Prepare with Salesforce : Salesforce-AI-Specialist exam braindumps as your best preparation materials
Last Updated: Oct 09, 2026
No. of Questions: 157 Questions & Answers with Testing Engine
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Salesforce Salesforce-AI-Specialist Exam Overview:
| Certification Vendor: | Salesforce |
|---|---|
| Exam Name: | Salesforce Certified AI Specialist Exam |
| Exam Number: | Salesforce-AI-Specialist |
| Exam Duration: | 105 minutes |
| Passing Score: | 73% |
| Real Exam Qty: | 60 |
| Available Languages: | English |
| Related Certifications: | Salesforce Certified Agentforce Specialist Salesforce Certified AI Associate |
| Exam Format: | Multiple Select, Multiple Choice |
| Exam Price: | $0 USD (free first attempt through AI for All initiative until end of 2025); $100 USD retake fee |
| Certificate Validity Period: | No fixed expiration; maintenance modules required for credential maintenance |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored exam or onsite testing center |
| Pre Condition: | No formal prerequisites |
| Official Syllabus URL: | https://trailhead.salesforce.com/credentials/agentforcespecialist |
Salesforce Salesforce-AI-Specialist Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Prompt Builder | 37% | - Prompt engineering and configuration
|
| Generative AI in CRM Applications | 17% | - Generative AI concepts
|
| Model Builder | 8% | - Model management
|
| Agentforce Tools | 23% | - Agentforce and Copilot capabilities
|
| Einstein Trust Layer | 15% | - AI security and governance
|
Salesforce-AI-Specialist Questions and Answers
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The Salesforce Certified AI Specialist exam contains 60 questions, and you will have 105 minutes minutes to complete them. Unlimited practice sessions are what make this pacing feel natural by exam day.
This package includes 157 practice questions for the Salesforce Certified AI Specialist exam. Every answer is verified by an experienced team of experts, so you can trust what you study.
No formal prerequisites
You can confirm the current eligibility requirements on the official Salesforce-AI-Specialist exam page before you register.
The Salesforce Certified AI Specialist exam requires a score of 73% to pass, and the official registration fee is $0 USD (free first attempt through AI for All initiative until end of 2025); $100 USD retake fee. Budgeting for both the fee and solid preparation avoids paying twice.
Yes. The PDF version works well as training and teaching material: print it for classroom sessions, share it across a certification study group, or use it as handout content during internal courses. Many company buyers choose this version for exactly that purpose, and printing is unlimited.
The Salesforce Certified AI Specialist practice questions are organized around the official exam objectives. Key topics include:
- Model Builder (8%)
- Agentforce Tools (23%)
- Generative AI in CRM Applications (17%)
Team training sessions can follow this topic list to keep everyone on the same page.
Salesforce Certified AI Specialist Sample Questions:
What is the role of the large language model (LLM) in understanding intent and executing an Agent Action?
- A. Determine a user's topic access and sort actions by priority to be executed
- B. Find similar requested topics and provide the actions that need to be executed
- C. Identify the best matching topic and actions and correct order of execution
Correct Answer: C 🗳️
Universal Containers (UC) is discussing its AI strategy in an agile Scrum meeting.
Which business requirement would lead an AI Specialist to recommend connecting to an external foundational model via Einstein Studio (Model Builder)?
- A. UC wants to fine-tune model temperature.
- B. UC wants a model fine-tuned using company data.
- C. UC wants to change the frequency penalty of the model.
Correct Answer: B 🗳️
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Universal Containers (UC) wants to assess Salesforce's generative features but has concerns over its company data being exposed to third- party large language models (LLMs). Specifically, UC wants the following capabilities to be part of Einstein's generative AI service.
No data is used for LLM training or product improvements by third- party LLMs.
No data is retained outside of UC's Salesforce org.
The data sent cannot be accessed by the LLM provider.
Which property of the Einstein Trust Layer should the AI Specialist highlight to UC that addresses these requirements?
- A. Zero-Data Retention Policy
- B. Data Masking
- C. Prompt Defense
Correct Answer: A 🗳️
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Universal Containers (UC) wants to enable its sales team with automatic post-call visibility into mention of competitors, products, and other custom phrases.
Which feature should the AI Specialist set up to enable UC's sales team?
- A. Call Insights
- B. Call Summaries
- C. Call Explorer
Correct Answer: A 🗳️
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What is the importance of Action Instructions when creating a custom Agent action?
- A. Action Instructions tell the user how to call this action in a conversation
- B. Action Instructions tell the large language model (LLM) which action to use.
- C. Action Instructions define the expected user experience of an action.
Correct Answer: C 🗳️
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