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Welcome to CertifyCerts’s complete guide for the Salesforce Certified Agentforce Specialist (AI-201) Spring 26 Update exam. Whether you’re just starting your cloud journey or aiming to boost your Salesforce expertise, our Agentforce-Specialist study materials are designed to help you prepare confidently and pass your exam on the first try.
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We’ve broken down every topic and concept covered in the Agentforce-Specialist exam — from Salesforce fundamentals to advanced architectural principles. Each concept is explained in simple, easy-to-understand language, making even complex topics feel approachable.
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We go beyond theory. You’ll explore real-world Salesforce use cases and architecture examples that help you connect concepts to practical, day-to-day challenges in the IT field.
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Question # 1
Choose 1 option.How does Agentforce select the correct action to resolve a user's request?
A. 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.
B. The large language model (LLM) selects the right topic and action, if they exist. If there are no matches, the LLMattempts to answer the user's request.
C. The reasoning engine identifies the agent action to be executed by its name and action input instructions.
Question # 2
Choose 1 option.What does it mean when a prompt template version is described as immutable?
A. After a prompt template version is activated, no further changes can be saved to that version.
B. Only the latest version of a template can be activated.
C. Every modification on a template will be saved as a new version automatically.
Question # 3
Choose 1 option.Universal Containers’ administrator has developed a new agent in a sandbox environment and now wants to deploy it toproduction.What should the administrator do to deploy an agent?
A. Manually recreate the agent configuration, topics, and actions in production becausechange sets cannot be used,
B. Export agent components as JSON files and manually import them inte production using the Metadata API.
C. Create an outbound change set with all the necessary agent components, then upload to production.
Question # 4
Choose 1 option.Universal Containers (UC) needs to create a prompt template that provides a detailed product description based on the latest product data. The description will be used in marketing materials to ensure consistency and accuracy.Which prompt template type should UC use?
A. Sales Email
B. Record Summary
C. Field Generation
Question # 5
Choose 1 Option:Cloud Kicks (CK) recently finished the development of a new prompt template that uses its own large language model (LLM). CK isdeploying a prompt template from a sandbox to a production org, and is receiving an error.When trying to deploy the change set, CK is getting an error related to the LLM used in the prompt template.What is the cause of the error?
A. The prompt does not specify that it is a custom LLM.
B. BYOLLM is not yet supported for in prompt templates in production.
C. The name of the LLM does not match in sandbox and production.
Question # 6
Choose 1 option.What is an Agentforce Specialist able to do when the ‘Enrich event logs with conversation data’ setting in the Agentforce configuration is enabled?
A. View the user click path that led to each agent action.
B. View session data including user input and agent responses for sessions.
C. Generate details reports on all agent conversations over any time period.
Question # 7
Choose 1 option.Universal Containers is setting up the data library configuration within the Agentforce Builder.What is true regarding Agentforce Data Libraries?
A. Only data library owners can assign it to the agent.
B. Each data category can only have one data library.
C. An agent can have only one data library assigned to it.
Question # 8
Choose 1 option.Universal Containers needs to create Data Cloud reports to understand agent behavior.Which data lake object (DLO) represents an overarching container capturing contiguous interactions with one or more Al agents?
A. AlAgentInteraction
B. Al Agent Interaction Message
C. Al Agent Session
Question # 9
Choose 1 option.Universal Containers (UC) needs to create a custom prompt template that can be called from a Lightning web component.Which prompt template type should UC create?
A. Field Generation
B. Sales Email
C. Flex
Question # 10
Choose 1 option.An Agentforce Specialist needs to create a prompt template that extracts the customer's name, phone number, and case numberfrom a block of text, and nothing else.How should the Agentforce Specialist structure the prompt to ensure the large language model (LLM) doesn't include extra conversation or text?
A. Ask the LLM to extract and only output the important information in the text.
B. Use well-defined output instructions and provide desired output examples.
C. Ensure in the prompt that the LLM has been told to only use name value pairs in the response.
Question # 11
Choose 1 option.A company wants to retrieve patient history details to augment the Al agent response. The company wants to leverage the Data Cloud search index feature.What is best practice when considering retrieval-augrmented generation (RAG) for information that may contain personally identifiable information (PII)?
A. Depend on the agent's prompt to avoid exposing PII.
B. Encrypt embeddings, but still index PII records.
C. Mask sensitive fields and index only non-PII data.
Question # 12
Choose 1 Answer: Universal Containers (UC) is setting up a new Agentforce Service Agent. The company has sensitive medical product research stored internally and wants to ensure the agent cannot access it.What should UC da?
A. Assign the Agentforce Service Agent user the lowest possible role in the organization's hierarchy to block access.
B. Disable the Agentforce Service Agent's ability to use any Salesforce custom object or related fields.
C. Follow the principle of least privilege and avoid granting permission to view the Medical Product object or related
Question # 13
Choose 1 option.Universal Containers has created an Employee Agent.Which step should an Agentforce Specialist take to connect the agent with a Slack channel?
A. Create a connection between Salesforce and the Slack workspace.
B. Create an Omni-Channel flow and connection between Salesforce and the Slack workspace.
C. Create an embedded service deployment and connection between Salesforce and the Slack workspace.
Question # 14
Choose 1 option.An AgentForce Specialist wants to troubleshoot an agent that is hallucinating weblinks. The agent has an action that uses a prompt template, which is using a knowledge retriever, to generate the output text that the agent will use.Which process is appropriate to find the root cause of the hallucination behavior?
A. Examine the topic name and classification description for hallucination guardrails.
B. Examine the prompt instructions and contents of the chunks shown in the resolved prompt output.
C. Examine the topic instructions and ensure the word "ALWAYS" is used in the hallucination guardrails.
Question # 15
Choose 1 option.When is the Agent-to-Agent (A2A4) protocol an appropriate communication choice?
A. When agents need to invoke third-party API
B. When agents need to access tools
C. When agents need to collaborate
I just passed today's Agentforce-Specialist exam. Although the case-based questions were challenging, I was able to comprehend actual use-cases related to Einstein and Service Cloud integration thanks to the preparation materials I used. I'm feeling really successful.
Matteo Roberts
I choose to obtain the Agentforce-Specialist certification in order to improve my AI abilities because I work in customer success. Practical application is a major focus of the exam, particularly automation and agent productivity. difficult but well worth it.
Frank Hopkins
I have three Salesforce certifications, and to be honest, Agentforce-Specialist was the most forward-thinking. It delves deeply into agent operations and digital channels powered by AI. I'm happy that I spent time practicing with my hands before trying.
Gustaf Schulze
I found that the Agentforce-Specialist CertifyCerts sample exams closely resembled the real exam format. facilitated my rapid mastery of setup subjects, AI recommendations, and analytics. successfully completed on the first try.
Kenneth Thompson
I'm thrilled to announce that I earned my Agentforce-Specialist certification. I would advise anyone who wants to try it to concentrate on practical implementation scenarios rather than just theory. It has a significant impact on the test.
Charandeep Salvi
