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Free Certified AI Specialist Practice Exam – 2025 Updated

Study Smarter for the Certified AI Specialist Exam with Our Free and Reliable Certified AI Specialist Exam Questions – Updated for 2025.

At Cert Empire, we are committed to providing the most accurate and up-to-date exam questions for students preparing for the Salesforce Certified AI Specialist Exam. To make preparation easier, we’ve made parts of our Certified AI Specialist exam resources free for everyone. You can practice as much as you want with Free Certified AI Specialist Practice Test.

Salesforce Certified AI Specialist Free Exam Questions

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Please keep a note that the demo questions are not frequently updated. You may as well find them in open communities around the web. However, this demo is only to depict what sort of questions you may find in our original files.

Nonetheless, the premium exam dumps files are frequently updated and are based on the latest exam syllabus and real exam questions.

1 / 60

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?

2 / 60

Universal Containers is considering leveraging the Einstein Trust Layer in conjunction with Einstein
Generative AI Audit Data.
Which audit data is available using the Einstein Trust Layer?

3 / 60

Leadership needs to populate a dynamic form field with a summary or description created by a large
language model (LLM) to facilitate more productive conversations with customers. Leadership also
wants to keep a human in the loop to be considered in their AI strategy.
Which prompt template type should the AI Specialist recommend?

4 / 60

Universal Containers (UC) wants to improve the productivity of its sales team with generative AI technology. However, UC is concerned that public AI virtual assistants lack adequate company data to general useful responses.

Which solution should UC consider?

5 / 60

Universal Containers has a new AI project.

What should an AI Specialist consider when adding a related list on the Account object to be used in the prompt template?

6 / 60

Universal Containers implemented Agentforce for its users. One user complains that an Agent is not deleting activities from the past 7 days. What is the reason for this issue?

7 / 60

Universal Containers has a strict change management process that requires all possible configuration to be completed in a sandbox which will be deployed to production. The AI Specialist is tasked with setting up Work Summaries for Enhanced Messaging. Einstein Generative AI is already enabled in production, and the Einstein Work Summaries permission set is already available in production.

Which other configuration steps should the AI Specialist take in the sandbox that can be deployed to the production org?

8 / 60

Universal Containers (UC) is building a Flex prompt template. UC needs to use data returned by the flow in the prompt template.

Which flow element should UC use?

9 / 60

Universal Container (UC) has effectively utilized prompt templates to update summary fields on Lightning record pages. An admin now wishes to incorporate similar functionality into UC's automation process using Flow.

How can the admin get a response from this prompt template from within a flow to use as part of UC's automation?

10 / 60

Which configuration must an AI Specialist complete for users to access generative Al-enabled fields in the Salesforce mobile app?

11 / 60

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?

12 / 60

Universal Containers is using Einstein Copilot for Sales to find similar opportunities to help close deals faster. The team wants to understand the criteria used by the copilot to match opportunities.
What is one criteria that Einstein Copilot for Sales uses to match similar opportunities?

13 / 60

An AI Specialist has created a copilot custom action using flow as the reference action type. However, it is not delivering the expected results to the conversation preview, and therefore needs troubleshooting.
What should the AI Specialist do to identify the root cause of the problem?

14 / 60

What is the correct process to leverage Prompt Builder in a Salesforce org?

15 / 60

An AI Specialist turned on Einstein Generative AI in Setup. Now, the AI Specialist would like to create custom prompt templates in Prompt Builder. However, they cannot access Prompt Builder in the Setup menu.
What is causing the problem?

16 / 60

Universal Containers is planning a marketing email about products that most closely match a customer’s expressed interests.
What should an AI Specialist recommend to generate this email?

17 / 60

Universal Containers wants to use an external large language model (LLM) in Prompt Builder.
What should an AI Specialist recommend?

18 / 60

Which use case is best supported by Salesforce Einstein Copilot’s capabilities?

19 / 60

When configuring a prompt template, an AI Specialist previews the results of the prompt template they’ve written. They see two distinct text outputs: Resolution and Response.
Which information does the Resolution text provide?

20 / 60

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?

