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Salesforce AI-201 Exam Syllabus Topics:

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

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                              Salesforce Certified Agentforce Specialist Sample Questions (Q312-Q317):

                              NEW QUESTION # 312
                              Universal Containers wants to systematically validate agent responses before deployment using a scalable testing process. Which Testing Center approach should the company implement?

                              Answer: B

                              Explanation:
                              Per the AgentForce Testing Center Operations Guide, the batch testing feature allows organizations to upload structured CSV test templates containing real-world user utterances, expected classifications, and desired outcomes. Once uploaded, these test cases are executed in bulk within the Testing Center to validate agent accuracy, reasoning consistency, and grounding before activation.
                              This structured approach supports repeatable, scalable testing and ensures objective evaluation across multiple topics and scenarios.


                              NEW QUESTION # 313
                              Coral Cloud Resorts needs consistent pass/fail logic for agent testing. Which Testing Center capability provides that?

                              Answer: A

                              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 # 314
                              Universal Containers (UC) recently attended a major trade show and received thousands of new leads from event badge scans. UC is struggling to follow up with each lead in a timely, personalized way. Leadership wants to:
                              - Qualify and nurture leads 24/7.
                              - Provide accurate answers to prospect questions.
                              - Automatically book meetings with qualified prospects.
                              - Free up reps to focus on building relationships and closing deals.
                              Which Agentforce capability should UC implement to meet these goals?

                              Answer: B

                              Explanation:
                              Universal Containers (UC) needs a solution that can automatically qualify and nurture thousands of new leads 24/7, provide accurate and consistent responses to prospects, schedule meetings for qualified leads, and allow sales representatives to focus on relationship building and closing deals. These needs align precisely with the Agentforce SDR Agent.
                              According to official AgentForce documentation, "Agentforce SDR helps sales teams qualify and nurture leads at scale, around the clock. It acts as a digital sales development representative capable of engaging new leads instantly, asking the right qualifying questions, answering inquiries accurately using connected Salesforce data, and automatically scheduling meetings on behalf of the sales team." The documentation further explains that the SDR Agent is designed to "personalize outreach, manage follow-up sequences, and book meetings directly from your website or campaign pages." This automation "frees your human reps to focus on high-value interactions and closing opportunities rather than manual lead qualification." By contrast, the Sales Coach capability focuses on guiding and coaching sales representatives internally rather than interacting with prospects, and the Commerce Agent is designed for e- commerce use cases such as assisting shoppers with product discovery and order management- not lead nurturing.


                              NEW QUESTION # 315
                              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?

                              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 # 316
                              Universal Container (UC) has effectively utilized prompt templates to update summary fields on Lightning record pages. An admin now wishes to incorporate similar functionality into UC's automation process using Flow. How can the admin get a response from this prompt template from within a flow to use as part of UC's automation?

                              Answer: C

                              Explanation:
                              Universal Container (UC) has used prompt templates to update summary fields on record pages.
                              Now, the admin wants to incorporate similar generative AI functionality within a Flow for automation purposes.


                              NEW QUESTION # 317
                              ......

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