How to Use ChatGPT as an Insurance Agent

By the end of this you'll have ChatGPT set up the way an agency should, six prompts you can run today, and a short list of what never goes in the box.

You've probably already tried it. A renewal email at 6 p.m., a certificate request you didn't understand, a prospect's website you wanted summarized before the call.

You're not alone. In Liberty Mutual's 2026 Independent Agency Growth Study, 65 percent of agents said they had used AI for work in the past year, and 41 percent used it every week. Only 18 percent said their agency had a well-defined AI policy.

So most people are winging it. You don't have to.

Start with the right plan

Use a business workspace for client work. ChatGPT Business or ChatGPT Enterprise, paid for by the agency, managed by the agency.

Why does it matter? Because the data terms are different. OpenAI says that by default it does not use data from ChatGPT Business, Enterprise or its API for training. On personal accounts, model training is on by default, and you have to switch off "Improve the model for everyone" under Settings, then Data Controls.

If you're reading old blog posts, the plan once called Team is now ChatGPT Business. Prices move, so check the pricing page rather than a number someone quoted last spring.

A personal account on a producer's phone is a shadow system. Nobody at the agency can see it, govern it or shut it off when that producer leaves.

Set it up in ten minutes

Do this once and every answer gets better.

1. Get everyone into one workspace. One bill, one admin, one place to turn things off.
2. Write custom instructions. These ride along with every chat. OpenAI explains where they live in its custom instructions guide.
3. Make a Project for each repeat job. A Project keeps chats, files and instructions together. "Renewal letters." "Service emails." "Prospect research." Put your templates and style notes in it. Not client files.
4. Agree on the no-go list in the section below, and put it in writing.

Here are custom instructions that work for most P&C desks. Copy them, then change the brackets.

I work at an independent insurance agency in [STATE]. I mostly write [COMMERCIAL / PERSONAL] lines.
Write in plain English. Short sentences. No jargon unless I use it first.
Never say something is covered or not covered. Say the policy forms and endorsements decide, and name which document to check.
If you are unsure, say so, and tell me what document would settle it.
Never invent policy numbers, limits, carriers, dates or names. Put [BRACKETS] around anything I did not give you.
Sign emails as [YOUR NAME], [AGENCY NAME].

That third line is the one that keeps you out of trouble.

Six jobs it does well today

Each of these is a drafting job. ChatGPT writes, you read, you send. That order never flips.

Turn a messy request into a task

A client emails three paragraphs about a new truck, a new hire and "the certificate for the city." What do they actually need?

Here is a client email with names removed. List every separate request in it as a checklist.
For each one, say what information I still need from the client and what document I would check.
Do not answer the client yet.

[PASTE EMAIL WITH NAMES REPLACED BY [INSURED] AND [CONTACT]]

Draft the reply you'd actually send

Write a reply to [CONTACT] at [INSURED]. Confirm we received their request for [REQUEST].
Tell them what we need from them: [LIST]. Say we will send it back once it is ready.
Keep it under 120 words. Warm, not chatty. No promises about coverage or timing.

Explain a coverage idea in plain English

Clients ask what "additional insured" means. Producers explain it badly. Let it draft the explanation, then you fix it.

Explain to a small business owner, in under 150 words, what it means to be listed as an additional insured on a general liability policy.
Use one everyday example. End by saying the exact protection depends on the endorsement on their policy.

Summarize a long thread before you call

Summarize this email thread in five bullets: what the client asked, what we promised, what is still open, who owes the next step, and any date mentioned.
Quote dates exactly as written.

[PASTE THREAD WITH NAMES REPLACED]

Write the renewal heads-up

Draft a renewal heads-up email for a [LINE OF BUSINESS] client renewing on [DATE].
Ask them to confirm these changes since last year: [PAYROLL / REVENUE / VEHICLES / LOCATIONS / CLAIMS].
Give them a reply-by date of [DATE]. Under 150 words.

Prepare for a sales call

This is how you use ChatGPT to sell insurance without letting it sell for you.

I am meeting the owner of a [INDUSTRY] business with about [NUMBER] employees in [CITY, STATE].
List the eight exposures an agent would ask about first, and one plain question for each.
Then list three things that commonly go wrong for this kind of business at claim time.

You'll find two dozen more in ChatGPT prompts for insurance agents.

What never goes in the box

Some fields stay out on every plan. Write this list on a sticky note.

• Social Security numbers, driver's license numbers and dates of birth
• Bank accounts, card numbers and premium finance account details
• Health information of any kind, especially on benefits accounts
• Claimant names and injury details from loss runs
• Anything your carrier or client agreement says stays inside the agency

Use placeholders. [INSURED], [CLAIMANT 1], [VEHICLE 3]. ChatGPT doesn't need the name to fix the sentence.

On a business plan you still follow your agency's AI policy. If you don't have one, start with our guide to writing an insurance agency AI policy, and read whether ChatGPT is safe for client data before you roll it out to the team.

Check it like a new hire wrote it

ChatGPT is confident. Confident and occasionally wrong is a dangerous mix in a business where one word changes a claim.

Read every draft for three things:

1. Numbers. Limits, dates, premiums and policy numbers match the source document, character for character.
2. Coverage words. Delete "you're covered," "this includes" and "you're protected" unless a licensed person checked the forms.
3. Names. The insured, the holder and the carrier are spelled the way the policy spells them.

There is already a ruling on who owns a bot's mistakes. When Air Canada's website chatbot gave a passenger wrong refund information, a British Columbia tribunal held the airline responsible for what its chatbot said. Your agency name goes on the email, so your agency owns it.

IA Magazine has a useful piece on preventing E&O exposures as agencies turn to AI. This isn't legal advice. Ask your E&O carrier how they view AI-drafted client communication.

Where ChatGPT stops

ChatGPT drafts. It doesn't do the job.

It won't find the policy in your management system, build the ACORD 25, chase the carrier for a loss run, or notice that the endorsement the holder wants isn't on the policy. Someone still does all of that, click, tab, paste, save, forty times a day.