Prompt Library

Close More Policies and Process Claims Faster

25 copy-paste prompts

25 practical ChatGPT prompts for policy explanations, sales prospecting, claims processing, underwriting analysis, client communication, and compliance.

In short: This page contains 25 copy-paste ready prompts, organized into 5 categories with a description and pro tip for each. The first 5 prompts are free instantly, no signup needed. Drafted with AI writing assistance and checked against our editorial policy.

Louis Corneloup
By Louis Corneloup ยท Founder, Techpresso
Last updated ยทDrafted with AI assistance (how we make prompts)

Policy Explanation

5 prompts

Simplify Policy Language

1/25

โœจ What it does

ChatGPT rewrites a dense policy section into plain English a first-time client can follow, with everyday words and concrete examples. Paste [paste policy excerpt] and who [describe] the client is, then send the summary after you check it against the original.

Rewrite this insurance policy section in plain English that a client with no insurance background can understand: [paste policy excerpt]. The client is: [describe]. Rewrite it to: (1) replace jargon with everyday language (explain "deductible," "premium," "exclusion" in context), (2) use concrete examples ("if your roof is damaged by hail, this means..."), (3) highlight what IS covered and what IS NOT in separate clear sections, (4) flag the 3 most important things the client needs to know, (5) format as a one-page summary they could keep on their fridge.

๐Ÿ’ก

Pro tip: Clients who understand their policy file fewer unnecessary claims and are less surprised at claim time. Clear communication up front prevents disputes later.

Coverage Comparison Guide

2/25

โœจ What it does

ChatGPT builds a side-by-side comparison of [Policy A] and [Policy B] for [client type], plus everyday scenarios for when each is the better fit. Drop in both coverage descriptions, then walk your client through the table and the scenarios.

Create a comparison guide between [Policy A] and [Policy B] for [client type]. Coverage details: Policy A: [describe]. Policy B: [describe]. Create: (1) a side-by-side comparison table covering premiums, deductibles, coverage limits, and key exclusions, (2) a plain-English explanation of what each difference means in practice, (3) scenarios where Policy A is better and scenarios where Policy B is better, (4) hidden differences that are easy to miss (sub-limits, waiting periods, definitions of covered events), (5) a recommendation based on this client's situation: [describe client needs].

๐Ÿ’ก

Pro tip: Clients remember scenarios, not coverage limits. "If a tree falls on your car, Policy A pays $X with a $Y deductible" is more useful than a table of numbers.

Claims Process Explainer

3/25

โœจ What it does

ChatGPT writes a first-claim filing guide: what to do in the first 24 hours, a documentation list, and mistakes to avoid. Name the claim type, then hand the steps to your policyholder before they call anyone else.

Write a step-by-step claims guide for [type of claim โ€” auto accident, home damage, life insurance, disability, etc.]. Audience: policyholder who has never filed a claim before. Include: (1) what to do immediately after the event (first 24 hours), (2) documentation needed with specific examples (photos, police reports, medical records, receipts), (3) how to file the claim โ€” step by step with expected timelines, (4) what happens after filing โ€” adjuster visit, investigation, estimate, (5) what to expect regarding timeline and payment, (6) common mistakes that delay or reduce claims, (7) when to escalate if the process stalls.

๐Ÿ’ก

Pro tip: Give clients this guide BEFORE they need it โ€” at policy delivery. A client who documents everything properly from the start has a smoother claims experience.

Annual Policy Review Template

4/25

โœจ What it does

ChatGPT writes an annual review conversation guide that surfaces life changes, coverage gaps, and places to tighten the policy. Fill [policy type], the client, and current coverage, then use the questions in your next review meeting.

Create an annual policy review conversation template for [policy type]. Client profile: [describe]. Current coverage: [describe]. The review should cover: (1) life changes since last review that might affect coverage (marriage, kids, home purchase, business changes, new assets), (2) coverage gaps to check for based on common life stage risks, (3) cost optimization opportunities without reducing critical coverage, (4) new products or endorsements that might benefit them, (5) a summary of recommended changes with estimated cost impact. Write as a conversation guide with questions to ask, not a monologue.

๐Ÿ’ก

Pro tip: Annual reviews are the #1 retention and upsell opportunity. A 30-minute review call once a year prevents the "I did not know I was not covered" conversation at the worst possible time.