21 / 60

Universal Containers (UC) wants to enable its sales reps to explore opportunities that are similar to previously won opportunities by entering the utterance, “Show me other opportunities like this one.”
How should UC achieve this in Einstein Copilot?

22 / 60

Universal Containers (UC) noticed an increase in customer contract cancellations in the last few months. UC is seeking ways to address this issue by implementing a proactive outreach program to customers before they cancel their contracts and is asking the Salesforce team to provide suggestions.
Which use case functionality of Model Builder aligns with UC’s request?

23 / 60

Universal Containers tests out a new Einstein Generative AI feature for its sales team to create personalized and contextualized emails for its customers. Sometimes, users find that the draft email contains placeholders for attributes that could have been derived from the recipient’s contact record.
What is the most likely explanation for why the draft email shows these placeholders?

24 / 60

Universal Containers wants to be able to detect with a high level of confidence if content generated by a large language model (LLM) contains toxic language.
Which action should an AI Specialist take in the Trust Layer to confirm toxicity is being appropriately managed?

25 / 60

Universal Containers wants to allow its service agents to query the current fulfillment status of an order with natural language. There is an existing autolaunched flow to query the information from Oracle ERP, which is the system of record for the order fulfillment process.
How should an AI Specialist apply the power of conversational AI to this use case?

26 / 60

Universal Containers implemented Einstein Copilot for its users. One user complains that Einstein Copilot is not deleting activities from the past 7 days.
What is the reason for this issue?

27 / 60

A sales rep at Universal Containers is extremely busy and sometimes will have very long sales calls on voice and video calls and might miss key details. They are just starting to adopt new generative AI features.
Which Einstein Generative AI feature should an AI Specialist recommend to help the rep get the details they might have missed during a conversation?

28 / 60

Universal Containers (UC) is using Einstein Generative AI to generate an account summary. UC aims to ensure the content safe and inclusive, utilizing the Einstein Trust Layer’s toxicity scoring to assess the content’s safety level.
What does a safety category score of 1 indicate in the Einstein Generative AI Toxicity Score?

29 / 60

Northern Trail Outfitters (NTO) wants to configure Einstein Trust Layer in its production org but is unable to see the option on the Setup page.
After provisioning Data Cloud, which step must an AI Specialist take to make this option available to NTO?

30 / 60

Universal Containers (UC) is experimenting with using public Generative AI models and is familiar with the language required to get the information it needs. However, it can be time consuming for both UC’s sales and service reps to type in the prompt to get the information they need, and ensure prompt consistency.
Which Salesforce feature should a Salesforce AI Specialist recommend to address these concerns?

31 / 60

An administrator is responsible for ensuring the security and reliability of Universal Containers’ (UC) CRM data. UC needs enhanced data protection and up-to-date AI capabilities. UC also needs to include relevant information from a Salesforce record to be merged with the prompt.
Which feature in the Einstein Trust Layer best supports UC’s need?

32 / 60

A support team handles a high volume of chat interactions and needs a solution to provide quick, relevant responses to customer inquiries. Responses must be grounded in the organization’s knowledge base to maintain consistency and accuracy.
Which feature in Einstein for Service should the support team use?

33 / 60

Universal Containers has an active standard email prompt template that does not fully deliver on the business requirements.
Which steps should an AI Specialist take to use the content of the standard prompt email template in question and customize it to fully meet the business requirements?

34 / 60

Universal Containers (UC) wants to assess Salesforce’s generative AI 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?

35 / 60

Universal Containers needs a tool that can analyze voice and video call records to provide insights on competitor mentions, coaching opportunities, and other key information. The goal is to enhance the team’s performance by identifying areas for improvement and competitive intelligence.
Which feature provides insights about competitor mentions and coaching opportunities?

36 / 60

Universal Containers (UC) has a legacy system that needs to integrate with Salesforce. UC wishes to create a digest of account action plans using the generative API feature.
Which API service should UC use to meet this requirement?

37 / 60

How does the Einstein Trust Layer ensure that sensitive data is protected while generating useful and meaningful responses?

38 / 60

What is the main purpose of Prompt Builder?

39 / 60

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?

