Templates For customer service teams in insurance

Reply to a complaint, for customer service teams in insurance

Turn a customer's complaint and the facts on your file into a calm reply that acknowledges the concern, states only the facts on the record, says what will happen and when, makes no promise or admission beyond them, and waits for a person to approve it.

This is the version for customer service teams in insurance. The steps and checks are the same as in the general template; each prompt carries one added line about your setting, and the examples are from your kind of work.

Sample results: runs and scores on this page are illustrations while testing is set up. How we test

Bring: The complaint, What the record shows, What will happen and when

Use This TemplatePrepare a prompt for your own AI chat.

Who it is for: Customer service representatives, claims coordinators and team leads at an insurer or agency who draft the first reply to a customer's complaint about a policy, a claim or a renewal.
Time: 15 minutes

Edit this version

Other Formats and Files

The Step 1 chat prompt under Use This Template is the quick start. Choose a full prompt chain, checklist, Claude skill or n8n file when that destination fits your work. Checked Instructions, below, run the whole job with a hard check after every step.

Choose one format

Prompt chain
Copy each step into ChatGPT or Claude, one after another.
Checklist
Follow the steps and check off the checks by hand.
Claude skill
A folder Claude loads, so it follows the steps by itself.
n8n file
Import into n8n and connect your own AI account.

This job also comes as Checked Instructions: the whole job in one set, with a hard check after every step. See the Checked Instructions on the general template.

Using a download:How to use this in n8n How to install a Claude skill

The same job, with and without the template

Sample

This comparison uses the Typical sample. Try an input below for a result guide matched to each sample.

One plain prompt

Write a reply to this claim complaint. (The same complaint, file notes and agreed steps are pasted below.)

Dear Jordan,

We are truly sorry. This was our mistake and our adjuster dropped the ball. Your water damage claim is covered and you will be paid in full by October 30. We will make sure this never happens again.

Regards, Claims Customer Care

Problem:It tells the customer the claim is covered and will be paid, blames the adjuster for the wait, apologizes for 'our mistake', and promises payment by October 30, none of which is in the file or the agreed steps.

With this template

Dear Jordan Ellis,

Thank you for writing. I have read your message about your kitchen water damage claim. I am sorry for the worry the wait has caused you.

Here is what our record shows. Your claim was opened on September 14, and an acknowledgment letter was sent on September 16. An inspection visit was completed on October 6, and the inspection report was received on October 12. Our record shows no decision on your claim yet. It also shows your calls on October 1 and October 9 and that you asked for an update. It does not show what you were told on those calls.

Here is what will happen next:

A claims supervisor will phone you on October 19 to explain where your claim stands.
The claims team will send you a written decision on your claim by October 23.

I am not able to say in this message whether your claim is covered or when any payment would be made. If you need to reach me before then, please call or write using the details below.

Taylor Reed Claims Customer Care 555-0172

Check this reply with your manager or your compliance team before you send it.

Check:Every point is quoted word for word from the complaint: Seven points quoted from the complaint: 4 happened, 2 wants and 1 feels.
Check:Every passage is quoted word for word from the record: Seven rows quoted from the record: two confirmed, four partly confirmed and one not on record (the file does not show what the customer was told).
Check:Every step is quoted word for word from your list: Two steps quoted from the list, each with its date, for the two requests.
Check:The reminder to check the reply with your manager or compliance team is in the final text: The closing line is there: Check this reply with your manager or your compliance team before you send it.
Check:Every point is marked happened, wants or feels: All seven rows are marked happened, wants or feels.
Check:Every result is one of the three allowed words: All seven rows are marked confirmed, partly confirmed or not on record.
Check:No number appears that your complaint, record, steps and sign-off do not have: Every number in the reply (14, 16, 6, 12, 1, 9, 19, 23 and 555-0172) is in the complaint, the file notes, the steps or the sign-off.
Check:Every fact in the reply is on the record: Every fact in the reply is shown by a row of the record table, and the reply says the record does not show what was said on the calls.
Check:The reply admits no fault and gives no cause or blame: The reply says sorry for the worry and the wait, admits no fault and blames no one.
Check:The reply promises only the agreed steps: The reply says nothing about cover or payment; it names only the supervisor call and the written decision, both with the dates in the steps.
Check:Every request has an answer in the reply: The requests to know about cover and about payment are each answered with the written decision by October 23 and a plain statement that the reply cannot say.
For your read:A person who can speak for your organization approves the reply before it is sent: Are the supervisor call and the written decision really set for October 19 and October 23, and does your compliance team want to see a reply on a claim with no decision yet?

