Salesforce AI-201 valid study dumps : Salesforce Certified Agentforce Specialist

  • Exam Code: AI-201
  • Exam Name: Salesforce Certified Agentforce Specialist
  • Updated: Aug 16, 2026
  • Q&As: 315 Questions and Answers

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AI-201 exam dumps

Salesforce AI-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Cloud & Grounding20%- Data integration for AI agents
  • 1. Using Data Cloud for retrieval augmentation
    • 2. Connecting external data sources
      Topic 2: Testing, Deployment & Lifecycle15%- Agent lifecycle management
      • 1. Sandbox to production deployment
        • 2. Testing and validation strategies
          Topic 3: Governance & Observability10%- AI governance
          • 1. Monitoring agent behavior
            • 2. Trust layer and compliance concepts
              Topic 4: 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
                      Topic 5: AI Agents35%- Agent behavior configuration
                      • 1. Agent reasoning engine concepts
                        • 2. Filters and variables for deterministic behavior
                          - Agent setup and orchestration
                          • 1. Standard and custom topics
                            • 2. Standard and custom agent actions

                              Salesforce Certified Agentforce Specialist Sample Questions:

                              1. What is a valid use case for Data Cloud retrievers?

                              A) Modifying and updating data within the source systems connected to Data Cloud.
                              B) Grounding data from external websites to augment a prompt with RAG.
                              C) Returning relevant data from the vector database to augment a prompt.


                              2. Universal Containers has seen a high adoption rate of a new feature that uses generative AI to populate a summary field of a custom object, Competitor Analysis. All sales users have the same profile but one user cannot see the generative AlI-enabled field icon next to the summary field.
                              What is the most likely cause of the issue?

                              A) The user does not have the Prompt Template User permission set assigned.
                              B) The user does not have the field Generative AI User permission set assigned.
                              C) The prompt template associated with summary field is not activated for that user.


                              3. Universal Containers (UC) is using Einstein Generative AI to generate an account summary. UC aims to ensure the content is safe and inclusive, utilizing the Einstein Trust Layer's toxicity scoring to assess the content's safety level. What does a safety category score of 1 indicate in the Einstein Generative Toxicity Score?

                              A) Safe
                              B) Not safe
                              C) Moderately safe


                              4. Universal Containers (UC) plans to answer questions based on similar cases that have been successfully resolved in the past. What should UC consider when implementing this approach?

                              A) Create an unstructured data model object (UDMO) based on Case object and create an index on it.
                              B) No action is needed, as past cases are used to answer the question.
                              C) Create a data model object (DMO) based on Case object and create an index on it.


                              5. What considerations should an Agentforce Specialist be aware of when using Record Snapshots grounding in a prompt template?

                              A) Email addresses associated with the object are excluded.
                              B) Empty data, such as fields without values or sections without limits, is filtered out.
                              C) Activities such as tasks and events are excluded.


                              Solutions:

                              Question # 1
                              Answer: C
                              Question # 2
                              Answer: B
                              Question # 3
                              Answer: A
                              Question # 4
                              Answer: A
                              Question # 5
                              Answer: C

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