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[Hardware] Three Salesforce Agentforce-Specialist Exam Questions Formats - Make Your Exam P

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【Hardware】 Three Salesforce Agentforce-Specialist Exam Questions Formats - Make Your Exam P

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Salesforce Agentforce-Specialist Exam Syllabus Topics:
TopicDetails
Topic 1
  • Agentforce Concepts: This section assesses the skills of AI Engineers and covers how Agentforce works, including its reasoning engine, standard and custom topics, agent actions, and user security management. It also includes testing and deploying agents from sandbox to production environments.
Topic 2
  • Agentforce and Data Cloud: This section measures the skills of AI Developers and addresses how Agentforce integrates with Data Cloud to improve response accuracy and personalize answers. It involves grounding with retrievers in Data Cloud to enhance agent performance.
Topic 3
  • Agentforce and Sales Cloud: This section assesses the skills of AI Developers and covers identifying the correct generative AI features in Agentforce for Sales Cloud scenarios. It also includes determining when to use Agentforce Sales Agents, such as Sales Development Representatives (SDRs) and Sales Coaches.
Topic 4
  • Prompt Engineering: This section measures the skills of AI Developers and focuses on prompt engineering techniques. It covers identifying when to use Prompt Builder, managing prompt templates, selecting appropriate grounding techniques, and explaining the process for creating and executing prompt templates.
Topic 5
  • Agentforce and Service Cloud: This section measures the skills of AI Engineers and focuses on building agents that answer questions based on Knowledge articles and connecting them to digital channels. It also covers identifying the correct generative AI features in Agentforce for Service Cloud scenarios.

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Salesforce Certified Agentforce Specialist Sample Questions (Q239-Q244):NEW QUESTION # 239
Universal Containers is using Agentforce for Sales to find similar opportunities to help close deals faster. The team wants to understand the criteria used by the Agent to match opportunities. What is one criterion that Agentforce for Sales uses to match similar opportunities?
  • A. Matched opportunities have a status of Closed Won from the last 12 months.
  • B. Matched opportunities are limited to the same account.
  • C. Matched opportunities were created in the last 12 months.
Answer: A
Explanation:
Comprehensive and Detailed In-Depth Explanation:
UC uses Agentforce for Sales to identify similar opportunities, aiding deal closure. Let's determine a criterion used by the "Find Similar Opportunities" feature.
* Option A: Matched opportunities have a status of Closed Won from the last 12 months.Agentforce for Sales analyzes historical data to find similar opportunities, prioritizing "Closed Won" deals as successful examples. Documentation specifies a 12-month lookback period for relevance, ensuring recent, applicable matches. This is a key criterion, making it the correct answer.
* Option B: Matched opportunities are limited to the same account.While account context may factor in, Agentforce doesn't restrict matches to the same account-it considers broader patterns across opportunities (e.g., industry, deal size). This is too narrow and incorrect.
* Option C: Matched opportunities were created in the last 12 months.Creation date isn't a primary criterion-status (e.g., Closed Won) and recency of closure matter more. This doesn't align with documented behavior, making it incorrect.
Why Option A is Correct:
"Closed Won" status within 12 months is a documented criterion for Agentforce's similarity matching, providing actionable insights for deal closure.
References:
Salesforce Agentforce Documentation: Agentforce for Sales > Find Similar Opportunities- Specifies Closed Won, 12-month criterion.
Trailhead: Explore Agentforce Sales Agents- Details opportunity matching logic.
Salesforce Help: Sales Features in Agentforce- Confirms historical success focus.

NEW QUESTION # 240
Universal Containers (UC) wants to build an Agentforce Service Agent that provides the latest, active, and relevant policy and compliance information to customers. The agent must:
* Semantically search HR policies, compliance guidelines, and company procedures.
* Ensure responses are grounded on published Knowledge.
* Allow Knowledge updates to be reflected immediately without manual reconfiguration.What should UC do to ensure the agent retrieves the right information?
  • A. Set up an Agentforce Data Library to store and index policy documents for AI retrieval.
  • B. Manually add policy responses into the AI model to prevent hallucinations.
  • C. Enable the agent to search all internal records and past customer inquiries.
Answer: A
Explanation:
Comprehensive and Detailed In-Depth Explanation:UC requires an Agentforce Service Agent to deliver accurate, up-to-date policy and compliance info with specific criteria. Let's evaluate.
* Option A: Enable the agent to search all internal records and past customer inquiries.Searching all records and inquiries risks irrelevant or outdated responses, conflicting with the need for published Knowledge grounding and immediate updates. This lacks specificity, making it incorrect.
* Option B: Set up an Agentforce Data Library to store and index policy documents for AI retrieval.The Agentforce Data Library integrates with Salesforce Knowledge, indexing HR policies, compliance guidelines, and procedures for semantic search. It ensures grounding in published Knowledge articles, and updates (e.g., new article versions) are reflected instantly without reconfiguration, as the library syncs with Knowledge automatically. This meets all UC requirements, making it the correct answer.
* Option C: Manually add policy responses into the AI model to prevent hallucinations.Manually embedding responses into the model isn't feasible-Agentforce uses pretrained LLMs, not custom training. It also doesn't support real-time updates, making this incorrect.
Why Option B is Correct:The Data Library meets all criteria-semantic search, Knowledge grounding, and instant updates-per Salesforce's recommended approach.
References:
* Salesforce Agentforce Documentation: Data Library > Knowledge Integration- Details indexing and updates.
* Trailhead: Build Agents with Agentforce- Covers Data Library for accurate responses.
* Salesforce Help: Grounding with Knowledge- Confirms real-time sync.

