Salesforce AI-201 : Salesforce Certified Agentforce Specialist

  • Exam Code: AI-201
  • Exam Name: Salesforce Certified Agentforce Specialist
  • Updated: Oct 04, 2026
  • Q & A: 315 Questions and Answers

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Salesforce AI-201 Exam Syllabus Topics:

SectionWeightObjectives
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
          Testing, Deployment & Lifecycle15%- Agent lifecycle management
          • 1. Testing and validation strategies
            • 2. Sandbox to production deployment
              Governance & Observability10%- AI governance
              • 1. Monitoring agent behavior
                • 2. Trust layer and compliance concepts
                  Data Cloud & Grounding20%- Data integration for AI agents
                  • 1. Connecting external data sources
                    • 2. Using Data Cloud for retrieval augmentation
                      AI Agents35%- Agent setup and orchestration
                      • 1. Standard and custom agent actions
                        • 2. Standard and custom topics
                          - Agent behavior configuration
                          • 1. Agent reasoning engine concepts
                            • 2. Filters and variables for deterministic behavior

                              Salesforce Certified Agentforce Specialist Sample Questions:

                              Question #1

                              What is An Agentforce able to do when the "Enrich event logs with conversation data" setting in Agent is enabled?

                              • A. View the user click path that led to each copilot action.
                              • B. View session data including user Input and copilot responses for sessions over the past 7 days.
                              • C. Generate details reports on all Copilot conversations over any time period.
                              Reveal Solution  Discussion  0

                              Correct Answer: B  🗳️

                              Explanation: Only visible for ValidVCE members. You can sign-up / login (it's free).

                              Question #2

                              Universal Containers (UC) wants to create a new Sales Email prompt template in Prompt Builder using the "Save As" function. However, UC notices that the new template produces different results compared to the standard Sales Email prompt due to missing hyperparameters. What should UC do to ensure the new prompt template produces results comparable to the standard Sales Email prompts?

                              • A. Use Model Playground to create a model configuration with the specified parameters.
                              • B. Manually add the hyperparameters to the new template.
                              • C. Revert to using the standard template without modifications.
                              Reveal Solution  Discussion  0

                              Correct Answer: B  🗳️

                              Explanation: Only visible for ValidVCE members. You can sign-up / login (it's free).

                              Question #3

                              Universal Containers wants to systematically validate agent responses before deployment using a scalable testing process. Which Testing Center approach should the company implement?

                              • A. Upload a structured CSV test template and run batch test cases in Testing Center.
                              • B. Use pilot users in production to flag incorrect responses post-launch.
                              • C. Manually interact with the agent in Builder until responses seem correct.
                              Reveal Solution  Discussion  0

                              Correct Answer: A  🗳️

                              Explanation: Only visible for ValidVCE members. You can sign-up / login (it's free).

                              Question #4

                              What is the main benefit of using a Knowledge article in an Agentforce Data Library?

                              • A. Only the retriever for Knowledge articles allows for agents to access Knowledge from both inside the platform and on a customer's website.
                              • B. It provides a structured, searchable repository of approved documents so the agent can retrieve reliable information for each inquiry..
                              • C. The retriever for Knowledge articles has better accuracy and performance than the default retriever.
                              Reveal Solution  Discussion  0

                              Correct Answer: B  🗳️

                              Explanation: Only visible for ValidVCE members. You can sign-up / login (it's free).

                              Question #5

                              An Agentforce at Universal Containers is trying to set up a new Field Generation prompt template. They take the following steps.
                              1. Create a new Field Generation prompt template.
                              2. Choose Case as the object type.
                              3. Select the custom field AI_Analysis_c as the target field.
                              After creating the prompt template, the Agentforce Specialist saves, tests, and activates it.
                              Howsoever, when they go to a case record, the AI Analysis field does not show the (Sparkle) icon on the Edit pencil. When the Agentforce Specialist was editing the field, it was behaving as a normal field.
                              Which critical step did the Agentforce Specialist miss?

                              • A. They forgot that the Case Object is not supported for Add generation as Feinstein Service Replies should be used instead.
                              • B. They forgot to reactivate the Lightning page layout for the Case object after activating their Field Generation prompt template.
                              • C. They forgot to edit the Lightning page layout and associate the field to a prompt template
                              Reveal Solution  Discussion  0

                              Correct Answer: C  🗳️

                              Explanation: Only visible for ValidVCE members. You can sign-up / login (it's free).

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