Runs and scores

Sample

Example built from the before and after

October 17, 2026, typical sample

Check:Every point is quoted word for word from the complaint
Seven points quoted from the complaint: 4 happened, 2 wants and 1 feels.
Check:Every passage is quoted word for word from the record
Seven rows quoted from the record: two confirmed, four partly confirmed and one not on record (the file does not show what the customer was told).
Check:Every step is quoted word for word from your list
Two steps quoted from the list, each with its date, for the two requests.
Check:The reminder to check the reply with your manager or compliance team is in the final text
The closing line is there: Check this reply with your manager or your compliance team before you send it.
Check:Every point is marked happened, wants or feels
All seven rows are marked happened, wants or feels.
Check:Every result is one of the three allowed words
All seven rows are marked confirmed, partly confirmed or not on record.
Check:No number appears that your complaint, record, steps and sign-off do not have
Every number in the reply (14, 16, 6, 12, 1, 9, 19, 23 and 555-0172) is in the complaint, the file notes, the steps or the sign-off.
Check:Every fact in the reply is on the record
Every fact in the reply is shown by a row of the record table, and the reply says the record does not show what was said on the calls.
Check:The reply admits no fault and gives no cause or blame
The reply says sorry for the worry and the wait, admits no fault and blames no one.
Check:The reply promises only the agreed steps
The reply says nothing about cover or payment; it names only the supervisor call and the written decision, both with the dates in the steps.
Check:Every request has an answer in the reply
The requests to know about cover and about payment are each answered with the written decision by October 23 and a plain statement that the reply cannot say.
For your read:A person who can speak for your organization approves the reply before it is sent
Are the supervisor call and the written decision really set for October 19 and October 23, and does your compliance team want to see a reply on a claim with no decision yet?

Fixed: Nothing needed fixing in this example: every check passed on the first pass.

Met 11 of 11, plus 1 for your read

1 check is for your read: the tool hands it to you.

Use This Template

Add your material below. Logic Lab prepares Step 1; you copy it into your own AI and check the answer there. The site does not run the workflow.

Example materialSample

Choose a sample

Typical: A customer waiting for news on a water damage claimEasy: A name misspelled on the policy documentsTricky: A renewal price increase with a phone promise and a regulator mention

A short complaint with one request, confirmed by the file, and one agreed step.

The complaint (needed)What the record shows (needed)What will happen and when (needed)Who signs the reply (optional)

Step 1 Chat Prompt

Review the exact prompt, then paste it into your own AI. For later steps, use the chat chain in Other Formats and Files.

You are an experienced customer service reviewer who reads a complaint closely before anyone replies.
The complaint comes from an insurance customer about a policy, a claim or a renewal, and the reply goes out in the insurer's name before any decision beyond the record is made.

Your task is to list each separate point the customer makes in the complaint below.

The complaint:
Hello, my last name is spelled Mathews on all of my policy documents but it is Matthews. Please fix it. Regards, Chris Matthews.

Rules:
- A point is one thing the customer says happened, one thing they want, or one way they feel. Split a sentence that holds two points.
- Quote each point from the complaint word for word, as short as you can. Do not correct it and do not reword it.
- In the Kind column, write exactly one of: happened, wants, feels.
- One row for each point, in the order the complaint gives them. Do not add a point the customer did not make and do not guess what they mean.
- Do not leave out a point because it is hard to answer or because it is rude.

Return one markdown table and nothing else:
| # | What the customer says (quote) | Kind |

Send to AICopy and open ChatGPTCopies this result and opens a blank chat. Paste and review it there.

Before Step 2, check: Every point is quoted word for word from the complaint.

What This Sample Should Produce

Confirm that the documents show Mathews and the customer's identity check shows Matthews. Say the documents will be reissued within 5 business days. Add nothing about cover or price.

A result guide for this invented input, not an AI reply.

Want to see where the materials, steps and checks fit? Watch the general template being built.

