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Salesforce Salesforce-AI-Specialist Sample Questions – Free Practice Test & Real Exam Prep
Question #1
An AI Specialist created a custom Agent action, but it is not being picked up by the planner service in the correct order.
Which adjustment should the Al Specialist make in the custom Agent action instructions for the planner service to work as expected?
A. Specify the dependent actions with the reference to the action API name.
B. Specify the profiles or custom permissions allowed to invoke the action.
C. Specify the LLM model provider and version to be used to invoke the action.
Answer: A Explanation When a custom Agent action is not being prioritized correctly by the planner service, the root cause is often missing or improperly defined action dependencies. The planner service determines the execution order of actions based on dependencies defined in the action instructions. To resolve this, the AISpecialist must explicitly specify dependent actions using their API names in the custom action’s configuration. This ensures the planner understands the sequence in which actions must be executed to meet business logic requirements. Salesforce documentation highlights that dependencies are critical for orchestrating workflows in Einstein Bots and Agentforce. For example, if Action B requires data from Action A, Action A’s API name must be listed as a dependency in Action B’s instructions. The Einstein Bot Developer Guide states that failing to define dependencies can lead to race conditions or incorrect execution order. In contrast: Profiles or custom permissions (B) control access to the action but do not influence execution order. LLM model provider and version (C) determine the AI model used for processing but are unrelated to the planner’s sequencing logic.
Question #2
Universal Containers (UC) wants to improve the efficiency of addressing customer questions and reduce
agent handling time with AI- generated responses. The agents should be able to leverage their existing
knowledge base and identify whether the responses are coming from the large language model (LLM) or from Salesforce Knowledge.
Which step should UC take to meet this requirement?
A. Turn on Service AI Grounding, Grounding with Case, and Service Replies.
B. Turn on Service Replies, Service AI Grounding, and Grounding with Knowledge.
C. Turn on Service AI Grounding and Grounding with Knowledge.
Answer: B Explanation To meetUniversal Containers'goal of improving efficiency and reducing agent handling time with AI- generated responses, the best approach is to enableService RepliesS, ervice AI Grounding , andGrounding with Knowledge. Service Repliesgenerates responses automatically. Service AI Groundingensures that the AI is using relevant case data. Grounding with Knowledgeensures that responses are backed by Salesforce Knowledge articles, allowing agents to identify whether a response is coming from the LLMSoralesforce Knowledge . Option Cdoes not includeService Replies, which is necessary for generating AI responses. Option Alacks theGrounding with Knowledge, which is essential for identifying response sources. For more details, refer toSalesforce Service AI documentationon grounding and service replies.
Question #3
Which configuration must an AI Specialist complete for users to access generative Al-enabled fields in the Salesforce mobile app?
A. Enable Mobile Generative AI.
B. Enable Mobile Prompt Responses.
C. Enable Dynamic Forms on Mobile.
Answer: C Explanation Context of the Question Universal Containers (UC) has generative AI–enabled fields that users can access in the desktop experience. The AI Specialist needs these same fields to be visible and usable in the Salesforce Mobile App. Why Dynamic Forms on Mobile? Dynamic Formsallow you to configure record pages so that fields and sections can appear or be hidden based on certain criteria. When you enable “Dynamic Forms for Mobile,” any generative AI–enabled fields placed on the dynamic layout become accessible in the Salesforce mobile experience. There is no standard Setup option labeled “Enable Mobile Generative AI” or “Enable Mobile Prompt Responses” as a universal toggle; the existing official approach is to ensure dynamic forms (and the relevant fields) are supported on mobile. Conclusion Ensuring that these AI-driven fields are visible on mobile is accomplished by turning onDynamic Forms on Mobileand adding those fields to the dynamic layout. Therefore, Option Cis correct. Salesforce AI Specialist References & Documents Salesforce Documentation:Dynamic Forms OverviewExplains how to enable Dynamic Forms for both desktop and mobile UIs, allowing newly added fields (including generative AI–enabled ones) to display in the Salesforce Mobile App. Salesforce AI Specialist Study GuideReiterates that to expose generative AI fields or components in mobile, you must configure dynamic forms and ensure compatibility on mobile layouts.
Question #4
What is an appropriate use case for leveraging Agentforce Sales Agent in a sales context?
A. Enable a sates team to use natural language to invoke defined sales tasks grounded in relevant data and be able to ensure company policies are applied. conversationally and in the now or work.
B. Enable a sales team by providing them with an interactive step-by-step guide based on business rules to ensure accurate data entry into Salesforce and help close deals fatter.
C. Instantly review and read incoming messages or emails that are then logged to the correct opportunity, contact, and account records to provide a full view of customer interactions and communications.
Answer: A
Explanation
Agentforce Sales Agent is designed to let sales teams perform tasks via natural language commands, leveraging Salesforce data while adhering to policies. For example, agents can ask the AI to "update the opportunity stage to Closed Won" or "generate a quote," with the system enforcing validations and data security. This use case aligns with Salesforce’s vision of conversational AI streamlining workflows without compromising compliance.
Step-by-step guides (B) are typically handled by tools like Dynamic Forms or Guided Selling, not Agentforce.
Logging messages/emails (C) is managed by Email-to-Case or Service Cloud, not a sales-specific AI agent.
Question #5
Universal Containers needs to provide insights on the usability of Agents to drive adoption in the organization. What should the AI Specialist recommend?