FAQ Document for Clients

5/25

โœจ What it does

ChatGPT writes a client FAQ with jargon-free answers, questions people forget to ask, a short glossary, and a few myths. List the 5 to 7 questions you hear most, then publish the FAQ where new clients will actually read it.

Write a FAQ document for [insurance type] clients. Common questions I hear: [list 5-7 questions you get frequently]. Create: (1) clear, jargon-free answers to each question, (2) 5 additional questions clients should ask but usually do not, (3) a glossary of the 10 most important insurance terms in plain English, (4) a "myth vs reality" section addressing common misconceptions, (5) contact information and when to reach out. Format this so I can print it as a handout or email it as a PDF.

๐Ÿ’ก

Pro tip: A good FAQ document reduces your inbound call volume by 20-30% and positions you as a trusted advisor, not just a salesperson.

Sales & Prospecting

5 prompts

Insurance Sales Script

6/25

โœจ What it does

ChatGPT writes a consultative sales script for [insurance type] to [prospect type] that opens with questions, not a pitch. Add your common objections, then practice the script and ask those questions on the next call.

Write a consultative sales script for selling [insurance type] to [prospect type]. My approach: [describe โ€” consultative, not pushy]. Common objections: [list]. The script should: (1) open with a question about their current situation, not a pitch, (2) identify their specific risks and concerns through questions, (3) present coverage as a solution to THEIR stated concerns (not features), (4) handle the top 3 objections naturally within the conversation, (5) create urgency without fear-mongering, (6) close with a clear next step that is easy to say yes to. Write it as a conversation flow, not a monologue.

๐Ÿ’ก

Pro tip: The best insurance sales conversation is 70% listening and 30% talking. Ask about their life, their worries, and their goals. Then connect your product to what they told you.

Referral Request for Insurance

7/25

โœจ What it does

ChatGPT writes in-person and email referral asks tied to good moments, for clients who match [insurance type] and your [describe] ideal client. Personalize the client you are asking, then use the version that fits how you just helped them.

Write referral request messages for my insurance practice. I specialize in [insurance type]. My ideal client: [describe]. My existing relationship: [describe the client you are asking]. Create: (1) an in-person script for asking after a positive interaction (claim resolution, review meeting, etc.), (2) an email version with a specific referral prompt ("Do you know anyone who recently [life event that triggers insurance need]?"), (3) a social media post that generates referral conversations, (4) a thank-you message for when someone does refer, (5) a small gift or gesture appropriate for the insurance industry. Make every ask feel like I am trying to help their friends, not grow my book.

๐Ÿ’ก

Pro tip: The best time to ask for a referral is right after delivering value โ€” a smooth claims experience, a cost-saving review, or solving a problem. Timing is everything.

Lead Nurture Email Sequence

8/25

โœจ What it does

ChatGPT writes a 5-email, 30-day nurture for people who requested a quote and did not buy, addressing the usual objections and adding proof. Set the insurance type and why they stalled, then load the five emails into your sequence.

Write a 5-email nurture sequence for insurance leads who requested a quote but did not buy. Insurance type: [describe]. Common reasons they did not buy: [price, timing, still comparing, etc.]. Email 1 (Day 1): Thank them and address the #1 objection. Email 2 (Day 4): Share a story about someone who wished they had coverage. Email 3 (Day 10): Educational content about a risk they may not have considered. Email 4 (Day 20): Social proof โ€” client testimonial or review. Email 5 (Day 30): Final value offer or deadline. Each email should be under 150 words, personal, and not pushy.

๐Ÿ’ก

Pro tip: Most insurance sales happen after the 3rd-5th touchpoint. If you stop after the first quote, you are leaving 60% of potential business on the table.

Cross-Sell Opportunity Identifier

9/25

โœจ What it does

ChatGPT builds a cross-sell map, review trigger questions, pitch scripts, and a segmented outreach plan for your book. List every line you sell and your current [policy type], then ask the trigger questions at the next review.

