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Reference: https://trailhead.salesforce.com/help?article=Salesforce-Certified-Agentforce-Specialist-Exam-Guide
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Salesforce Certified Agentforce Specialist (AI-201) Sample Questions:
Universal Containers has built a Service Agent for its hospitality brand grounded on a Knowledge data library containing 200 FAQ articles covering reservations, amenities, and cancellation policies. The project team estimates that manually authoring test cases to achieve adequate knowledge coverage would take three weeks.
A junior administrator proposes that Testing Center can significantly accelerate this process.
Which step should an Agentforce Specialist take to generate a comprehensive initial test suite without manual authoring of individual test cases?
- A. Generate test cases based on the knowledge available to the agent.
- B. Generate test cases based on subagents and actions.
- C. Upload test cases.
Correct Answer: A 🗳️
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Choose 1 option.
Universal Containers wants to systematically validate agent responses before deployment using a scalable testing process.
Which Testing Center approach should the company implement?
- A. Manually interact with the agent in Builder until responses seem correct.
- B. Use pilot users in production to flag incorrect responses post-launch.
- C. Upload a structured CSV test template and run batch test cases in Testing Center.
Correct Answer: C 🗳️
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Universal Containers has deployed several specialized Agentforce Employee Agents, such as IT Support, HR Assistant, and Procurement, to assist with internal tasks. Recently, UC's help desk has reported a high volume of failed interactions because employees are frequently selecting the incorrect agent to handle their requests, for example, asking the HR Assistant agent to reset a network password. UC wants to improve the user experience, scale their deployment, and centralize control without requiring employees to guess which agent to use.
Which architectural approach should the Agentforce Specialist recommend to resolve this issue?
- A. Create a custom validation rule on the Agent Session object to prevent users from submitting prompts that do not match the selected agent's system instructions.
- B. Implement a Single Org Multi-Agent (SOMA) to act as a unified, central entry point that interprets user intent and routes the request to the appropriate specialized capabilities.
- C. Deploy a standalone Multi-Agent architecture where each specialized agent prompts the user to verify their specific department and role before proceeding with the conversation.
Correct Answer: B 🗳️
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An Agentforce has created a copilot custom action using flow as the reference action type. However, it is not delivering the expected results to the conversation preview, and therefore needs troubleshooting.
What should the Agentforce Specialist do to identify the root cause of the problem?
- A. In Copilot Builder, verify the utterance entered by the user and review session event logs for debug information.
- B. In Copilot Builder within the Dynamic Panel, turn on dynamic debugging to show the inputs and outputs.
- C. Copilot Builder within the Dynamic Panel, confirm selected action and observe the values in Input and Output sections.
Correct Answer: B 🗳️
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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?
- A. Make Less Formal
- B. Optimize for Clarity
- C. Enhance Friendliness
Correct Answer: A 🗳️
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