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Salesforce AI-201 Exam Syllabus Topics:

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

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Salesforce Certified Agentforce Specialist Sample Questions (Q23-Q28):

NEW QUESTION # 23
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 # 24
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?

Answer: C

Explanation:
The AgentForce Security and Access Control Best Practices Guide emphasizes the principle of least privilege, which means granting each agent only the permissions strictly necessary to perform its defined tasks.
To prevent unauthorized access to sensitive data such as medical research, administrators should exclude permissions for the Medical Product object and related records from the AgentForce Service Agent's permission set group. This approach ensures that even if the reasoning engine processes a related query, it cannot retrieve or expose data it lacks access to.


NEW QUESTION # 25
Coral Cloud Resorts is implementing Agentforce retrieval. Customers sometimes type ambiguous terms (for example, "package" could mean vacation package or baggage). Which retrieval strategy best balances precision and contextual disambiguation?

Answer: C

Explanation:
According to the AgentForce Retrieval Optimization Guide, when handling ambiguous search terms such as "package," which may refer to multiple concepts, the recommended approach is to use hybrid search. The documentation defines hybrid search as: "A combined retrieval method that leverages keyword-based precision and semantic embeddings to capture contextual intent.
This approach ensures high recall while maintaining exact-term precision." This method allows AgentForce to resolve ambiguity by using semantic context to interpret meaning while maintaining keyword-based precision for deterministic matching. The guide further notes: "Hybrid retrieval offers the optimal balance between contextual understanding and exact- term accuracy, especially in multi-domain or ambiguous queries." In contrast, semantic search only may misinterpret terms without adequate context, and keyword search only lacks the contextual reasoning to differentiate between meanings. Thus, Option A aligns with Salesforce's documented best practice for retrieval precision and contextual relevance.


NEW QUESTION # 26
What should An Agentforce consider when using related list merge fields in a prompt template associated with an Account object in Prompt Builder?

Answer: B

Explanation:
When using related list merge fields in a prompt template associated with the Account object in Prompt Builder, the Activities related list is not supported due to it being a polymorphic field.
Polymorphic fields can reference multiple different types of objects, which makes them incompatible with some merge field operations in prompt generation.


NEW QUESTION # 27
Universal Containers needs to restrict access to refund processing actions so only customers with Active account status can initiate refunds. How should an Agentforce Specialist apply the restriction deterministically?

Answer: B

Explanation:
According to the AgentForce Action Orchestration and Control Logic Guide, deterministic restrictions on action execution should be implemented using context variables and conditional filters.
By creating a context variable (e.g., AccountStatus) that pulls the customer's current status and applying a conditional filter that limits execution to cases where AccountStatus = "Active", the refund action can be programmatically restricted. This ensures the agent can only trigger the refund flow when conditions are met, providing both consistency and governance over sensitive actions.


NEW QUESTION # 28
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