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Reference: https://trailhead.salesforce.com/help?article=Salesforce-Certified-Agentforce-Specialist-Exam-Guide
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Salesforce Certified Agentforce Specialist (AI-201) Sample Questions:
Universal Containers has deployed a Service Agent to production that handles billing, returns, and technical support across 12 subagents, formerly known as topics. Following a business process change, the Agentforce Specialist updates the Billing subagent instructions to include a new refund escalation path. Within days, the customer experience team reports that billing interactions are intermittently routing to the General FAQ subagent instead.
Which approach is most effective in helping to diagnose the cause and confirm the full extent of the impact?
- A. Re-run the stored test suite in Agentforce Testing Center against the modified agent, review Subagent Pass % and Action Pass % metrics to isolate regressions, then extend the suite to cover the refund escalation path.
- B. Enable Utterance Analysis in the production org to review conversation logs for misrouted interactions, then iteratively adjust the Billing subagent instructions in Agent Builder until the misrouting rate falls below an acceptable threshold.
- C. Replicate each suspected failure scenario manually in Agentforce Builder's Conversation Preview, document the subagent selection results, and update the Billing subagent instructions before redeploying the agent.
Correct Answer: A 🗳️
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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?
- A. Data Cloud-triggered flow
- B. Unified-object linking flow
- C. Template-triggered prompt flow
Correct Answer: C 🗳️
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Universal Containers needs to bring individual customer warranties from an external system into Data Cloud.
They want Agentforce to return warranty-related responses only for accounts whose warranty status is active.
Which search approach should the Agentforce Specialist configure to ensure warranty-related information is retrieved correctly?
- A. Depend on Agentforce instructions to enforce warranty constraints and include only WarrantyStatus = Active results.
- B. Use Hybrid Search and apply pre-filtering in a new custom retriever for matching accounts and where the WarrantyStatus = Active field,
- C. Store the account ' s warranty status in an Agentforce custom variable to dynamically filter warranties during retrieval.
Correct Answer: B 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).
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 with no technical jargon.
If no next action is identified, the summary should explicitly state "No next action required." Which key prompt constructs meet this requirement?
- A. Role, Task, LLM Clarity Score, and Format
- B. Role, Task, Token Size Limit, and Format
- C. Task, Context, Constraints, and Format
Correct Answer: C 🗳️
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Choose 1 option.
Universal Containers has a requirement to provide a sales summary for its sales reps who are using Employee Agents, but they are not happy with the default answer.
Which best practice should the AgentForce Specialist recommend?
- A. Create a Knowledge Answer custom prompt template.
- B. Update the standard record summary action.
- C. Create a Record Summary custom prompt template.
Correct Answer: C 🗳️
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