Salesforce Salesforce-AI-Specialist Exam Questions
Salesforce Certified AI Specialist

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Dos Commented on December 30, 2025
Question: 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? Answer: C. Enable the collection and storage of Einstein Generative AI Audit Data on the Einstein Feedback setup page. Why C is correct To validate that Data Masking is working correctly in the Einstein Trust Layer, the AI Specialist must first ensure that Einstein Generative AI Audit Data is being collected and stored. Without enabling this: There is no audit trail to review You cannot see which fields were sent to the LLM or whether masking was applied Enabling audit data is always the first step before reviewing or requesting it. Why the other options are incorrect A. Use Flow-based resource in Prompt Builder… ? Flow Debugger is not designed to validate Trust Layer masking or LLM payloads. B. Request the Einstein Generative AI Audit Data… ? You cannot request or review audit data until it has been enabled
NEW ZEALAND

Dos Commented on December 30, 2025
Question 42 The correct answer is: ? A. Surround them with triple quotes (""") Why A is correct In Prompt Builder, triple quotes are a best practice for placing explicit instructions on their own lines in a prompt template. This: Clearly separates instructions from generated content Signals to the LLM that the text is instructional and must be followed Helps enforce constraints such as: Use only associated opportunity information Adhere strictly to guidelines Encourage a specific call to action This approach improves consistency and compliance in generated emails. Why the other options are incorrect B. Make sure merged fields are defined ? Important for data accuracy, but it does not control how instructions are interpreted by the LLM. C. Use curly brackets {} to encapsulate instructions ? Curly brackets are used for merge fields, not for instruction blocks. Exam tip ?? For Prompt Builder formatting questions: Instructions / constraints ? triple quotes (""") Dynamic dat
NEW ZEALAND

Dos Commented on December 30, 2025
Universal Containers (UC) wants to use Flow to bring data from unified Data Cloud objects to prompt templates. Which type of flow should UC use? Answer: B To bring data from unified Data Cloud objects into prompt templates, UC should use a Template-triggered prompt flow because: It is designed to run from Prompt Builder It allows Flow to retrieve and prepare data (including from unified Data Cloud objects) The flow can then pass that data into the prompt as merge fields This is the supported way to connect Flow + Data Cloud + Prompt Templates
NEW ZEALAND

Andre Commented on December 23, 2025
Question 42 is wrong. It's Make sure merged fields are defined Explanation: In Salesforce Prompt Builder, instructions should be included using clear line breaks in the template and ensuring that all merged fields are defined. Triple quotes are not used in Prompt Builder; proper formatting and defined merge fields ensure the AI follows the instructions accurately.
Anonymous

Andre Commented on December 23, 2025
Nice pratice questions :)
Anonymous

Akhilesh HN Commented on October 15, 2025
QUESTION: 15 A service agent is looking at a custom object that stores travel information. They recently received a weather alert and now need to cancel flights for the customers that are related with this itinerary. The service agent needs to review the Knowledge articles about canceling and rebooking the customer flights. Which Einstein Copilot capability helps the agent accomplish this? Answer is Option C
Anonymous

Jayant Commented on May 30, 2025
Answer for 15th Question is A. Here it says C.
UNITED STATES

Blythe Commented on March 06, 2025
Just wrote this exam and passed. I would say more than 80% of the questions in the exam. Well worth the money for the premium version.
UNITED STATES

Homoor Commented on March 02, 2025
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Anonymous

Deepak.Cloudbrains Commented on February 24, 2025
Preparing for exam
EUROPEAN UNION

Karanpeet Sachdeva Commented on February 18, 2025
Preparing for exam
INDIA

Uzman Commented on February 18, 2025
great collection
Anonymous

Sachin Kamble Commented on February 16, 2025
useful information
Anonymous

Sachin Kamble Commented on February 16, 2025
very interesting and useful onformation
Anonymous

Amber Commented on February 15, 2025
Passed the exam today. It is going to be a great new year.
UNITED STATES