I have a book of [number] clients with [policy type]. I want to identify cross-sell opportunities. Current products I offer: [list all lines]. Help me: (1) create a matrix of which existing policy types naturally lead to which cross-sell products, (2) write trigger questions to ask during reviews that surface cross-sell needs naturally, (3) create a brief pitch for each cross-sell opportunity that connects to their existing coverage, (4) design a 3-month cross-sell campaign with specific outreach for each segment, (5) track metrics โ€” target cross-sell rate and revenue per client.

๐Ÿ’ก

Pro tip: Cross-selling is not about selling more โ€” it is about covering more of their risk. A client with auto but no umbrella policy has a gap you should close. Frame it as protection, not upselling.

Community Marketing Plan

10/25

โœจ What it does

ChatGPT designs a local community marketing plan: sponsorships, local posts, networking, and events that fit your budget. Enter city, specialties, and the monthly amount, then book one sponsorship or event this quarter.

Design a local community marketing plan for my insurance agency. Location: [city/area]. My specialties: [insurance types]. Budget: [monthly amount]. Create: (1) 5 community sponsorship or partnership opportunities that put me in front of ideal clients, (2) a local content strategy โ€” what to post on social media that serves my community, (3) a local SEO plan for "insurance agent near me" searches, (4) a networking strategy โ€” which organizations to join and how to provide value, (5) a community event idea I can host quarterly, (6) how to measure local marketing ROI.

๐Ÿ’ก

Pro tip: Insurance is a trust business. People buy from people they know. Community presence builds the trust that cold calls never can. Show up consistently in the same places your ideal clients gather.

Claims Processing

5 prompts

Claims Investigation Checklist

11/25

โœจ What it does

ChatGPT builds a claims investigation checklist: what to collect from the insured, third-party records, red flags, and how you will decide. Describe [claim type] and the scenario, then work the list before you recommend a decision.

Create a claims investigation checklist for [claim type]. Policy type: [describe]. Claim details: [describe scenario]. Create: (1) initial documentation to collect from the policyholder, (2) third-party documentation needed (police reports, medical records, contractor estimates), (3) red flags to investigate for potential fraud without being accusatory, (4) interview questions for the claimant and witnesses, (5) a timeline reconstruction template, (6) decision criteria โ€” when to approve, when to deny, when to request more information. Include compliance considerations for [state/jurisdiction].

๐Ÿ’ก

Pro tip: Document everything in writing. A well-documented claim file protects both the company and the claimant. Verbal agreements and undocumented decisions create liability.

Claims Denial Letter

12/25

โœจ What it does

ChatGPT writes a claims denial letter that is clear, empathetic, cites the policy language, and explains how to appeal. Fill [scenario], the denial reason, and who the policyholder is, then have compliance read it before you send.

Write a claims denial letter for [scenario]. Policy: [type]. Reason for denial: [specific exclusion, lapse, or coverage gap]. Policyholder: [describe]. The letter should: (1) express empathy for their situation genuinely, (2) clearly state the denial reason with reference to the specific policy provision, (3) explain the provision in plain English (not just cite the clause number), (4) describe the appeal process and timeline, (5) offer to discuss the decision by phone, (6) maintain a professional, caring tone throughout โ€” this person is dealing with a loss. Include required regulatory language for [state].

๐Ÿ’ก

Pro tip: A denial letter is often the most emotional communication a client receives from you. Empathy and clarity are not mutually exclusive. Be honest about the denial while being human about their situation.

Claims Status Update Template

13/25

โœจ What it does

ChatGPT drafts claims status templates for receipt, adjuster assignment, document requests, estimates, payment, and close. Name the claim type, then drop each template into your system and fill the real dates before you send.

Create claims status update templates for different stages of the process. Claim type: [describe]. Templates needed: (1) acknowledgment of claim receipt (within 24 hours), (2) adjuster assignment notification, (3) request for additional documentation (specific, not vague), (4) estimate completion update, (5) payment processing notification, (6) claim closure summary. Each template should: state where we are in the process, what happens next, expected timeline, and who to contact with questions. Keep them warm and informative, not corporate and cold.

๐Ÿ’ก

Pro tip: The #1 claims complaint is not denial โ€” it is lack of communication. Proactive updates at every stage prevent 80% of angry phone calls. Even "no update yet, still processing" is better than silence.

