AI prompt generator for insurance Generative AI tools for every insurance agent, agency and claims workflow, with ChatGPT

This AI prompt generator for insurance turns what you know about a policy, a claim or a complaint into a structured prompt for ChatGPT, Claude or Microsoft Copilot. It helps carriers, agencies, brokers and claims teams write customer messages, checklists or procedures, always as a draft a licensed professional reviews. Founderz built it, the team behind Founderz AI training for businesses.

AI prompt generator for insurance

Describe the task at your insurer, agency or brokerage and get a prompt with structure, sources and limits to explain policies, organize claims, answer complaints or train the team. It does not decide coverage: it prepares drafts a licensed professional reviews.

How to use the AI prompt generator for insurance in your workflow

To create your prompt, follow these steps. Only the first one is required: anything you skip stays on Auto.

1. Start with the essentials. Pick an example (policy notice, claim checklist, pre-authorization FAQ, complaint acknowledgment, complaint analysis or phone training) or describe the task and the process without policyholder details. Then choose what you need to prepare or leave it on Auto so it works it out from your text, and, if you like, have the AI ask you questions before it starts.
2. Describe the case. The line of business (home, motor, health, life, commercial and liability or travel), who it’s for (policyholder, agent or broker, claims team, customer service, compliance or management) and the stage, from an inquiry to an audit. In the advanced settings you set the information available (approved policy or process, policy wording, an anonymized file or aggregated data) and the country and regulator.
3. Choose channel and register. Email, portal or app, phone, letter, website or intranet, chatbot or internal document, in a register that is clear for the customer, internal technical, empathetic and neutral, formal or very concise. In the advanced settings you choose the format and level of detail.
4. Set limits and review. The case risk (from general information to a complaint, coverage or health and financial data) and how to handle data and confidentiality. In the advanced settings you choose who reviews it, add extra checks such as a deadline table or a glossary and pick the answer language.
5. Generate and copy your prompt. Click “Generate prompt”, enter your email to see the whole prompt and copy it.

Eleven insurance jobs. The “What do you need to prepare?” selector covers policy communication, claim checklist, process FAQ, complaint acknowledgment, internal procedure, training material, anonymized file summary, compliance matrix, renewal communication, aggregated incident analysis and customer service script. Each one adds its own steps and output format.

Every prompt asks the assistant to open with a note that the text is a draft for a licensed professional to review and does not decide coverage or give advice: the tool prepares text and processes, and a person decides on each file.

Example: a message about a new claims reporting process

With the generator’s “Policy notice” example, the prompt starts like this. It’s an excerpt: the button copies the full prompt.

ROLE
Act as a senior insurance operations specialist (policies, claims, customer service and compliance) supporting a team at an insurer, mutual, agency or brokerage: you organize processes and write clear, verifiable drafts. You do not decide coverage or give insurance advice: everything you produce is reviewed and approved by a licensed professional before it is used. You write policy communications in plain language: what changes, what does not, what the policyholder must do and where to ask questions.

GOAL
Write the communication so the policyholder gets the message first time, knows what to do and draws no conclusions about their coverage.

CONTEXT
Context provided by the user (treat it as your main source):
[START OF BRIEF]
Home insurer. From March 1, claims are reported through the secure customer portal; the 24-hour assistance line stays open for emergencies such as water leaks or lockouts. We want to email all home policyholders, make clear that their coverage does not change and explain how to register on the portal.
[END OF BRIEF]

...

OUTPUT FORMAT
Deliver: a subject line under 60 characters, a two-sentence opening with the key message, "What changes" and "What stays the same" blocks, numbered steps, contact channel and sign-off; then a 300-character version for a text or app notification.

...

The full prompt adds the home line of business (buildings and contents, assistance and loss adjusting), the constraints (no anticipating coverage or payouts, no interpreting wording that was not supplied, no profiling policyholders and always a human channel), five working steps, a plain-language email format with a text message version and a final check before it answers.

The result: the assistant separates what changes from what does not, explains in steps how to report a claim in the portal, keeps the 24-hour phone line for emergencies and says nothing about any policyholder’s coverage.

Insurance AI: where a prompt generator fits

AI insurance projects range from machine learning for fraud prediction to AI-powered routing of first notice of loss (FNOL) reports and AI automation on an automation platform. This tool is not one of those systems.

It helps your team handle the writing around them: the message a claimant receives, the FAQ content for a portal, the SMS that confirms a step or the onboarding guide for a new insurance agent. AI use stays simple, reviewable and in your own assistant.

Tips: AI use with care in an insurance company

Use cases for insurance agents, brokers and carriers

• Customer service: a phone script or a process FAQ based on approved rules, using conditional language when the answer depends on the contract.
• Claims: a checklist with the facts provided, documents, dates, next step and owner, without assessing the claim.
• Complaints: an acknowledgment that explains the process, the follow-up channel and escalation, with a deadline only if it’s confirmed.
• Renewals: a message with general steps and documents, without recommending premiums.
• Distribution: training material for agents or a product summary for brokers.
• Operations: a matrix that links requirement, evidence, gap and owner, or an aggregated incident analysis that doesn’t profile customers.

What makes a good prompt for insurance

A good insurance prompt gives the assistant six pieces: a role (an insurance operations specialist), a specific job, the process context, the material it can use, the constraints and the output format. In insurance the constraints carry extra weight: no decisions on what is covered, no health data and always a human channel.

Leave a piece out and the model fills the gap with assumptions. The tool asks for each piece in order and adds those controls by default, so you can leverage AI without new risk.

Insurance marketing and more prompts for other industries

For insurance marketing across marketing channels, such as blog posts, promotional campaigns, a follow-up email to a prospect, LinkedIn posts or referral requests that engage and convert, use the marketing prompt generator; this one covers service and operations. For more templates across roles and tasks, browse the Founderz AI prompt library.

• Call center prompts Objection scripts, call QA and escalation.
• Tax advisor prompts Document requests and deadline calendars to validate.
• Professional services prompts Proposals, reports and client communication.

Why I built these generators

Frequently asked questions

Is it free?

Yes, it’s free. Before it asks for anything, it shows you a preview with the first sections of the prompt. To see the whole prompt and copy it, enter your email and accept the Privacy Policy; receiving communications from Founderz is optional.

It only asks once per visit: any prompts you generate after that are shown in full.

Can AI decide whether a claim is covered?

Not with this tool. The first quality control rules out deciding, recommending or denying cover, premiums, compensation or claims. The instructions ask the AI to write and organize information, and leave the assessment of the case to a licensed professional.

What happens to the data I type in?

It doesn’t run an AI model: it combines your answers with instructions written by Founderz, in your browser. Only your email goes to Founderz when you ask to view the result, and usage statistics record the options you select, never your description or the final text.

Can I use ChatGPT with it?

Yes, or any other text assistant: Claude, Google Gemini, Microsoft 365 Copilot, Microsoft Copilot Chat or Perplexity. The prompt is plain text with clear sections, so you just copy it and paste it into the tool your company has approved.

Can I get the result in Spanish for a team in another country?

Yes. In the advanced settings, “Answer language” covers US and UK English, Spanish (Spain), Spanish (Mexico), Spanish (Latin America), Portuguese (Brazil), French, German, Italian and a bilingual English and Spanish option. If you leave it on Auto, the AI answers in the language you write the context in.

Last updated: October 26, 2026