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The Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist)

Passing Salesforce AI Specialist exam ensures for the successful candidate a powerful array of professional and personal benefits. The first and the foremost benefit comes with a global recognition that validates your knowledge and skills, making possible your entry into any organization of your choice.

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Salesforce-AI-Specialist Exam Dumps
  • Exam Code: Salesforce-AI-Specialist
  • Vendor: Salesforce
  • Certifications: AI Specialist
  • Exam Name: Salesforce Certified AI Specialist Exam
  • Updated: Mar 26, 2026 Free Updates: 90 days Total Questions: 155 Try Free Demo

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Salesforce Salesforce-AI-Specialist Exam Domains Q&A

Certified instructors verify every question for 100% accuracy, providing detailed, step-by-step explanations for each.

Question 1 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

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?

  • A.

    Use the standard Copilot action.

  • B.

    Create a custom Copilot action calling a flow.

  • C.

    Create a custom Copilot action calling an Apex class.

Correct Answer & Rationale:

Answer: A

Explanation:

Universal Containers can achieve the request to explore similar opportunities by using the standard Copilot action . Einstein Copilot has built-in actions to handle natural language queries, such as “Show me other opportunities like this one.” The standard action will process the query and return results based on predefined matching criteria like opportunity details and past Closed Won deals.

This approach avoids the need to create custom flows or Apex classes, leveraging out-of-the-box functionality.

For further details, refer to Einstein Copilot for Sales documentation regarding standard actions and natural language processing.

Question 2 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

An AI Specialist is tasked to optimize a business process flow by assigning actions to agents within the Salesforce Agentforce Platform.

What is the correct method for the AI Specialist to assign actions to an Agent?

  • A.

    Assign the action to a Topic First in Agent Builder.

  • B.

    Assign the action to a Topic first on the Agent Actions detail page.

  • C.

    Assign the action to a Topic first on Action Builder.

Correct Answer & Rationale:

Answer: C

Explanation:

    Action Builder is the central place in Salesforce Agentforce where you define and manage actions that your AI agents can perform. This includes connecting actions to various tools and systems.

    Topics in Agentforce represent the different tasks or intents that an AI agent can handle. By assigning an action to a Topic in Action Builder, you ' re essentially telling the agent, " When you encounter this type of request or situation, perform this action. "

Question 3 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

The AI Specialist of Northern Trail Outfitters reviewed the organization ' s data masking settings within the Configure Data Masking menu within Setup. Upon assessing all of the fields, a few additional fields

were deemed sensitive and have been masked within Einstein ' s Trust Layer.

Which steps should the AI Specialist take upon modifying the masked fields?

  • A.

    Turn off the Einstein Trust Layer and turn it on again.

  • B.

    Test and confirm that the responses generated from prompts that utilize the data and masked data do not adversely affect the quality of the generated response

  • C.

    Turn on Einstein Feedback so that end users can report if there are any negative side effects on AI features.

Correct Answer & Rationale:

Answer: B

Explanation:

After modifying masked fields in Einstein ' s Trust Layer , the next important step is to test and confirm that the responses generated by prompts utilizing the newly masked data still meet quality standards. This ensures that masking sensitive information does not negatively impact the usefulness or accuracy of the AI-generated content. Thorough testing helps identify any issues in prompt performance that could arise due to masking, and adjustments can be made if needed.

    Option B is correct because testing the effects of masking on AI responses is a critical step in ensuring AI continues to function as expected.

    Option A (turning off and on the Einstein Trust Layer) is unnecessary after changing the masked fields.

    Option C (turning on Einstein Feedback) allows for user feedback but is not a direct step following field masking modifications.

References :

    Salesforce Einstein Trust Layer Overview: https://help.salesforce.com/s/articleView?id=sf.einstein_trust_layer.htm

Question 4 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

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?

  • A.

    Invocable Apex

  • B.

    Flow Action

  • C.

    Einstein for Flow

Correct Answer & Rationale:

Answer: C

Explanation:

    Context of the Question

      Universal Container (UC) has used prompt templates to update summary fields on record pages.

      Now, the admin wants to incorporate similar generative AI functionality within a Flow for automation purposes.