Catastrophe Response Plan

14/25

โœจ What it does

ChatGPT writes a catastrophe response plan: pre-event prep notes, post-event triage, and follow-up. List the disasters in your area, client count, and staff, then save the pre-event note so you can send it before the next storm.

Create a catastrophe response plan for my agency. Types of catastrophes in my area: [describe โ€” hurricanes, floods, wildfires, tornadoes, etc.]. Number of clients: [approximate]. Staff: [number]. Create: (1) a pre-event communication to send to clients (preparation checklist, documentation reminders), (2) an immediate post-event communication (how to file, what to document, emergency contacts), (3) a triage system for prioritizing claims by severity, (4) a staff deployment plan for handling surge volume, (5) a community resource list to share with affected clients, (6) a 30-day post-event follow-up plan to ensure all clients are served.

๐Ÿ’ก

Pro tip: The agency that communicates first after a catastrophe earns loyalty for decades. Send the "we are here for you" message within hours, not days. Have it pre-written and ready to deploy.

Subrogation Recovery Strategy

15/25

โœจ What it does

ChatGPT builds a subrogation recovery plan: whether recovery is likely, what evidence you need, a demand letter, and a cost-benefit check. Describe the claim and the third party, then send the demand only if the numbers still work.

Help me develop a subrogation recovery strategy. Claim details: [describe the claim where a third party may be liable]. Evidence available: [describe]. Third party: [describe]. Create: (1) an assessment of subrogation viability โ€” likelihood of recovery, (2) documentation needed to support the subrogation claim, (3) a demand letter to the third party or their insurer, (4) a timeline for the subrogation process, (5) negotiation strategy if they dispute liability, (6) when to refer to legal counsel vs handle in-house. Include cost-benefit analysis โ€” is this recovery worth pursuing given the amount and effort?

๐Ÿ’ก

Pro tip: Not every subrogation claim is worth pursuing. A $500 recovery that takes 20 hours of work is a net loss. Set a minimum threshold and focus your effort on high-recovery claims.

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Underwriting

5 prompts

Risk Assessment Summary

16/25

โœจ What it does

ChatGPT writes a structured underwriting risk summary with a rating recommendation, conditions, and a file narrative. Add applicant details plus key and favorable factors, then attach the write-up to the file after you confirm the rating.

Write a risk assessment summary for [type of insurance application]. Applicant: [describe]. Key risk factors: [list]. Favorable factors: [list]. Create: (1) a structured risk summary covering all standard underwriting criteria for this line, (2) risk rating recommendation (preferred, standard, substandard, decline) with justification, (3) comparison to similar risks in the portfolio, (4) conditions or endorsements to add if approving at higher risk, (5) pricing adjustment recommendation if applicable, (6) a one-paragraph narrative summary for the underwriting file.

๐Ÿ’ก

Pro tip: The best underwriting decisions are defensible. Document not just your decision but your reasoning. If this file is reviewed in 3 years, another underwriter should understand why you approved or declined.

Loss Control Recommendations

17/25

โœจ What it does

ChatGPT writes prioritized loss-control recommendations with money-at-risk reasons and wording you can send the client. List survey findings and claim history for [insured/prospect], then share the high-priority items first.

Write loss control recommendations for [insured/prospect]. Business type: [describe]. Risk survey findings: [list concerns]. Current claim history: [describe]. Create: (1) prioritized loss control recommendations โ€” high/medium/low priority, (2) for each recommendation: what to do, why it matters (financial impact if ignored), and timeline, (3) minimum requirements for continued coverage, (4) recommendations that would qualify them for premium credits, (5) a follow-up inspection schedule, (6) a letter to the insured presenting these recommendations constructively (as partnership, not punishment).

๐Ÿ’ก

Pro tip: Frame loss control as saving them money, not as conditions. "Implementing this fire suppression system qualifies you for a 15% premium reduction" is better than "You must install this or we cancel."

Underwriting Guidelines Summary

18/25

โœจ What it does

ChatGPT turns long underwriting guidelines for [line of business] into a one-page appetite card, decision trees, and authority tiers. Describe how long and dense the full guide is, then print the card for your new underwriters and agents.

