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Updated: Aug 18, 2026

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Salesforce AI-201 Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified Agentforce Specialist (AI-201)
Exam Number:AI-201
Certificate Validity Period:Not explicitly stated by Salesforce
Related Certifications:Salesforce Certified Platform Administrator
Salesforce Certified Platform App Builder
Passing Score:72%-73%
Exam Format:Multiple-choice questions, Scenario-based questions, Unscored pilot questions included
Available Languages:English, Japanese, French
Real Exam Qty:60 scored questions + up to 5 unscored questions
Exam Price:USD 200 (plus applicable taxes) / JPY 30,000
Exam Duration:105 minutes
Recommended Training:Salesforce Trailhead Agentforce learning path
Salesforce Certification Exam Guide (Agentforce Specialist)
Exam Registration:Salesforce Certification Program Info
Official Salesforce Certification Registration
Sample Questions:Salesforce AI-201 Sample Questions
Exam Way:Online proctored or onsite testing center
Pre Condition:None
Official Syllabus URL:https://trailheadacademy.salesforce.com/certificate/exam-agentforce-specialist---AI-201

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: Prompt Engineering20%- Prompt Builder usage
      • 1. Prompt templates and configuration
        • 2. Field generation and flex templates
          - Grounding techniques
          • 1. Best practices for prompt design
            • 2. Data grounding for reducing hallucinations
              Topic 3: Governance & Observability10%- AI governance
              • 1. Monitoring agent behavior
                • 2. Trust layer and compliance concepts
                  Topic 4: AI Agents35%- Agent setup and orchestration
                  • 1. Standard and custom agent actions
                    • 2. Standard and custom topics
                      - Agent behavior configuration
                      • 1. Filters and variables for deterministic behavior
                        • 2. Agent reasoning engine concepts
                          Topic 5: Testing, Deployment & Lifecycle15%- Agent lifecycle management
                          • 1. Sandbox to production deployment
                            • 2. Testing and validation strategies

                              Salesforce Certified Agentforce Specialist Sample Questions:

                              1. At Universal Containers, a sales manager is tackling a tough challenge as several new junior sales reps struggle with objection handling and price negotiations for complex deals. The manager lacks the time to personally guide each sales rep through their specific customer scenarios before their critical meetings. The junior sales reps have asked for a tool that would allow them to practice their pitches by simulating tough conversations and receive personalized feedback that is specific to the commerce opportunity they are working on. Which Salesforce solution should an Agentforce Specialist recommend?

                              A) Sales Coach
                              B) SDR Agent
                              C) Employee Coach


                              2. Universal Containers is interested in using Call Explorer to quickly gain insights from meetings recorded by its sales team. What should the Agentforce Specialist be aware of before enabling this feature?

                              A) Call Explorer operates independently of Salesforce Knowledge, requiring no prior setup.
                              B) Custom Call Explorer actions need to be built before it can be configured.
                              C) Call Explorer requires the Einstein Conversation Insights permission set to be enabled.


                              3. 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 within the Dynamic Panel, turn on dynamic debugging to show the inputs and outputs.
                              B) In Copilot Builder, verify the utterance entered by the user and review session event logs for debug information.
                              C) Copilot Builder within the Dynamic Panel, confirm selected action and observe the values in Input and Output sections.


                              4. Universal Containers (UC) wants to enable its sales reps to explore opportunities that are similar to previously won opportunities by entering the utterance, "Show me other opportunities like this one." How should UC achieve this with Agents?

                              A) Create a custom Agent action calling a flow.
                              B) Use the standard Agent action.
                              C) Create a custom Agent action calling an Apex class.


                              5. Universal Containers wants to test agents while preserving real data and isolating from production. Which environment should the company use with Testing Center?

                              A) Use sandbox environments replicated from production for safe testing,
                              B) Use personal developer orgs unrepresentative of production data,
                              C) Use production org directly with test assertions.


                              Solutions:

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

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