The steps, and the check on each

Step 1: List what the customer says
Pick out each point in the complaint, quoted word for word, and mark whether it says what happened, what the customer wants or how they feel.
Hands back: A numbered table of the customer's points, each quoted from the complaint and marked happened, wants or feels.
Check:Every point is quoted word for word from the complaint
A plain rule. If it fails, run the step again (the n8n file does this for you).
Step 2: Match each point to the record
For each point about what happened, quote what the file shows and say whether it agrees, agrees in part, or is not on file.
Hands back: A table that puts a quoted passage from the record beside each point about what happened, with a result for each.
Check:Every passage is quoted word for word from the record
A plain rule. If it fails, run the step again (the n8n file does this for you).
Step 3: Match each request to what will happen
For each thing the customer wants, quote the step your team has agreed to take and when, or say that none was agreed.
Hands back: A table that puts the agreed step and its timing beside each request, or None found.
Check:Every step is quoted word for word from your list
A plain rule. If it fails, run the step again (the n8n file does this for you).
Step 4: Write the reply
Write a short, calm reply that states the confirmed facts, says what will happen and when, and promises nothing else.
Hands back: A short reply to the customer that ends with the reminder line.
Check:The reminder to check the reply with your manager or compliance team is in the final text
A plain rule. If it fails, run the step again (the n8n file does this for you).

After the last step

Check:Every point is marked happened, wants or feels
A plain rule. If it fails, run the step again (the n8n file does this for you).
Check:Every result is one of the three allowed words
A plain rule. If it fails, run the step again (the n8n file does this for you).
Check:No number appears that your complaint, record, steps and sign-off do not have
A plain rule. If it fails, run the step again (the n8n file does this for you).
Check:Every fact in the reply is on the record
A second look by the AI. If it fails, run the step again (the n8n file does this for you).
Check:The reply admits no fault and gives no cause or blame
A second look by the AI. If it fails, run the step again (the n8n file does this for you).
Check:The reply promises only the agreed steps
A second look by the AI. If it fails, run the step again (the n8n file does this for you).
Check:Every request has an answer in the reply
A second look by the AI. If it fails, run the step again (the n8n file does this for you).
Check:A person who can speak for your organization approves the reply before it is sent
You check this one. If it fails, it is flagged for you.

What you need first

The complaint(needed)
Paste the complaint letter or email as it arrived. Leave out account, claim and card numbers unless your reply must quote them, and leave out private details the reply does not need.
What the record shows(needed)
Paste the facts from your file, such as dates, call notes, delivery or case notes. Include only what you can point to in the file. If a fact is not on file, leave it out.
What will happen and when(needed)
List the steps your team has agreed to take, with who does each one and by when, in your own words. The reply will promise only these.
Who signs the reply(optional)
The name, job title and a way to reach you, as you want them to appear at the end of the reply. Leave empty to end with a line asking the customer to reply to the message.

Ways to adapt it

This template builds a first draft of a reply. It does not decide the complaint, say who is at fault or give legal advice, and the last line of the reply says to have a person check it.
Paste only what your organization lets you put into an AI tool. Leave out account, card and claim numbers and any private detail the reply does not need.
The record must hold facts you can point to in your file. A fact that is not on file is left out of the reply, and the reply says the record does not show it.
The steps are yours. The template never invents a step or a date, so give each one with a day or a number of days, and say who does it.
If your organization has a formal complaints process with set deadlines, follow it, and send the draft to your manager or compliance team before it goes.
To change the tone, add a line to the reply step about your house voice, and keep the rules about promises and fault as they are.

Change this version in the Editor. Its added context stays in every prompt and the general template stays separate.

Notes for customer service teams in insurance

Say what the file shows about a claim, such as opened, inspection visit done, report received. Never say a claim is covered, accepted, denied or will be paid. If a decision has been made, say that the claims team will send, or has sent, the written decision, and let that letter carry it.
Keep the apology to the customer's worry or wait, not to a fault. Wording about what a policy covers belongs to the claims team and compliance, so the reply points to the written decision and does not explain the policy.
A customer who mentions a regulator, an ombudsman, a lawyer or legal action may be making a formal complaint. Draft the reply, then pass it to your compliance team before it goes.
Leave out claim details the reply does not need, and do not repeat health, address or bank details from the complaint.
Do not quote a reserve, an internal estimate, a fraud or investigation note, or an adjuster's opinion from the file, even when it is on the record. Leave it out of the reply and flag it for the claims lead.
Your state's insurance rules may set time limits for answering a complaint or a claim question. Follow your own complaints and claims procedure for those limits.
A claim or policy number may be quoted only if it is in the complaint or the sign-off. Do not add one.

The scoring guide

Sample

Each template check has a criterion marked met or not met; a person must still make the handed checks. (The guides in Quality rate a whole piece of work on three levels.) Under each one is how the example run scored.