Summarize our underwriting guidelines for [line of business] in a quick-reference format. The full guidelines document: [describe length and complexity]. Target user: new underwriters and agents. Create: (1) a one-page quick-reference card with appetite (what we write), restrictions (what we avoid), and referral triggers, (2) a decision tree for the most common scenarios, (3) a tiered authority guide โ€” what can be approved at each level, (4) key exclusions and limitations agents must communicate, (5) red flags that require immediate referral to senior underwriting. Make it scannable โ€” bullet points, not paragraphs.

๐Ÿ’ก

Pro tip: If your underwriting guidelines are 50 pages that nobody reads, you have no underwriting guidelines. A one-page quick-reference that everyone uses is infinitely more valuable.

Renewal Underwriting Review

19/25

โœจ What it does

ChatGPT builds a renewal underwriting review: claims versus expected, exposure changes, rate adequacy, and whether to keep the account. Fill [policy type], claim history, and market notes, then make your retain or reprice call from that review.

Create a renewal underwriting review template for [policy type]. Current policy: [describe]. Claim history: [describe]. Market conditions: [describe]. The review should assess: (1) claims experience vs expected โ€” is this account performing?, (2) exposure changes since inception, (3) rate adequacy โ€” is premium sufficient for the risk?, (4) retention desirability โ€” do we want to keep this account and why?, (5) renewal terms recommendation โ€” same terms, modify, non-renew, (6) a broker/agent communication explaining any changes.

๐Ÿ’ก

Pro tip: Renewal is the best time to correct underpriced accounts. A 5% annual correction is more palatable than waiting 3 years and needing a 20% increase. Gradual adjustments retain clients better.

Competitor Rate Analysis

20/25

โœจ What it does

ChatGPT builds an apples-to-apples competitor rate framework and talking points for when a cheaper quote shows up. List your rates, who you lose to, and the segment, then use the talking points on the next price objection.

Help me analyze competitor pricing for [insurance line]. My current rates: [describe]. Competitors I am losing to: [list]. Market segment: [describe]. Create: (1) a framework for comparing rates apples-to-apples (coverage differences matter), (2) factors that might explain price differences (coverage gaps, deductibles, exclusions, financial strength), (3) talking points for agents when a competitor quotes lower, (4) segments where I can compete on price vs segments where I compete on value, (5) a value proposition document that justifies our pricing, (6) recommendations for where rate adjustments might recapture market share.

๐Ÿ’ก

Pro tip: The cheapest policy is rarely the best policy. Train your agents to ask "what did they exclude to get that price?" Nine times out of ten, the cheaper policy has coverage gaps the client does not know about.

Compliance & Documentation

5 prompts

Compliance Audit Preparation

21/25

โœจ What it does

ChatGPT builds a compliance-audit prep pack: documents to gather, common violations to self-check, and file standards. Name [state/regulatory body] and your agency, then gather the files on the checklist before the auditor arrives.

Help me prepare for a [state/regulatory body] compliance audit. My agency: [describe โ€” lines, size, states]. Known focus areas: [describe if known]. Create: (1) a pre-audit checklist of documents and records to gather, (2) common compliance violations in [state] and how to self-assess, (3) a file documentation standard โ€” what every client file must contain, (4) licensing and continuing education verification process, (5) advertising and marketing material review checklist, (6) a corrective action template if we find issues before the auditor does.

๐Ÿ’ก

Pro tip: Find your own violations before the auditor does. A self-identified and corrected issue shows good faith. An auditor-discovered issue shows negligence. The same problem has very different consequences depending on who finds it first.

E&O Risk Reduction Checklist

22/25

โœจ What it does

ChatGPT builds an errors-and-omissions risk system: what to record, how to prove you offered coverage, declination letters, and a self-audit. Note common E&O claims and staff size, then start recording every recommendation the way the checklist says.

Create an Errors & Omissions risk reduction checklist for my insurance agency. Common E&O claims in my line: [describe]. Staff size: [number]. Create: (1) documentation standards for every client interaction (what to record and where), (2) coverage recommendation documentation โ€” how to prove we offered adequate coverage even if the client declined, (3) a declination letter template when clients reject recommended coverage, (4) a procedure for handling coverage gaps you discover in an existing client's portfolio, (5) training topics for staff to reduce E&O exposure, (6) an annual E&O self-audit process.

