process for enabling AgentForce in Slack. The steps include:
Configuring the Slack agent connection to link Salesforce with the Slack workspace.
Installing the agent in the "Manage AgentForce" section.
Assigning agent access to specific Slack users or channels.
The documentation notes: "Administrators must first establish a Slack connection through Salesforce setup, then deploy the AgentForce app to the desired workspace. User permissions are managed in the Manage AgentForce console."

NEW QUESTION # 164
Universal Containers would like to route SMS text messages to a service rep from an Agentforce Service Agent. Which Service Channel should the company use in the flow to ensure it's routed properly?

A. Messaging
B. Route Work Action
C. Live Agent

Answer: A

Explanation:
UC wants to route SMS text messages from an Agentforce Service Agent to a service rep using a flow.

NEW QUESTION # 165
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?

A. Modify the search index to only store documents from the last year and remove older records.
B. Create a custom retriever in Einstein Studio, and apply filters for publication date and product line.
C. Use the default retriever, as it already searches the entire search index and provides broad coverage.

Answer: C

Explanation:
UC's support assistant uses a Data Cloud search index for grounding, but irrelevant results from outdated product versions are an issue.

NEW QUESTION # 166
Support agents at Universal Containers are using Agentforce to find troubleshooting information.
They've reported that the agent frequently provides knowledge articles that are outdated, even when newer versions of the articles are available. The administrator has confirmed that all articles are correctly chunked and indexed. Which configuration change in the Data Cloud hybrid search index best addresses this problem?

A. Disable the keyword index to rely solely on the vector index.
B. Switch the chunking strategy from section-aware to fixed-size.
C. Add a ranking factor for regency based on the LastModifiedDate field.

Answer: C

Explanation:
The AgentForce Data Cloud Retrieval and Ranking Guide highlights that when outdated Knowledge articles appear before newer ones, administrators should configure ranking factors that prioritize content based on recency. The documentation specifies: "Adding a recency ranking factor using the LastModifiedDate or LastPublishedDate fields ensures the retrieval prioritizes the most up-to-date documents, improving response relevance."

NEW QUESTION # 167
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