NEW QUESTION # 241
What is An Agentforce able to do when the "Enrich event logs with conversation data" setting in Einstein Copilot is enabled?
  • A. View session data including user Input and copilot responses for sessions over the past 7 days.
  • B. Generate details reports on all Copilot conversations over any time period.
  • C. View the user click path that led to each copilot action.
Answer: A
Explanation:
When the"Enrich event logs with conversation data"setting is enabled inEinstein Copilot, it allows An Agentforce or admin to view session data, including both theuser inputandcopilot responsesfrom interactions over the past 7 days. This data is crucial for monitoring how the copilot is being used, analyzing its performance, and improving future interactions based on past inputs.
* This setting enriches the event logs with detailed conversational data for better insights into the interaction history, helpingAgentforce Specialists track AI behavior and user engagement.
* Option A, viewing the user click path, focuses on navigation but is not part of the conversation data enrichment functionality.
* Option C, generating detailed reports over any time period, is incorrect because this specific feature is limited to data for the past 7 days.
SalesforceAgentforce SpecialistReferences:You can refer to this documentation for further insights:
https://help.salesforce.com/s/ar ... t_event_logging.htm

NEW QUESTION # 242
What is true of Agentforce Testing Center?
  • A. Agentforce Testing Center can only be used in a production environment.
  • B. Running tests risks modifying CRM data in a production environment.
  • C. Running tests does not consume Einstein Requests.
Answer: C
Explanation:
Comprehensive and Detailed In-Depth Explanation:
The Agentforce Testing Center is a tool in Agentforce Studio for validating agent performance. Let's evaluate the statements.
* Option A: Running tests risks modifying CRM data in a production environment.Agentforce Testing Center runs synthetic interactions in a controlled environment (e.g., sandbox or isolated test space) and doesn't modify live CRM data. It's designed for safe pre-deployment testing, making this incorrect.
* Option B: Running tests does not consume Einstein Requests.Einstein Requests are part of the usage quota for Einstein Generative AI features (e.g., prompt executions in production). Testing Center uses synthetic data to simulate interactions without invoking live AI calls that count against this quota.
Salesforce documentation confirms tests don't consume requests, making this the correct answer.
* Option C: Agentforce Testing Center can only be used in a production environment.Testing Center is available in both sandbox and production orgs, but it's primarily used pre-deployment (e.g., in sandboxes) to validate agents safely. This restriction is false, making it incorrect.
Why Option B is Correct:
Not consuming Einstein Requests is a key feature of Testing Center, allowing extensive testing without impacting quotas, as per Salesforce documentation.
References:
Salesforce Agentforce Documentation: Testing Center > Overview- Confirms no request consumption.
Trailhead: Test Your Agentforce Agents- Notes quota-free testing.
Salesforce Help: Agentforce Testing- Details safe, isolated testing.

NEW QUESTION # 243
What is one key purpose of action instructions when creating a custom agent action in Agentforce?
  • A. Action instructions tell the user how to call this action in a conversation.
  • B. Action instructions define the temperature of the large language model (LLM) powering the Reasoning Engine.
  • C. Action instructions help the reasoning engine decide which action to use.
Answer: C
Explanation:
According to the AgentForce Action Design and Configuration Guide, action instructions serve as the directive text that informs the Reasoning Engine about when and how to invoke a specific action. The documentation states: "Action instructions guide the reasoning engine by describing the action's purpose, inputs, and when it should be selected. Clear, concise instructions improve the LLM's accuracy in mapping user intent to the correct action." Option A is correct because it reflects this documented purpose - connecting user intent with the appropriate system action.
Option B is incorrect since the temperature parameter for the LLM is defined at the system or configuration level, not within action instructions.
Option C is incorrect because action instructions are meant for the reasoning engine, not for end users.
References (AgentForce Documents / Study Guide):
AgentForce Action Design Guide: "How Action Instructions Support Reasoning" AgentForce Builder Handbook: "Optimizing Action Selection through Clear Instructions" AgentForce Study Guide: "Purpose of Action Instructions in Custom Actions"

NEW QUESTION # 244
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