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Salesforce Certified Agentforce Specialist Sample Questions (Q228-Q233):

NEW QUESTION # 228
Universal Containers wants to incorporate CRM data as well-formatted JSON in a prompt to a large language model (LLM). What is an important consideration for this requirement?

A. "CRM data to JSON" checkbox must be selected when creating a prompt template.
B. Apex code can be used to return a JSON formatted merge field.
C. JSON format should be enabled in Prompt Builder Settings.

Answer: B

Explanation:
Universal Containers (UC) wants to send well-formatted JSON data in a prompt to a large language model (LLM).
The question is about an important technical or design consideration for including CRM data as JSON in that prompt.

NEW QUESTION # 229
Universal Containers has an active standard email prompt template that does not fully deliver on the business requirements. Which steps should an Agentforce Specialist take to use the content of the standard prompt email template in question and customize it to fully meet the business requirements?

A. Save as New Version and edit as needed.
B. Save as New Template and edit as needed.
C. Clone the existing template and modify as needed.

Answer: C

Explanation:
Universal Containers (UC) has a standard email prompt template (likely a prebuilt template provided by Salesforce) that isn't meeting their needs, and they want to customize it while retaining its original content as a starting point. Let's assess the options based on Agentforce prompt template management practices.

NEW QUESTION # 230
Universal Containers wants to assign agents to improve department efficiency. Which configuration ensures the right tasks are handled by the right agents?

A. Sales Coach Agent for lead and service Agent for HR requests, and Support tickets to ensure cases are available
B. SDR Agent for lead qualification, Service Agent for support tickets, Employee Agent for HR requests
C. One Service Agent to efficiently handle each of these scenarios, which reduces the number of agent types needed for support

Answer: B

Explanation:
According to the AgentForce Product Overview and Deployment Guide, Salesforce recommends using purpose-built agents to maximize efficiency across departments. The documentation states:
"Each AgentForce agent type is optimized for a specific function - SDR Agent for sales development and lead nurturing, Service Agent for customer service and support cases, and Employee Agent for internal HR, IT, and productivity tasks." This separation ensures that each team benefits from a domain-specific agent equipped with the correct data access and actions.

NEW QUESTION # 231
A service manager wants to use Salesforce Prompt Builder to help agents summarize customer case notes after a support call.
The summary should:
- Capture the customer's issue, troubleshooting steps taken, and next
actions.
- Be no longer than five sentences.
- Use plain language (no technical jargon).
If no next action is identified, the summary should explicitly state "No next action required." Which prompt template follows Salesforce prompt design best practices?

A. Role: You are an experienced support agent.
Task: Summarize the case notes,
Context: Include customer issue, troubleshooting steps, and next actions.
Constraints: Limit to 5 sentences, use plain language, and if no next action is found, state "No next action required." Format: Use numbered sentences for clarity.
B. Role: You are a support agent writing a case summary.
Task: Provide a professional summary of the issue and troubleshooting steps.
Contest: Include customer issue, steps taken, and next actions if available.
Constraints: No strict sentence limit, but use plain language. If no next action is found, leave it out.
Format: Use paragraphs for readability.
C. Role: You are a case documentation assistant.
Task: Write a summary of the support call.
Context: Always describe the customer issue, troubleshooting, and resolution details.
Constraints: The summary should be comprehensive and professional, but there is no limit on length or language style.Format: Use complete sentences in a narrative style.

Answer: A

Explanation:
According to the Salesforce Prompt Builder Best Practices Guide, an effective prompt must include Role, Task, Context, Constraints, and Format clearly defined -- a structure known as the RTCCF model.
The documentation explains: "Prompts should specify the assistant's role, define a clear task, include context and constraints, and provide output format instructions to ensure predictable and high-quality responses."

NEW QUESTION # 232
Coral Cloud Resorts wants to handle frequent customer misspellings of package names in queries. Which approach should the Agentforce Specialist implement?

A. Vector search
B. Hybrid search
C. Keyword search

Answer: A

Explanation:
The AgentForce Retrieval and Semantic Search Guide explains that vector search (semantic search) is best suited for handling spelling variations, synonyms, and phonetically similar queries.
The documentation states:
"Vector search enables fuzzy matching through semantic embeddings, allowing retrieval of relevant documents even when user queries contain typos, abbreviations, or informal phrasing."

NEW QUESTION # 233
......

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Test AI-201 Questions Answers, AI-201 Reliable Test Blueprint

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AI-201 Reliable Test Blueprint - AI-201 Valid Test Format

Salesforce Certified Agentforce Specialist Sample Questions (Q228-Q233):

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