40 / 60

Universal Containers wants to utilize Einstein for Sales to help sales reps reach their sales quotas by providing AI-generated plans containing guidance and steps for closing deals. Which feature should the AI Specialist recommend to the sales team?

41 / 60

A Salesforce Administrator is exploring the capabilities of Einstein Copilot to enhance user interaction within their organization. They are particularly interested in how Einstein Copilot processes user requests and the mechanism it employs to deliver responses. The administrator is evaluating whether Einstein Copilot directly interfaces with a large language model (LLM) to fetch and display responses to user inquiries, facilitating a broad range of requests from users.
How does Einstein Copilot handle user requests in Salesforce?

42 / 60

When a customer chat is initiated, which functionality in Salesforce provides generative AI replies or draft emails based on recommended Knowledge articles?

43 / 60

What is best practice when refining Einstein Copilot custom action Instructions?

44 / 60

An AI Specialist is tasked with configuring a generative model to create personalized sales emails using customer data stored in Salesforce. The AI Specialist has already fine-tuned a large language model (LLM) on the OpenAI platform. Security and data privacy are critical concerns for the client.
How should the AI Specialist integrate the custom LLM into Salesforce?

45 / 60

An AI Specialist implements Einstein Sales Emails for a sales team. The team wants to send personalized follow-up emails to leads based on their interactions and data stored in Salesforce. The AI Specialist needs to configure the system to use the most accurate and up-to-date information for email generation.
Which grounding technique should the AI Specialist use?

46 / 60

What is the role of the large language model (LLM) in executing an Einstein Copilot Action?

47 / 60

The sales team at a hotel resort would like to generate a guest summary about the guests’ interests and provide recommendations based on their activity preferences captured in each guest profile. They want the summary to be available only on the contact record page.
Which AI capability should the team use?

48 / 60

An AI Specialist is considering using a Field Generation prompt template type.
What should the AI Specialist check before creating the Field Generation prompt to ensure it is possible for the field to be enabled for generative AI?

49 / 60

An AI Specialist needs to create a prompt template to fill a custom field named Latest Opportunities Summary on the Account object with information from the three most recently opened opportunities.
How should the AI Specialist gather the necessary data for the prompt template?

50 / 60

Universal Containers (UC) recently rolled out Einstein Generative AI capabilities and has created a custom prompt to summarize case records. Users have reported that the case summaries generated are not returning the appropriate information.
What is a possible explanation for the poor prompt performance?

51 / 60

Universal Containers (UC) wants to offer personalized service experiences and reduce agent handling time with AI-generated email responses, grounded in Knowledge base.
Which AI capability should UC use?

52 / 60

An AI Specialist needs to create a Sales Email with a custom prompt template. They need to ground on the following data.

Opportunity Products -

Events near the customer -

Tone and voice examples -
How should the AI Specialist obtain related items?

53 / 60

Universal Containers wants to reduce overall agent handling time by minimizing the time spent typing routine answers for common questions in-chat, and reducing the post-chat analysis by suggesting values for case fields.

54 / 60

Universal Containers needs its sales reps to be able to only execute prompt templates. What should an AI Specialist recommend to achieve this requirement?

55 / 60

Amid their busy schedules, sales reps at Universal Containers dedicate time to follow up with prospects and existing clients via email regarding renewals or new deals. They spend many hours throughout the week reviewing past communications and details about their customers before performing their outreach.
Which standard Copilot action helps sales reps draft personalized emails to prospects by generating text based on previous successful communications?

56 / 60

An AI Specialist built a Field Generation prompt template that worked for many records, but users are reporting random failures with token limit errors. What is the cause of the random nature of this error?

57 / 60

The marketing team at Universal Containers is looking for a way to personalize emails based on customer behavior, preferences, and purchase history. Why should the team use Einstein Copilot as the solution?

58 / 60

Universal Containers (UC) plans to send one of three different emails to its customers based on the customer’s lifetime value score and their market segment. Considering that UC are required to explain why an e-mail was selected, which AI model should UC use to achieve this?

59 / 60

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?

60 / 60

An administrator wants to check the response of the Flex prompt template they’ve built, but the preview button is greyed out. What is the reason for this?

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