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Salesforce Agentforce-Specialist

Agentforce-Specialist

Exam Code: Agentforce-Specialist

Exam Name: Salesforce Certified Agentforce Specialist (AI-201)

Updated: Sep 01, 2026

Q&A Number: 379 Q&As

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About Salesforce Agentforce-Specialist Exam dumps / Bootcamp

A Salesforce credential still carries real weight with hiring managers, and the Salesforce Certified Agentforce Specialist (AI-201) exam is your way in. Dumpkiller gives you 379 practice questions so you can walk into the Agentforce-Specialist testing center with confidence.

Salesforce Agentforce-Specialist Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified Agentforce Specialist (AI-201)
Exam Number:AI-201
Real Exam Qty:60 multiple-choice questions + up to 5 unscored questions
Exam Format:Scenario-based Questions, Multiple Select, Multiple Choice
Available Languages:Japanese, English, French
Related Certifications:Salesforce Platform Administrator
Salesforce AI Specialist (retired)
Salesforce Platform App Builder
Salesforce AI Associate (retired)
Passing Score:72%-73%
Exam Price:USD 200
Exam Duration:105 minutes
Recommended Training:Salesforce Trailhead Agentforce Learning Paths
Agentforce Specialist Exam Prep
Exam Registration:Salesforce Certification Registration
Certification Exam Guide
Sample Questions: DOWNLOAD DEMO
Exam Way:Online proctored or onsite testing center
Pre Condition:None
Official Syllabus URL:https://help.salesforce.com/s/articleView?id=005298924&type=1

Salesforce Agentforce-Specialist Exam Syllabus Topics:

SectionWeightObjectives
Data and AI Governance20%- Data grounding
  • 1. Data Cloud integration concepts
    • 2. Knowledge grounding for AI responses
      - Ethics and compliance
      • 1. AI ethics, privacy, and governance
        Testing, Deployment, and Operations20%- Monitoring
        • 1. Observability and performance tracking
          - Lifecycle management
          • 1. Deployment strategies (sandbox to production)
            • 2. Agent testing and validation
              AI Agents35%- Agent behavior configuration
              • 1. Deterministic behavior using filters and variables
                • 2. Agent reasoning engine fundamentals
                  - Security and governance
                  • 1. Agent user security model
                    - Topics and Actions
                    • 1. Standard and custom topics selection
                      • 2. Standard and custom agent actions
                        • 3. Agent types and channel integration
                          Prompt Engineering25%- Prompt Builder
                          • 1. Field generation and flex templates
                            • 2. Prompt templates creation and management
                              - Grounding and best practices
                              • 1. Data grounding techniques
                                • 2. Prompt optimization strategies

                                  Your Agentforce-Specialist Exam Questions, Answered

                                  What is the Agentforce-Specialist exam all about?

                                  The Salesforce Certified Agentforce Specialist (AI-201) exam (code: Agentforce-Specialist) is the official Salesforce exam that leads to the Salesforce Certified Agentforce Specialist certification. It sits at the Professional level of the Salesforce certification track. It is also connected with related credentials such as Salesforce Platform Administrator, Salesforce Platform App Builder, Salesforce AI Associate (retired), Salesforce AI Specialist (retired). Passing it proves to employers that your skills have been validated by Salesforce itself, which is why the Agentforce-Specialist credential keeps showing up in job postings.

                                  How many questions are in the Agentforce-Specialist exam, and how long does it take?

                                  The Salesforce Certified Agentforce Specialist (AI-201) exam gives you 105 minutes to work through 60 multiple-choice questions + up to 5 unscored questions. Pacing matters more than most candidates expect, so before exam day, run at least one full timed session in the Dumpkiller test engine to learn how long you can afford per question. If an item stalls you, flag it and move on — coming back later beats burning five minutes on a single question.

                                  What score do I need to pass the Agentforce-Specialist exam, and how much does it cost?

                                  The passing score for the Salesforce Certified Agentforce Specialist (AI-201) exam is 72%-73%, and the official registration fee is USD 200. Remember that a failed attempt means paying that fee in full again, so a timed self-assessment with Dumpkiller practice questions about a week before your exam date is a cheap way to confirm you are scoring comfortably above 72%-73%.

                                  Are there any prerequisites for the Agentforce-Specialist exam?

                                  According to Salesforce, the following applies: None. Certification policies do change from time to time, so confirm the latest requirements on the official exam page at https://help.salesforce.com/s/articleView?id=005298924&type=1 before you register.

                                  How do I register for the Agentforce-Specialist exam?

                                  You can book your Salesforce Certified Agentforce Specialist (AI-201) exam through the official channels below:

                                  Depending on availability in your region, the exam is delivered as Online proctored or onsite testing center.

                                  What official training does Salesforce recommend for the Agentforce-Specialist exam?

                                  Salesforce lists the following training options for Salesforce Certified Agentforce Specialist (AI-201) candidates:

                                  Official courses build a solid foundation, and pairing them with the 379 practice questions from Dumpkiller shows you how ready you really are before you spend money on the exam itself.

