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Salesforce AI-201 : Salesforce Certified Agentforce Specialist

AI-201

Exam Code: AI-201

Exam Name: Salesforce Certified Agentforce Specialist

Updated: Aug 12, 2026

Q & A: 315 Questions and Answers

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Salesforce AI-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Prompt Engineering20%- Grounding techniques
  • 1. Data grounding for reducing hallucinations
    • 2. Best practices for prompt design
      - Prompt Builder usage
      • 1. Field generation and flex templates
        • 2. Prompt templates and configuration
          Topic 2: Testing, Deployment & Lifecycle15%- Agent lifecycle management
          • 1. Sandbox to production deployment
            • 2. Testing and validation strategies
              Topic 3: Data Cloud & Grounding20%- Data integration for AI agents
              • 1. Using Data Cloud for retrieval augmentation
                • 2. Connecting external data sources
                  Topic 4: Governance & Observability10%- AI governance
                  • 1. Trust layer and compliance concepts
                    • 2. Monitoring agent behavior
                      Topic 5: AI Agents35%- Agent behavior configuration
                      • 1. Agent reasoning engine concepts
                        • 2. Filters and variables for deterministic behavior
                          - Agent setup and orchestration
                          • 1. Standard and custom agent actions
                            • 2. Standard and custom topics

                              Salesforce Certified Agentforce Specialist Sample Questions:

                              1. Universal Containers wants to implement a customer verification process where sensitive account information can only be accessed after the customer passes identity verification. The agent must enforce this security rule deterministically without allowing the large language model (LLM) to bypass the verification requirement. What should an Agentforce Specialist recommend as the best solution?

                              A) Create a custom variable IsCustomerVerified set by a verification action, then apply a conditional filter using the expression IsCustomerVerified equals true to all sensitive data actions, ensuring deterministic access control that the LLM can't alter.
                              B) Include detailed verification instructions in the agent's topic instructions explaining when customers should be verified and rely on the LLM to follow these guidelines consistently across all interactions.
                              C) Use context variables to store verification status in the messaging session and configure the agent to check these variables through natural language prompts during each sensitive action.


                              2. A support team handles a high volume of chat interactions and needs a solution to provide quick, relevant responses to customer inquiries. Responses must be grounded in the organization's knowledge base to maintain consistency and accuracy. Which feature in Einstein for Service should the support team use?

                              A) Einstein Knowledge Recommendations
                              B) Einstein Reply Recommendations
                              C) Einstein Service Replies


                              3. How does Agentforce select the correct action to resolve a user's request?

                              A) The reasoning engine identifies the agent action to be executed by its name and action input instructions.
                              B) The large language model (LLM) selects the right topic and action, if they exist. If there are no matches, the LLM attempts to answer the user's request.
                              C) Each topic contains a list of the matching action's user utterances so that the agent can map the user request to the right topic and action.


                              4. Universal Containers is planning a marketing email about products that most closely match a customer's expressed interests. What should An Agentforce recommend to generate this email?

                              A) Custom sales email template which is grounded with interest and product information
                              B) Standard email marketing template using Apex or flows for matching interest in products
                              C) Standard email draft with Einstein and choose standard email template


                              5. An agent must decide whether to resolve a Case automatically or escalate it to a human. Which design principle BEST supports this behavior?

                              A) Human-in-the-loop design
                              B) Static response templates
                              C) Hard-coded escalation rules
                              D) Anonymous execution


                              Solutions:

                              Question # 1
                              Answer: A
                              Question # 2
                              Answer: C
                              Question # 3
                              Answer: B
                              Question # 4
                              Answer: A
                              Question # 5
                              Answer: A

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