A. Agent Analytics
B. Agentforce Analytics
C. Agent Studio Analytics
Answer: A Explanation Agent Analytics: This tool is specifically designed to provide usability insights for Salesforce agents. It tracks metrics like adoption rates, task completion times, and efficiency levels, helping organizations identify areas where agents excel or need additional support. Agentforce Analytics: This term does not correspond to a recognized Salesforce feature. Agent Studio Analytics: This is unrelated to analyzing agent usability, as it primarily supports customization or development features rather than providing analytics for adoption. Thus,Agent Analyticsis the correct recommendation as it offers actionable insights to drive agent adoption and productivity.
Question #6
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
Answer: C Explanation The"Create Close Plan"feature is designed to help sales reps by providing AI-generated strategies and stepsspecifically 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 #7
Universal Containers (UC) plans to automatically populate the Description field on the Account object.
Which type of prompt template should UC use?
A. Field Generation prompt template
B. Flex Prompt template
C. Sales Email prompt template
Answer: A Explanation Context of the QuestionUniversal Containers (UC) wants to automatically populate the Description field on the Account object. The AI-driven solution must generate textual data and write it directly into a field. Field Generation Prompt Template Primary Use Case: A Field Generation prompt template is specifically designed to create or fill in fields on a record with AI-generated text. Auto-population: By configuring a Field Generation prompt template, admins can define the instructions, data inputs, and desired output for the AI. The resulting text then populates the specified field, such as the Account Description. Why Not Flex or Sales Email Prompt Templates? Flex Prompt Template: Used to combine or manipulate data across objects, merges, or references from multiple sources in more advanced, flexible prompts. Typically not the go-to for straightforward text generation on a single field. Sales Email Prompt Template: Focused on drafting or summarizing emails for sales reps (like crafting outreach or follow-up messages). This template is not specifically built to populate a field on a record. ConclusionFor automatically populating the Description field with AI-generated content, theField Generation prompt template(Option A) is the correct choice. Salesforce AI Specialist References & Documents Salesforce Documentation:Prompt Template TypesExplains various template types (Field Generation, Flex, Email, etc.) and their typical use cases. Salesforce AI Specialist Study GuideHighlights Field Generation prompt templates for populating or updating record fields with AI-generated text.
Question #8
Universal Containers (UC) wants to leverage Generative AI Salesforce functionality to reduce Service Agent handling time by providing recommended replies based on the existing Knowledge articles.
On which AI capability should UC train the service agents?
A. Case Replies
B. Knowledge Replies
C. Service Replies
Answer: B Explanation Knowledge Replies is the Einstein Generative AI capability that generates recommended responses for service agents by grounding responses in the organization’s Knowledge articles. This reduces handling time by providing contextually accurate suggestions sourced directly from approved content. Salesforce documentation states that Knowledge Replies leverage natural language processing (NLP) to match customer inquiries with relevant articles and draft replies, ensuring consistency and compliance. Case Replies (A) focus on generating responses based on case data (e.g., case fields, history) but do not explicitly ground responses in Knowledge articles. Service Replies (C) is not a standard Einstein capability tied to Knowledge-driven responses.
Question #9
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?
A. Add Flex Instructions
B. Add Prompt Instructions
C. Add Flow Instructions
Answer: C Explanation Context of the Question Universal Containers (UC) wants to build a Flex prompt template that uses data returned by a Flow. “Flex Prompt Templates” allow admins and AI Specialists to incorporate external or dynamic data into generative AI prompts. Why “Add Flow Instructions” Is Needed Passing Flow Data into Prompt Templates: When configuring the prompt, you must specify how data from the running Flow is passed into the Flex template. The designated element for that is typically “Flow Instructions,” which map the Flow outputs to the prompt. Other Options: Add Flex Instructions: Typically controls how the AI responds or structures the output, not how to bring Flow data into the template. Add Prompt Instructions: Usually for static or manual instructions that shape the AI’s response, rather than referencing dynamic data from the Flow. Outcome “Add Flow Instructions” ensures the prompt can dynamically use the data that the Flow returns— makingOption Ccorrect. Salesforce AI Specialist References & Documents Salesforce Help & Training:Using Prompt Templates with FlowExplains how to pass Flow variables into a prompt template via a specialized step (e.g., “Flow Instructions”). Salesforce AI Specialist Study GuideOutlines how to configure generative AI prompts that reference real-time Flow data.
Question #10
A Salesforce AI Specialist is reviewing the feedback from a customer about the ineffectiveness of the prompt template.
What should the AI Specialist do to ensure the prompt template's effectiveness?
A. Monitor and refine the template based on user feedback.
B. Use the Prompt Builder Scorecard to help monitor.
C. Periodically change the templates grounding object.
Answer: B Explanation To address the ineffectiveness of a prompt template reported by a customer, the Salesforce AI Specialist should use the Prompt Builder Scorecard (Option B). This tool is explicitly designed to evaluate and monitor prompt templates against key criteria such as relevance, accuracy, safety, and grounding. By leveraging the scorecard, the specialist can systematically identify weaknesses in the template and make data- driven refinements. While monitoring and refining based on user feedback (Option A) is a general best practice, the Prompt Builder Scorecard is Salesforce’s recommended tool for structured evaluation, aligning with documented processes for maintaining prompt effectiveness. Changing the grounding object (Option C) without proper evaluation is reactive and does not address the root cause. References: Salesforce Einstein AI Specialist Certification Guide: Emphasizes using the Prompt Builder Scorecard to evaluate prompts and iterate based on results. Trailhead Module: "Einstein for Developers" highlights the scorecard as a critical tool for assessing prompt performance. Salesforce Help Documentation: Details the Scorecard’s role in evaluating prompts against predefined criteria.
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