    How to Call a Prompt Template Within a Flow

      Flow Action : Salesforce provides a standard way to invoke generative AI templates or prompts within a Flow step. From the Flow Builder, you can add an “Action” that references the prompt template you created in Prompt Builder.

      Other Options :

        Invocable Apex : Possible fallback if there’s no out-of-the-box Flow Action available. However, Salesforce is releasing native Flow integration for AI prompts, making custom Apex less necessary.

        Einstein for Flow : A broad label for Salesforce’s generative AI features within Flow. Under the hood, you typically use a “Flow Action” that points to your prompt.

    Conclusion

      The easiest out-of-the-box solution is to use a Flow Action referencing the prompt template. Hence, Option B is correct.

Salesforce AI Specialist References & Documents

    Salesforce Trailhead: Use Prompt Templates in Flow Demonstrates how to add an Action in Flow that calls a prompt template.

    Salesforce Documentation: Einstein GPT for Flow Explains standard flow actions to invoke and handle generative AI responses.

Question 5 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

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?

  • A.

    Agentforce does not have the permission to delete the user ' s records.

  • B.

    Agentforce Delete Record Action permission is not associated to the user.

  • C.

    Agentforce does not have a standard Delete Record action.

Correct Answer & Rationale:

Answer: C

Explanation:

    Context of the Question Universal Containers (UC) uses Agentforce, a specialized AI-driven assistant for Salesforce. A user reports that an Agent is unable to delete recent activities.

    Why Agentforce Cannot Delete Records

      Agentforce’s Standard Actions : Agentforce typically has predefined or “standard” actions like Create, Update, or Summarize records. However, a standard Delete Record action is not part of the default set of Agentforce actions.

      Implication : If Agentforce has no built-in delete functionality, it cannot remove activities—even if the user has permission to delete them in the Salesforce UI.

    Why Other Options Are Incorrect

      Option A – Permission to Delete the User’s Records : Standard Salesforce user permissions do not automatically extend to Agentforce’s capabilities. Even if the user can delete records, that doesn’t grant Agentforce a new action.

      Option B – Agentforce Delete Record Action Permission : There is no separate “Delete Record Action permission” for Agentforce to be toggled. The relevant issue is that the standard Delete Record action does not exist within Agentforce out of the box.

    Conclusion The core reason for the issue is that Agentforce does not support a standard Delete Record action (Choice C).

Salesforce AI Specialist References & Documents

    Salesforce Official Documentation – Agentforce (Note: Agentforce may be a pilot or specialized feature; check pilot release notes or official docs for standard actions.)

    Salesforce AI Specialist Study Guide Covers the limitations of certain AI-enabled features regarding record operations.

Question 6 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

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 Summaries

  • B.

    Call Explorer

  • C.

    Call Insights

Correct Answer & Rationale:

Answer: C

Explanation:

To enable Universal Containers ' sales team with automatic post-call visibility into mentions of competitors, products, and custom phrases , the AI Specialist should set up Call Insights . Call Insights analyzes voice and video calls for key phrases, topics, and mentions, providing insights into critical aspects of the conversation. This feature automatically surfaces key details such as competitor mentions, product discussions, and custom phrases specified by the sales team.

    Call Summaries provide a general overview of the call but do not specifically highlight keywords or topics.

    Call Explorer is a tool for navigating through call data but does not focus on automatic insights.

For more information, refer to Salesforce ' s Call Insights documentation regarding the analysis of call content and extracting actionable information.

Question 7 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

Universal Containers wants to utilize Einstein for Sales to help sales reps reach their sales quotas by providing Al-generated plans containing guidance and steps for closing deals.

Which feature should the AI Specialist recommend to the sales team?

  • A.

    Find Similar Deals

  • B.

    Create Account Plan

  • C.

    Create Close Plan

Correct Answer & Rationale:

Answer: C

Explanation:

The " Create Close Plan " feature is designed to help sales reps by providing AI-generated strategies and steps specifically focused on closing deals. This feature leverages AI to analyze the current state of opportunities and generate a plan that outlines the actions, timelines, and key steps required to move deals toward closure. It aligns directly with the sales team’s need to meet quotas by offering actionable insights and structured plans.

