Salesforce Salesforce-AI-Specialist exam : Salesforce Certified AI Specialist Exam

Salesforce-AI-Specialist Exam Simulator
  • Exam Code: Salesforce-AI-Specialist
  • Exam Name: Salesforce Certified AI Specialist Exam
  • Updated: Oct 12, 2026
  • Q & A: 157 Questions and Answers

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About Salesforce Salesforce-AI-Specialist Exam Braindumps

Booking the Salesforce Certified AI Specialist is an investment, and a failed attempt means paying the full registration fee again. The Salesforce-AI-Specialist practice questions from Exam4PDF give you 157 chances to rehearse before you ever risk that fee.

Salesforce Salesforce-AI-Specialist Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified AI Specialist Exam
Exam Number:Salesforce-AI-Specialist
Related Certifications:Salesforce Certified AI Associate
Salesforce Certified Platform App Builder
Salesforce Certified Administrator
Passing Score:73%
Available Languages:Japanese, English
Exam Duration:105 minutes
Certificate Validity Period:1 year
Exam Format:Multiple-select, Multiple-choice
Exam Price:$200 USD
Real Exam Qty:60
Recommended Training:Salesforce AI Specialist Learning Path
Trailhead: Cert Prep: AI Specialist
Exam Registration:Salesforce Certification Registration
Sample Questions:Salesforce Salesforce-AI-Specialist exam simulator
Exam Way:Online proctored or onsite at authorized testing centers
Pre Condition:No mandatory prerequisites; recommended: Salesforce Administrator, Platform App Builder or AI Associate certification and hands-on experience with Salesforce platform
Official Syllabus URL:https://trailhead.salesforce.com/credentials/certification-ai-specialist

Salesforce Salesforce-AI-Specialist Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Model Builder8%- Configure standard and custom models
- Model deployment and maintenance
- Bring Your Own LLM (BYOLLM) setup
- Select appropriate model types
Topic 2: Generative AI in CRM Applications17%- Einstein for Service use cases and features
- LLM integration and application scenarios
- Einstein for Sales use cases and features
Topic 3: Agentforce Tools23%- Agent creation and configuration
- Security and access control for agents
- Define topics, actions and reasoning
- Monitor and manage agent adoption
Topic 4: Einstein Trust Layer15%- Privacy controls and compliance
- Grounding AI outputs and data governance
- Security features and data protection
Topic 5: Prompt Builder37%- Design and structure effective prompts
- Customize prompt templates
- Test and optimize prompt performance
- Implement prompt logic and variables

Answers to Common Questions About the Salesforce Salesforce-AI-Specialist Exam

Yes. Exam4PDF offers a free PDF demo of the Salesforce-AI-Specialist practice questions so you can check the quality, the format, and the difficulty level before you spend anything. After you purchase, you also receive 365 days of free updates, and if the product expires you can extend the update service at a 50% discount from your member zone.

The Salesforce-AI-Specialist exam contains 60 questions and gives you 105 minutes to complete them. That works out to a brisk pace, so you cannot afford to stall on a single tricky item — flag it, move on, and circle back if time allows. Before exam day, run at least two timed mock sessions with the Exam4PDF desktop or online test engine; practicing against a real clock turns the official time limit into a comfortable rhythm instead of a source of panic.

The Salesforce-AI-Specialist exam (full name: Salesforce Certified AI Specialist Exam) is a Salesforce certification exam that leads to the Salesforce Certified AI Specialist credential, positioned at the Specialist level. It validates the skills Salesforce expects from professionals working with its technologies, and passing it is the key step toward getting certified. It also sits within a broader certification path that includes Salesforce Certified AI Associate, Salesforce Certified Administrator, Salesforce Certified Platform App Builder.

The Salesforce Certified AI Specialist exam is organized into 5 domains. The main areas include Agentforce Tools (23%), Prompt Builder (37%), and Einstein Trust Layer (15%). Scroll up to the exam syllabus section on this page for the complete topic-by-topic outline.

No mandatory prerequisites; recommended: Salesforce Administrator, Platform App Builder or AI Associate certification and hands-on experience with Salesforce platform

Eligibility requirements can change, so before you register, confirm the latest criteria on the official Salesforce exam page.

To pass the Salesforce-AI-Specialist exam you need a score of 73%, and the official registration fee is $200 USD. Keep in mind that a failed attempt comes at full price: retaking the exam means paying the entire fee again. A smart way to protect that investment is to self-test first — work through the 157 practice questions at Exam4PDF until your timed scores sit comfortably above the passing line before you book a seat.

Salesforce recommends the following training resources for the Salesforce Certified AI Specialist:

Official courses build the theory; pair them with the 157 practice questions from Exam4PDF to turn that knowledge into exam-ready speed and accuracy.

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If you take the Salesforce-AI-Specialist exam within 60 days of your purchase and do not pass, you can apply for a full refund under the Exam4PDF money back guarantee. To file a claim, submit a scan of your exam enrollment slip together with the official score report (PDF) within 2 days of taking the exam, and your claim will be processed within 7 days. The candidate name must match the payer name, and the policy does not apply to exams taken within 3 days of purchase, to purchases where the exam was never actually taken, or to free materials and expired orders. Prefer an alternative? Instead of a refund, you can exchange your purchase for two free exam products of equal value while keeping the update service on your original product.

You can register for the Salesforce Certified AI Specialist through the official channels below:

The Salesforce-AI-Specialist exam is delivered Online proctored or onsite at authorized testing centers, so choose the option that best fits your schedule when you book.

Salesforce Certified AI Specialist Sample Questions:

Question #1

An AI Specialist wants to include data from the response of external service invocation (REST API callout) into the prompt template.
How should the AI Specialist meet this requirement?

  • A. Use External Service Record merge fields.
  • B. Use "Add Prompt Instructions" flow element.
  • C. Convert the JSON to an XML merge field.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #2

Universal Containers (UC) needs to improve the agent productivity in replying to customer chats.
Which generative AI feature should help UC address this issue?

  • A. Case Summaries
  • B. Case Escalation
  • C. Service Replies
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for Exam4PDF members. You can sign-up / login (it's free).

Question #3

Universal Containers' current AI data masking rules do not align with organizational privacy and security policies and requirements.
What should an AI Specialist recommend to resolve the issue?

  • A. Add new data masking rules in LLM setup.
  • B. Configure data masking in the Einstein Trust Layer setup.
  • C. Enable data masking for sandbox refreshes.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for Exam4PDF members. You can sign-up / login (it's free).

Question #4

What is the role of the large language model (LLM) in understanding intent and executing an Agent Action?

  • A. Identify the best matching topic and actions and correct order of execution
  • B. Find similar requested topics and provide the actions that need to be executed
  • C. Determine a user's topic access and sort actions by priority to be executed
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #5

Universal Container's internal auditing team asks an AI Specialist to verify that address information is properly masked in the prompt being generated.
How should the AI Specialist verify the privacy of the masked data in the Einstein Trust Layer?

  • A. Enable data encryption on the address field
  • B. Inspect the AI audit trail
  • C. Review the platform event logs
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for Exam4PDF members. You can sign-up / login (it's free).

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