                                  Can I try the Agentforce-Specialist practice questions before buying?

                                  Yes. Dumpkiller offers a free Agentforce-Specialist PDF demo so you can review the question style, difficulty, and explanations before committing to anything. After purchase, your Salesforce Certified Agentforce Specialist (AI-201) material includes 365 days of free updates, and if your product expires after that, you can extend the update service at a 50% discount from your member zone.

                                  What happens if I do not pass the Agentforce-Specialist exam, and how is my order delivered?

                                  If you take the corresponding Agentforce-Specialist exam within 60 days of your purchase and do not pass, you can apply for a full refund under our 100% Money Back Guarantee, subject to a few conditions: the failed exam must be the one matching your purchase; sitting the exam within 3 days of purchase does not qualify, since that leaves too little preparation time; downloading the material without actually taking the exam does not qualify; free materials and expired orders are excluded; and the candidate name must match the payer name. To apply, send a scanned copy of your enrollment slip together with your official Score Report (PDF) within 2 days after the exam, and claims are processed within 7 days. If you would rather not take a refund, you can exchange your purchase for two free products of equal value while keeping the update service on the product you originally bought. As for delivery, everything is an instant download: your products are sent to your email within one minute of payment — contact customer service if nothing arrives within 2 hours — and there is no limit on the number of computers you can install the software on.

                                  What topics are covered in the Agentforce-Specialist exam?

                                  The official Salesforce Certified Agentforce Specialist (AI-201) syllabus is organized into 4 main domains. The first three are Data and AI Governance (20%), AI Agents (35%), and Testing, Deployment, and Operations (20%). For the full domain-by-domain breakdown, see the complete Exam Topics outline above.

                                  Salesforce Certified Agentforce Specialist (AI-201) Sample Questions:

                                  Question 1

                                  An Agentforce Specialist at Universal Containers previously recommended removing superseded mortgage policy documents ingested into Data 360 to prevent the agent retrieving outdated terms. Legal has now confirmed that all historical versions must remain in the system simultaneously, as each version remains contractually binding for customers who signed under it.
                                  Which revised recommendation should the specialist make?

                                  A. Add the policy version identifier as a prepend field in the search index so every chunk is tagged with its applicable version at indexing time, enabling the large language model (LLM) to identify and select the correct version during response generation.
                                  B. Configure a custom retriever in AI Models, formerly Einstein Studio, with a dynamic filter on the policy version metadata field, populated at runtime from the customer's Contract record in CRM, ensuring retrieval is deterministically scoped to the document version applicable to that customer's agreement before similarity ranking is applied.
                                  C. Create a separate data stream for each policy version and configure the agent to query the appropriate unstructured data model object (UDMO) corresponding to the customer's contract date, isolating each version's vectors from the others.


                                  Question 2

                                  A service manager wants to use Salesforce Prompt Builder to help agents summarize customer case notes after a support call. The summary should:
                                  Capture the customer's issue, troubleshooting steps taken, and next actions.
                                  Be no longer than five sentences.
                                  Use plain language with no technical jargon.
                                  If no next action is identified, the summary should explicitly state "No next action required." Which key prompt constructs meet this requirement?

                                  A. Role, Task, LLM Clarity Score, and Format
                                  B. Task, Context, Constraints, and Format
                                  C. Role, Task, Token Size Limit, and Format


                                  Question 3

                                  Choose 1 option.
                                  Universal Containers (UC) is preparing to use the Agentforce Testing Center to ensure the reliability of a new agent. UC has a CSV file with test cases and is reviewing the documentation to understand best practices and limitations.
                                  Which best practice should the company follow to avoid modifying CRM data while running tests in the Testing Center?

                                  A. Limit the number of test cases to 50 per test to minimize data changes.
                                  B. Use the Testing Center only in the sandbox environment.
                                  C. Run tests in the production environment to ensure real-time data accuracy.


                                  Question 4

                                  A business stakeholder wants to use Al to generate a summary based on Data Cloud data.
                                  Which method(s) should the stakeholder use to access Data Cloud data from Prompt Builder?

                                  A. Accessing data model objects (DMQs) directly in Flex templates, using Data Cloud related lists, and fetching Data Cloud data using prompt-initiated flows
                                  B. Using Data Cloud related lists and fetching Data Cloud data using prompt-initiated flows
                                  C. Using only external APIs to import Data Cloud data into Prompt Builder


                                  Question 5

                                  Universal Containers (UC) noticed an increase in customer contract cancellations in the last few months. UC is seeking ways to address this issue by implementing a proactive outreach program to customers before they cancel their contracts and is asking the Salesforce team to provide suggestions.
                                  Which use case functionality of Model Builder aligns with UC ' s request?

                                  A. Product recommendation prediction
                                  B. Customer churn prediction
                                  C. Contract Renewal Date prediction


                                  Solutions:

                                  Question 1
                                  Answer: B
                                  Question 2
                                  Answer: B
                                  Question 3
                                  Answer: B
                                  Question 4
                                  Answer: B
                                  Question 5
                                  Answer: B

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