Download the scoring guide (Markdown)

Every point is quoted word for word from the complaint
A plain rule
Meets:Every point in the table is found word for word in the complaint.
Does not meet:A point has been reworded, merged or added, such as a feeling or a request the customer did not state.
Example built from the before and after:Met
Every passage is quoted word for word from the record
A plain rule
Meets:Every passage in the table is found word for word in the record, and a point with nothing on file says None found.
Does not meet:A passage has been reworded or joined from two places, or an answer is given that the record does not hold.
Example built from the before and after:Met
Every step is quoted word for word from your list
A plain rule
Meets:Every step in the table is found word for word in your list of agreed steps, with its timing as written.
Does not meet:A step or date has been reworded or added, or a vague step has been turned into a result.
Example built from the before and after:Met
The reminder to check the reply with your manager or compliance team is in the final text
A plain rule
Meets:The final text includes the line Check this reply with your manager or your compliance team before you send it.
Does not meet:The line is missing, or it has been replaced by a claim that the reply is ready to send.
Example built from the before and after:Met
Every point is marked happened, wants or feels
A plain rule
Meets:Every row has happened, wants or feels in the Kind column.
Does not meet:A row has another word, or the Kind cell is empty.
Example built from the before and after:Met
Every result is one of the three allowed words
A plain rule
Meets:Every row has confirmed, partly confirmed or not on record in the Result column.
Does not meet:A row has another word, or the Result cell is empty.
Example built from the before and after:Met
No number appears that your complaint, record, steps and sign-off do not have
A plain rule
Meets:Every number in the reply is found in the complaint, the record, the steps or the sign-off.
Does not meet:A number appears that none of them has, such as a new date or amount.
Example built from the before and after:Met
Every fact in the reply is on the record
A second look by the AI
Meets:Every statement of fact in the reply is shown by a confirmed or partly confirmed row, and nothing marked not on record is stated as fact.
Does not meet:The reply states a fact the record does not show, or turns a not on record point into a fact.
Example built from the before and after:Met
The reply admits no fault and gives no cause or blame
A second look by the AI
Meets:The reply admits no fault, gives no cause or blame, and says sorry only for the worry or trouble.
Does not meet:The reply admits an error or liability, names a cause the record does not state, or blames a named person, team or company.
Example built from the before and after:Met
The reply promises only the agreed steps
A second look by the AI
Meets:The reply promises only the agreed steps, with the timing the list gives.
Does not meet:The reply promises a refund, a payment, an approval, a result or a date that the agreed steps do not hold.
Example built from the before and after:Met
Every request has an answer in the reply
A second look by the AI
Meets:Every request the customer made has an answer in the reply, either an agreed step or a plain statement that it has been passed on.
Does not meet:A request is ignored or answered with a promise the steps do not hold.
Example built from the before and after:Met
A person who can speak for your organization approves the reply before it is sent
You check this one
Meets:A person who can speak for your organization read the reply against the complaint and the file, checked each fact and step, and asked a manager or compliance first where the complaint was formal.
Does not meet:The reply is sent without a person's approval, or without a check of its facts against the file, so you cannot tell whether it is safe to send.
Example built from the before and after:For your read

Example built from the before and after: met 11 of 11, plus 1 for your read

Learn from this template

A rule checks that every fact and every step is quoted from your own file, and a second look reads the reply for fault, blame and promises. What a machine cannot judge is whether your organization can stand behind each word, so the last check is a person who can speak for it.

Where to see it: step 2 (Match each point to the record); step 4 (Write the reply).

Read the guide: Where a person must look Take the lesson: Where a person must look (lesson 8)

More to read:Adapting a template

Practice:Kinds of checks Scoring guides

Which one fits?

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Last run: October 17, 2026: Example built from the before and after (sample run)
Tools and versions: Example built from the before and after
What was checked: The files, against each tool’s import format, and 1 sample run, each check’s finding recorded.
Version: 1.0
What changed: First release.

Report a problem with this template How we test

Reply to a complaint, for customer service teams in insurance

How it runs

The same job, with and without the template

One plain prompt

With this template

Runs and scores

Example built from the before and after

Use This Template

Step 1 Chat Prompt

The steps, and the check on each

Step 1: List what the customer says

Step 2: Match each point to the record

Step 3: Match each request to what will happen

Step 4: Write the reply

After the last step

What you need first

Ways to adapt it

Notes for customer service teams in insurance

The scoring guide

Learn from this template

Which one fits?

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