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Salesforce AI-201 Exam Syllabus Topics:

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

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                              Salesforce Certified Agentforce Specialist Sample Questions (Q87-Q92):

                              NEW QUESTION # 87
                              Universal Containers (UC) wants to use Generative AI Salesforce functionality to reduce Service Agent handling time by providing recommended replies based on the existing Knowledge articles.
                              On which AI capability should UC train the service agents?

                              Answer: A

                              Explanation:
                              Service Replies (specifically Einstein Service Replies) is the Salesforce Generative AI functionality designed to automatically draft responses for service agents in real-time, based on contextual information, including existing knowledge articles. This directly addresses Universal Containers' need to reduce handling time by providing recommended replies grounded in their knowledge base


                              NEW QUESTION # 88
                              Coral Cloud Resorts needs consistent pass/fail logic for agent testing. Which Testing Center capability provides that?

                              Answer: B

                              Explanation:
                              According to the AgentForce Testing Center Guide, structured batch testing is the feature that provides consistent, repeatable pass/fail validation for agent testing. The documentation explains:
                              "Structured batch testing allows specialists to define expected outputs per test utterance and automatically validate the agent's responses, resulting in deterministic pass/fail outcomes."


                              NEW QUESTION # 89
                              Universal Containers (UC) wants to use the Draft with Einstein feature in Sales Cloud to create a personalized introduction email. After creating a proposed draft email, which predefined adjustment should UC choose to revise the draft with a more casual tone?

                              Answer: C

                              Explanation:
                              When Universal Containers uses the Draft with Einstein feature in Sales Cloud to create a personalized email, the predefined adjustment to Make Less Formal is the correct option to revise the draft with a more casual tone. This option adjusts the wording of the draft to sound less formal, making the communication more approachable while still maintaining professionalism.
                              Enhance Friendliness would make the tone more positive, but not necessarily more casual.
                              Optimize for Clarity focuses on making the draft clearer but doesn't adjust the tone.


                              NEW QUESTION # 90
                              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 follows Salesforce prompt design best practices?

                              Answer: C

                              Explanation:
                              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."


                              NEW QUESTION # 91
                              A sales rep at Universal Containers is extremely busy and sometimes will have very long sales calls on voice and video calls and might miss key details. They are just starting to adopt new generative AI features. Which Einstein Generative AI feature should An Agentforce recommend to help the rep get the details they might have missed during a conversation?

                              Answer: A

                              Explanation:
                              For a sales rep who may miss key details during long sales calls, the Agentforce Specialist should recommend the Call Summary feature. Call Summary uses Einstein Generative AI to automatically generate a concise summary of important points discussed during the call, helping the rep quickly review the key information they might have missed.
                              Call Explorer is designed for manually searching through call data but doesn't summarize.
                              Sales Summary is focused more on summarizing overall sales activity, not call-specific content.


                              NEW QUESTION # 92
                              ......

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