Prashant Commented on February 10, 2025
good practise
Anonymous

Hitesh Commented on February 08, 2025
good practice questions available here
UNITED STATES

vallepu Ankamma Commented on February 06, 2025
useful for the exam
Anonymous

VALLEPU ANKAMMA Commented on February 05, 2025
These questions are very useful for exam
Anonymous

Kamala Swarnalatha Commented on February 03, 2025
Good to use
Anonymous

kamala Commented on February 03, 2025
Good to use this
Anonymous

aini Commented on January 31, 2025
best best best
Anonymous

BU WIN SIO Commented on January 30, 2025
GOOD VERY HELP FUL
UNITED STATES

HardHead Commented on January 27, 2025
I searched for latest free Exam preps in Google and I was brought to this site. I eventually bought the full version as the free version is not complete. It was too much money for me but with 50% sale I got 2 exams. Going to write my first exam this coming Monday. I am going to share my result once I write my exam. Stay Tuned!
INDIA

goku d soojaa Commented on January 27, 2025
very important
INDIA

Priya Commented on January 20, 2025
Help before exam good practice questions
INDIA

SPH Commented on January 20, 2025
super helpful questions
UNITED STATES

Sobhash Commented on January 19, 2025
To those who are going for this exam and wondering if any passed. I wrote this exam. The exam is extremely hard and tricky. Luckily I prepared well and bought the full version of this Exam prep which included most of the exam questions. However some answers were incomplete. But overall a fantastic resource well worth the money.
UNITED STATES

Jayashree Commented on January 13, 2025
Admin201 salesforce
UNITED STATES

gopu singh Commented on January 10, 2025
ok ok ok ok
INDIA

Gregory Commented on January 07, 2025
Just passed this exam this morning. valid practice questions.
UNITED STATES

steve b Commented on January 03, 2025
To bring data from Unified Data Cloud objects into prompt templates, you can use a "Template-triggered prompt flow" in Salesforce, which allows you to retrieve relevant data from your Data Cloud objects within a flow and then dynamically insert those values as merge fields directly into your prompt template, effectively "grounding" the prompt with real-time data. Key steps involved: Create a Template-triggered Prompt Flow: In the Flow Builder, select "Template-triggered Prompt Flow" as the flow type. Add a "Get Records" element: Within the flow, use a "Get Records" element to retrieve the necessary data from your Data Cloud object. Specify the Data Cloud object and any relevant filters to retrieve the desired data. Use "Create Prompt Instructions": Add a "Create Prompt Instructions" element to construct the prompt text with merge fields that will be populated by the retrieved Data Cloud data. Merge Fields in Prompt Template: In your Prompt Builder, select the created flow as the "R
UNITED STATES

Baskar Commented on January 03, 2025
Questions are valid some answers may not be correct. But good enough for me as long as I know what questions are coming in the exam.
Singapore

Tobian Commented on January 01, 2025
It is much appreciated. You guys are doing an awesome job by providing these free questions. It helped me a lot with my exam. Please keep up the good work.
Anonymous

Jermy Commented on December 29, 2024
I made my exam today and I did good. I did not just use books but used this practice questions questions and passed good.
FRANCE

Nansi Commented on December 25, 2024
hope for the best
Anonymous

Rajiv Commented on December 23, 2024
Does this Exam prep work?
Anonymous

Rekha Commented on December 19, 2024
this is very useful
UNITED STATES

Rekha Commented on December 19, 2024
Valid practice questions
UNITED STATES

Fowad Commented on December 17, 2024
Just passed this exam this morning. valid practice questions.
UNITED STATES

Alisha Commented on December 15, 2024
Nice questions to prepare for the exam
Anonymous

Sami Ahammed Shaik Commented on December 09, 2024
nice to prepare this exam
Anonymous

Diddy Commented on December 04, 2024
nice try diddy
EUROPEAN UNION

Alok Awasthi Commented on December 03, 2024
India...heard about this great resource
UNITED STATES

Charles Commented on November 28, 2024
Awesome materiels
Anonymous

Rodrigo Torres Commented on November 27, 2024
I did the exam once and I`m getting preperad to do it for the second time. Questions seems to be very close to the real exam.
Anonymous