AI prompt to help a recruit study for the licensing exam

An agency grows through its people. AI helps owners and managers write job ads, onboarding plans, training quizzes, SOPs and coaching plans faster, so new staff become productive sooner.

Below is a ready-to-copy prompt to help a recruit study for the licensing exam, a detailed version that asks you clarifying questions first, and 1 specialized AI tool (Gemini Notebook (formerly NotebookLM)) with instructions for this task. It also works in ChatGPT, Claude, Gemini or Copilot.

Try it in the search box ›

The prompt

Act as an insurance licensing exam tutor. Quiz me one question at a time with 15 multiple-choice questions on general property & casualty concepts (insurable interest, indemnity, deductibles, liability, policy structure). After each answer, explain why it is right or wrong. Remind me that state exam outlines vary and to check my state's content outline.

Detailed version (asks clarifying questions first)

Act as an experienced assistant to a licensed insurance agent. Before answering, ask me up to 3 clarifying questions (the role, the person's experience level and tone). Then complete this task, and finish with a short checklist of statements I should verify with my compliance team.

Task: Act as an insurance licensing exam tutor. Quiz me one question at a time with 15 multiple-choice questions on general property & casualty concepts (insurable interest, indemnity, deductibles, liability, policy structure). After each answer, explain why it is right or wrong. Remind me that state exam outlines vary and to check my state's content outline.

What a good result looks like

A good tutoring session asks one multiple-choice question at a time, waits for your answer, explains why each option is right or wrong and keeps a running score, covering core P&C concepts such as insurable interest, indemnity and policy structure.

Common mistakes and watch-outs

AI-generated questions can contain errors and may not match your state's exam outline. Check against your licensing course materials and the state's content outline. Gemini Notebook can quiz you from your own study materials, which reduces errors.

How to adapt the prompt

Change the topic to life and health, or focus on your weakest areas. Ask for a summary of missed concepts at the end.

EXAMPLE output (placeholder data, not a real client)

Question 1 of 15:
Which principle says insurance should restore you to your financial position before a loss, not better?
a) Insurable interest
b) Indemnity
c) Subrogation
d) Utmost good faith

Your answer: b
Correct! Indemnity means restoring the insured to their pre-loss position. Insurable interest is about having a financial stake in what's insured.

Score: 1/1. Reminder: check your state's exam content outline.

How to use it

Copy the prompt. Copy the short prompt above, or the detailed version if you want the AI to ask clarifying questions first.
Add your details. Add the details for your situation (line of business, audience, tone). Keep it de-identified; never paste client personal information.
Run it in the right tool. Paste it into ChatGPT, Claude, Gemini or Copilot, or use Gemini Notebook (formerly NotebookLM) as described below.
Review before you use it. Verify facts, figures and sources yourself; AI research tools can be wrong or out of date. Check every fact, name and number yourself.
Take the next step. Next, see: Create a training quiz for staff.

Best AI tools for this task

Specialized tools first, ordered by fit for this task (never by payout), then any general AI assistant.

Gemini Notebook (formerly NotebookLM) site ↗

Google's AI research tool that analyzes the sources you upload, summarizes them and helps you study the material.

How to use it

Upload your own licensing study guide or course notes to Gemini Notebook, then ask: 'Quiz me with 10 multiple-choice questions from these sources and explain each answer.'

Any AI assistant

ChatGPT Claude Google Gemini Microsoft Copilot

Paste the prompt above (short or detailed) into any of these.

Before you use it

Verify facts, figures and sources yourself; AI research tools can be wrong or out of date.
Licensing and CE rules vary by state; confirm requirements with your state insurance department.
Never paste client personal information (names, policy numbers, health or financial details) into AI tools your agency hasn't approved.
Review every AI output for accuracy and compliance before you use it.

Was this page helpful?