In 2026, preparing for the Salesforce-AI-Specialist exam while holding down a full-time job leaves little room for trial and error. ITExamDownload packs 157 focused practice questions for the Salesforce Certified AI Specialist into a format you can work through on your own schedule, so every spare hour actually counts.
Salesforce Salesforce-AI-Specialist Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Agentforce Tools | 23% | - Agent creation and configuration - Monitor and manage agent adoption - Define topics, actions and reasoning - Security and access control for agents |
| Generative AI in CRM Applications | 17% | - Einstein for Service use cases and features - LLM integration and application scenarios - Einstein for Sales use cases and features |
| Prompt Builder | 37% | - Customize prompt templates - Design and structure effective prompts - Test and optimize prompt performance - Implement prompt logic and variables |
| Model Builder | 8% | - Select appropriate model types - Configure standard and custom models - Model deployment and maintenance - Bring Your Own LLM (BYOLLM) setup |
| Einstein Trust Layer | 15% | - Privacy controls and compliance - Security features and data protection - Grounding AI outputs and data governance |
Common Questions About the Salesforce Certified AI Specialist Exam
The Salesforce Certified AI Specialist (exam code Salesforce-AI-Specialist) is the exam you pass to earn the Salesforce Certified AI Specialist certification, a credential at the Specialist level. It is also connected with related credentials such as Salesforce Certified AI Associate, Salesforce Certified Administrator, Salesforce Certified Platform App Builder. If you are mapping out a certification path with Salesforce, this exam is a milestone worth planning around.
The Salesforce-AI-Specialist exam includes 60 questions, and you have 105 minutes to complete them. With that many questions on the clock, pacing is part of the challenge: divide your time into rough blocks as you go, and flag the items that stall you so you can circle back at the end instead of burning minutes on a single question. A week or two before your exam date, sit at least one full timed session in the ITExamDownload test engine under the same time limit, so the pace feels familiar rather than frantic on the day.
You need 73% to pass the Salesforce-AI-Specialist exam, and the official registration fee is $200 USD. That fee is due again in full for every retake, which makes thorough preparation the cheaper investment by far. Before you book your seat, test yourself with the ITExamDownload practice questions until you are scoring comfortably above the passing mark on a consistent basis — it is the simplest way to avoid paying for the same exam twice.
No mandatory prerequisites; recommended: Salesforce Administrator, Platform App Builder or AI Associate certification and hands-on experience with Salesforce platform
Eligibility rules can be adjusted by Salesforce over time, so before you register, confirm the current requirements on the official exam page: view the official Salesforce-AI-Specialist exam information.
You can book the Salesforce-AI-Specialist exam through the official registration channels below:
How the exam is taken: Online proctored or onsite at authorized testing centers.
Salesforce lists the following official training options for candidates preparing for this exam:
Once you have worked through the training, measure your readiness with the 157 practice questions from ITExamDownload — they show you exactly which topics still need attention before you book the exam.
Yes. ITExamDownload offers a free PDF demo of the Salesforce-AI-Specialist practice questions, so you can judge the quality of the material firsthand before paying anything. Every purchase also includes 365 days of free updates — if Salesforce changes the exam during that year, your material changes with it. And when the free update period expires, you can extend it at a 50% discount from within your member zone.
Every Salesforce-AI-Specialist purchase at ITExamDownload is backed by a 100% Money Back Guarantee: if you take the corresponding exam within 60 days of your purchase and do not pass, you can apply for a full refund. The guarantee has clear conditions — it does not apply if you sit the exam within 3 days of purchase, if you downloaded the material but never actually took the exam, or to free materials and expired orders, and the candidate name must match the payer name. To file a claim, send a scan of your exam enrollment slip together with your official Score Report PDF within 2 days of the exam; claims are processed within 7 days. If you would rather not take a refund, you can exchange the product instead and receive two additional exam preparation products of equal value for free, while your original product keeps its update service. Delivery itself is instant: your material is available for download right after payment and is also sent to your email within one minute — if it has not arrived within 2 hours, contact our customer service. There is no limit on how many computers you can install it on.
The official Salesforce Certified AI Specialist outline divides the exam content into 5 main domains. The first three are:
- Prompt Builder — 37%
- Model Builder — 8%
- Generative AI in CRM Applications — 17%
That is only the headline view — scroll back up to the Exam Topics section on this page for the complete domain-by-domain breakdown before you plan your study schedule.
Salesforce Certified AI Specialist Sample Questions:
After creating a foundation model in Einstein Studio, which hyperparameter should an AI Specialist use to adjust the balance between consistency and randomness of a response?
- A. Temperature
- B. Variability
- C. Presence Penally
Correct Answer: A 🗳️
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Universal Containers Is Interested In Improving the sales operation efficiency by analyzing their data using Al-powered predictions in Einstein Studio.
Which use case works for this scenario?
- A. Predict customer sentiment toward a promotion message.
- B. Predict most popular products from new product catalog.
- C. Predict customer lifetime value of an account.
Correct Answer: C 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
Universal Containers wants to make a sales proposal and directly use data from multiple unrelated objects (standard and custom) in a prompt template.
What should the AI Specialist recommend?
- A. Create a prompt template passing in a special custom object that connects the records temporarily,
- B. Create a Flex template to add resources with standard and custom objects as inputs.
- C. Create a prompt template-triggered flow to access the data from standard and custom objects.
Correct Answer: B 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
Universal Containers (UC) has implemented Generative AI within Salesforce to enable summarization of a custom object called Guest. Users have reported mismatches in the generated information.
In refining its prompt design strategy, which key practices should UC prioritize?
- A. Enable prompt test mode, allocate different prompt variations to a subset of users for evaluation, and standardize the most effective model based on performance feedback.
- B. Submit a prompt review case to Salesforce and conduct thorough testing In the playground to refine outputs until they meet user expectations.
- C. Create concise, clear, and consistent prompt templates with effective grounding, contextual role- playing, clear instructions, and iterative feedback.
Correct Answer: C 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
An AI Specialist at Universal Containers (UC) Is tasked with creating a new custom prompt template to populate a field with generated output. UC enabled the Einstein Trust Layer to ensure AI Audit data is captured and monitored for adoption and possible enhancements.
Which prompt template type should the AI Specialist use and which consideration should they review?
- A. Field Generation, and that Dynamic Fields is enabled
- B. Flex, and that Dynamic Fields is enabled
- C. Field Generation, and that Dynamic Forms is enabled
Correct Answer: A 🗳️
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