    Find Similar Deals (Option A) helps sales reps discover opportunities similar to their current deals but doesn’t offer a plan for closing.

    Create Account Plan (Option B) focuses on long-term strategies for managing accounts, which might include customer engagement and retention, but doesn’t focus on deal closure.

Salesforce AI Specialist References: For more information on using AI for sales, visit: https://help.salesforce.com/s/articleView?id=sf.einstein_for_sales_overview.htm

Question 8 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

Before activating a custom copilot action, an AI Specialist would like is to understand multiple real-world user utterances to ensure the action being selected appropriately.

Which tool should the AI Specialist recommend?

  • A.

    Model Playground

  • B.

    Einstein Copilot

  • C.

    Copilot Builder

Correct Answer & Rationale:

Answer: C

Explanation:

To understand multiple real-world user utterances and ensure the correct action is selected before activating a custom copilot action , the recommended tool is Copilot Builder . This tool allows AI Specialists to design and test conversational actions in response to user inputs, helping ensure the copilot can accurately handle different user queries and phrases. Copilot Builder provides the ability to test, refine, and improve actions based on real-world utterances.

    Option C is correct as Copilot Builder is designed for configuring and testing conversational actions.

    Option A (Model Playground) is used for testing models, not user utterances.

    Option B (Einstein Copilot) refers to the conversational interface but isn ' t the right tool for designing and testing actions.

References :

    Salesforce Copilot Builder Overview: https://help.salesforce.com/s/articleView?id=sf.einstein_copilot_builder.htm

Question 9 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

An AI Specialist has grounded a prompt template with a related list. During user acceptance testing (UAT). users are not getting the correct responses.

What is causing this issue?

  • A.

    The related list is not on the parent object ' s page layout.

  • B.

    The related list is Read Only.

  • C.

    The related list prompt template option is not enabled.

Correct Answer & Rationale:

Answer: C

Explanation:

When grounding a prompt template with a related list, the AI must be explicitly configured to include the related list’s data. If the  " related list prompt template option " is not enabled , the AI ignores the related list, leading to incomplete or incorrect responses.

    Option A : Page layout visibility affects user interface display but does not restrict data access for AI grounding.

    Option B : Read-only settings prevent edits but not data retrieval.

    Option C : Enabling the related list in the prompt template configuration is mandatory for the AI to use its data.

References:

    Salesforce Help:  Prompt Template Grounding Settings

    States that " related lists must be enabled in the prompt template’s grounding settings to include their data in AI responses. "

Question 10 Salesforce Salesforce-AI-Specialist
QUESTION DESCRIPTION:

An Al Specialist is tasked with creating a prompt template for a sales team. The template needs to generate a summary of all related opportunities for a given Account.

Which grounding technique should the Al Specialist use to include data from the related list of opportunities in the prompt template?

  • A.

    Use the merge fields to reference a custom related list of opportunities.

  • B.

    Use merge fields to reference the default related list of opportunities.

  • C.

    Use formula fields to reference the Einstein related list of opportunities.

Correct Answer & Rationale:

Answer: B

Explanation:

In Salesforce, when creating a prompt template for the sales team, you can include data from related objects such as Opportunities that are linked to an Account. The best method to ground the AI model and provide relevant information from related records, like Opportunities, is by using merge fields .

Merge fields in Salesforce allow you to dynamically reference data from a record or related records, like Opportunities for a given Account. In this scenario, the AI Specialist needs to pull data from the default related list of Opportunities associated with the Account. This is achieved by using merge fields, which pull in data from the standard relationship Salesforce creates between Accounts and Opportunities.

Option A (referencing a custom related list) and Option C (using formula fields with Einstein-related lists) do not align with the standard, practical grounding method for this task. Custom lists would require additional configurations not typically necessary for a basic use case, and formula fields are typically not used to directly fetch related list data for prompt generation in templates. The standard and straightforward method is using merge fields tied to the default related list of opportunities.

Salesforce References:

    Merge Fields in Templates: https://help.salesforce.com/s/articleView?id=000387601 & type=1

    Grounding Data in Prompts: https://developer.salesforce.com/docs/atlas.en-us.salesforce_ai.meta/salesforce_ai/grounding_data_prompts

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