๐Ÿ’ก

Pro tip: The declination letter is your most important E&O protection. When a client declines recommended coverage, document it in writing and have them acknowledge it. This one document has saved agencies millions in E&O claims.

Privacy and Data Security Policy

23/25

โœจ What it does

ChatGPT writes a privacy and data-security policy covering collection, storage, access, breach response, and vendors. List the personal information you handle, staff, systems, and rules, then have counsel review it before you publish.

Write a privacy and data security policy for my insurance agency. We handle: [describe types of personal information]. Staff: [number]. Systems: [describe โ€” CRM, AMS, email, paper files]. Regulations: [state privacy laws, GLBA, etc.]. The policy should cover: (1) what personal information we collect and why, (2) how we store and protect it (digital and physical), (3) who has access and how access is controlled, (4) data breach response procedure, (5) client rights regarding their data, (6) employee training requirements, (7) third-party vendor data sharing rules.

๐Ÿ’ก

Pro tip: A data breach in insurance is catastrophic because you hold the most sensitive personal information โ€” health records, financial data, SSNs. Prevention costs a fraction of the breach.

Regulatory Filing Checklist

24/25

โœจ What it does

ChatGPT builds a month-by-month regulatory calendar of filings, license renewals, CE, and market-conduct deadlines. List the states and lines you write, then put the nearest deadlines on your calendar with an owner.

Create a regulatory filing and reporting calendar for my insurance agency. States we operate in: [list]. Lines of business: [list]. Create: (1) a month-by-month calendar of required filings, reports, and renewals, (2) licensing renewal dates and CE requirements per state, (3) market conduct requirements (policy delivery timelines, claims response timelines), (4) annual statement and financial reporting deadlines, (5) a responsible party assignment for each filing, (6) a reminder system โ€” when to start preparing for each deadline. Include consequences of missing each deadline.

๐Ÿ’ก

Pro tip: Missing a regulatory deadline is never just a fine โ€” it is a reputation hit with the department of insurance that can affect future filings. Build 2-week buffers before every deadline.

Client Communication Compliance

25/25

โœจ What it does

ChatGPT audits your client templates for required language, timing, delivery, and retention. List the communications and [state], then fix the failing templates before the next quote or cancellation goes out.

Review and improve our client communications for regulatory compliance. Communications to review: [list โ€” quotes, binders, policy delivery, cancellation notices, renewal notices, claims correspondence]. State: [state]. Create: (1) a compliance checklist for each communication type โ€” required language, timing, delivery method, (2) template improvements with required disclosures properly placed, (3) common compliance mistakes in client communications and how to avoid them, (4) electronic delivery requirements and consent protocols, (5) record retention requirements for each communication type.

๐Ÿ’ก

Pro tip: Non-compliant cancellation notices can invalidate the cancellation entirely, leaving you on risk for a policy you intended to cancel. Get the notice right every single time.

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Frequently Asked Questions

No. ChatGPT can help you draft communications, create processes, and organize your work, but it cannot assess individual risk, recommend coverage, or interpret policy language with legal authority. Always have a licensed professional review any client-facing materials and never rely on AI for coverage determinations or claims decisions.
Be extremely cautious. Insurance data includes highly sensitive personal information protected by GLBA and state privacy laws. Never paste client names, SSNs, policy numbers, or health information into ChatGPT. Use anonymized scenarios and generic examples. For internal processes, check with your compliance officer about approved AI tools and data handling procedures.
The highest-impact uses are: drafting client communications (saves 30-60 minutes per day), creating marketing content, preparing for annual reviews, and building process documentation. These are time-intensive tasks where ChatGPT provides strong first drafts that you customize. The time saved can be redirected to the human work that matters most: building relationships and advising clients.
AI will replace agents who only provide transactional service (quoting and binding). It will not replace agents who provide consultative advice, relationship management, and claims advocacy. The agents who thrive will be those who use AI to handle administrative work so they can spend more time on the human elements that build loyalty and retention.
Yes, ChatGPT is excellent for exam preparation. It can generate practice questions, explain complex concepts in simple terms, create study guides, and quiz you on specific topics. However, verify any specific regulatory or legal information against your state study materials, as insurance law varies by jurisdiction and ChatGPT may not reflect the most current regulations.

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