PDF Version DemoChoosing study materials by taste is legitimate — you will spend weeks inside them. PassExamDumps lets you sample first: download the free demo of the Salesforce-AI-Specialist package and experience the 157 practice questions' style before deciding.
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 Administrator Salesforce Certified Platform App Builder Salesforce Certified AI Associate |
| Exam Duration: | 105 minutes |
| Exam Price: | $200 USD |
| Exam Format: | Multiple-select, Multiple-choice |
| Passing Score: | 73% |
| Available Languages: | Japanese, English |
| Certificate Validity Period: | 1 year |
| Real Exam Qty: | 60 |
| Recommended Training: | Salesforce AI Specialist Learning Path Trailhead: Cert Prep: AI Specialist |
| Exam Registration: | Salesforce Certification Registration |
| Sample Questions: |  |
| 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:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Agentforce Tools | 23% | - Agent creation and configuration - Security and access control for agents - Define topics, actions and reasoning - Monitor and manage agent adoption |
| Topic 2: Einstein Trust Layer | 15% | - Grounding AI outputs and data governance - Privacy controls and compliance - Security features and data protection |
| Topic 3: Prompt Builder | 37% | - Design and structure effective prompts - Implement prompt logic and variables - Customize prompt templates - Test and optimize prompt performance |
| Topic 4: Model Builder | 8% | - Configure standard and custom models - Model deployment and maintenance - Select appropriate model types - Bring Your Own LLM (BYOLLM) setup |
| Topic 5: Generative AI in CRM Applications | 17% | - Einstein for Sales use cases and features - Einstein for Service use cases and features - LLM integration and application scenarios |
Salesforce-AI-Specialist Exam FAQ for Every Candidate
No mandatory prerequisites; recommended: Salesforce Administrator, Platform App Builder or AI Associate certification and hands-on experience with Salesforce platform Since requirements change over time, confirm the latest on the official Salesforce exam page before scheduling.
Salesforce recommends these training resources for the Salesforce Certified AI Specialist exam:
Follow the training with steady self-testing — the 157 practice questions from PassExamDumps make that routine easy to maintain.
PassExamDumps issues a full refund if you take the Salesforce Certified AI Specialist exam within 60 days of purchase and do not pass. The policy does not apply if the exam is taken within 3 days of purchase, if the exam was never actually taken, or to free materials or expired orders, and the candidate name must match the payer name. Submit a scan of your enrollment slip and the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Alternatively, exchange for two free exam products of equal value and keep your original update service. Orders arrive by email within 1 minute — contact support if nothing arrives within 2 hours.
The official Salesforce Certified AI Specialist outline defines 5 domains. The leading three are Generative AI in CRM Applications (17%), Model Builder (8%), and Prompt Builder (37%). The full list is in the topics section above, and PassExamDumps's 157 practice questions cover each one.
The Salesforce-AI-Specialist exam is a Salesforce certification exam validating the Salesforce Certified AI Specialist syllabus shown above. It belongs to these credential paths: Salesforce Certified AI Associate, Salesforce Certified Administrator, Salesforce Certified Platform App Builder. Candidates of different ages and backgrounds take it to advance their careers in 2026, and PassExamDumps prepares all of them with 157 practice questions in PDF, Desktop Test Engine, and Online Test Engine formats.
Three versions of the 157 practice questions for the Salesforce Certified AI Specialist exam, each with its own strengths: a printable, expert-prepared PDF with instant download and free demo; a Desktop Test Engine for Windows that simulates the real exam with two practice modes and works offline; and an Online Test Engine for any browser on Windows, Mac, Android, and iOS with test history and performance review. Choose whichever suits your taste — all are included, along with 365 days of free updates, a 50% renewal discount afterward, and unlimited computer installations.
The Salesforce Certified AI Specialist exam requires 73% to pass, and registration costs $200 USD. Retaking costs the same fee again, so a readiness check with the PassExamDumps engines is a sensible investment before booking.
The Salesforce Certified AI Specialist exam contains 60 to complete within 105 minutes. Timed practice in the PassExamDumps Desktop Test Engine prepares you for exactly that rhythm.
Online proctored or onsite at authorized testing centers Register for the Salesforce Certified AI Specialist exam through these official channels:
Once booked, your PassExamDumps practice questions reach your inbox within 1 minute — the countdown to exam day can start at once.
Salesforce Certified AI Specialist Sample Questions:
What does it mean when a prompt template version is described as immutable?
- A. Only the latest version of a template can be activated.
- B. Every modification on a template will be saved as a new version automatically.
- C. Prompt template version is activated; no further changes can be saved to that version.
Correct Answer: C 🗳️
Explanation: Only visible for PassExamDumps members. You can sign-up / login (it's free).
What is the correct process to leverage Prompt Builder in a Salesforce org?
- A. Select the appropriate prompt template type to use, select one of Salesforce's standard prompts, determine the object to associate the prompt, select a record to validate against, and associate the prompt to an action.
- B. Select the appropriate prompt template type to use, develop the prompt within the prompt workspace, select resources to dynamically insert CRM-derived grounding data, pick the model to use, and test and validate the generated responses.
- C. Enable the target object for generative prompting, develop the prompt within the prompt workspace, select records to fine-tune and ground the response, enable the Trust Layer, and associate the prompt to an action.
Correct Answer: B 🗳️
Explanation: Only visible for PassExamDumps members. You can sign-up / login (it's free).
An AI Specialist configured Data Masking within the Einstein Trust Layer.
How should the AI Specialist begin validating that the correct fields are being masked?
- A. Request the Einstein Generative AI Audit Data from the Security section of the Setup menu.
- B. Use a Flow-based resource in Prompt Builder to debug the fields' merge values using Flow Debugger.
- C. Enable the collection and storage of Einstein Generative AI Audit Data on the Einstein Feedback setup page.
Correct Answer: C 🗳️
Explanation: Only visible for PassExamDumps members. You can sign-up / login (it's free).
Universal Containers (UC) is looking to improve its sales team's productivity by providing real-time insights and recommendations during customer interactions.
Why should UC consider using Agentforce Sales Agent?
- A. To automate the entire sales process for maximum efficiency
- B. To track customer interactions for future analysis
- C. To streamline the sales process and increase conversion rates
Correct Answer: C 🗳️
Explanation: Only visible for PassExamDumps members. You can sign-up / login (it's free).
What is best practice when refining Einstein Copilot custom action instructions?
- A. Use consistent introductory phrases and verbs across multiple action instructions.
- B. Specify the persona who will request the action.
- C. Provide examples of user messages that are expected to trigger the action.
Correct Answer: C 🗳️
Explanation: Only visible for PassExamDumps members. You can sign-up / login (it's free).
Viewing page 1 out of 32 pages.
Viewing questions 1-5 out of 157 questions.
Randolph 
Newman 
Joa 
Devin 
Timothy 
Goddard 
Louis 
Zara 
Odelia 
Mandy 
Raymond 
Merle 
Setlla 
Patricia 
Herbert 
Dunn 
Octavia 
