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Salesforce AI-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Cloud for Agentforce20%- Retrievers and search types: keyword, vector, hybrid
- Improving response accuracy with data grounding
- Unstructured data processing: chunking, indexing
- Agentforce Data Library types
Topic 2: Multi-Agent Interoperability5%- Agent API usage scenarios
- Model Context Protocol (MCP)
- Agent-to-agent communication
Topic 3: Development Lifecycle15%- Deployment: sandbox to production
- Monitoring, adoption and optimization
- Version control and maintenance
- Testing agents in Testing Center
Topic 4: Prompt Engineering20%- Prompt Builder usage and use cases
- Prompt template creation: field generation, flex types
- Prompt management and user roles
- Grounding techniques and best practices
Topic 5: AI Agents35%- Agent architecture and reasoning engine
- Channel integration: digital experience, email, Slack
- Topics and actions configuration
- Agent types: Service, Sales, Employee
- Agent User security and permissions
- Deterministic controls: filters and variables

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Salesforce Certified Agentforce Specialist Sample Questions (Q35-Q40):

NEW QUESTION # 35
Coral Cloud Resorts (CCR) wants to configure its agent so that booking actions are only available when a customer's membership tier is "Premium" or "Elite". This business rule must be enforced deterministically. What should CCR implement?

Answer: A

Explanation:
Per the AgentForce Configuration and Control Flow Guide, enforcing deterministic business rules
- such as restricting certain actions based on a data condition-requires using context variables with conditional filters. The guide specifies: "Use context variables mapped to relevant Salesforce fields to store state information. Then apply conditional filters to ensure actions execute only when specific conditions (e.g., membership tier) are met." This ensures the rule is deterministic, meaning the action cannot trigger if the condition is not satisfied.


NEW QUESTION # 36
What does it mean when a prompt template version is described as immutable?

Answer: B

Explanation:
According to the AgentForce Prompt Template Versioning Guide, when a prompt template version is marked as immutable, it means that no edits or modifications can be made to that version after it has been activated. This ensures that the logic, wording, and grounding parameters tied to that version remain locked and consistent for auditing, reproducibility, and compliance purposes.
If further changes are required, the system automatically creates a new draft version of the template. The old version remains immutable and preserved for traceability.


NEW QUESTION # 37
Universal Containers (UC) wants to ensure the effectiveness, reliability, and trust of its agents prior to deploying them in production. UC would like to efficiently test a large and repeatable number of utterances. What should the Agentforce Specialist recommend?

Answer: B

Explanation:
The goal of Universal Containers (UC) is to test its Agentforce agents for effectiveness, reliability, and trust before production deployment, with a focus on efficiently handling a large and repeatable number of utterances. Let's evaluate each option against this requirement and Salesforce's official Agentforce tools and best practices.


NEW QUESTION # 38
How does Agentforce select the correct action to resolve a user's request?

Answer: C

Explanation:
In the AgentForce Architecture and Reasoning Engine Overview, Salesforce explains that the large language model (LLM) drives topic and action selection. The documentation states:
"AgentForce uses an LLM to interpret user intent, map it to existing topics, and trigger the appropriate action when available. If no matching topic or action is found, the LLM attempts to generate a direct response using its available context."


NEW QUESTION # 39
The Agentforce Specialist for Coral Cloud Resorts wants to create an agent that will automate the resolution of a large portion of guest complaints related to their vacation experiences. The agent will be able to offer upgrades, hotel credit, and other complimentary options. The agent will also be in charge of escalating the case to a human when a guest has suffered a major disruption (such as cancellation). Following Salesforce best practices, which type of agent should the Agentforce Specialist create?

Answer: B

Explanation:
The AgentForce for Service Implementation Guide confirms that when automating customer service and complaint resolution, the correct solution is a Service Agent. The documentation states:
"Service Agents handle customer inquiries, complaints, and issue resolution workflows. They can automate actions such as offering credits, applying upgrades, and escalating severe cases to human support." Flex prompt templates are recommended for these scenarios, as they allow contextual control and personalization based on the complaint details.


NEW QUESTION # 40
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