Explain a claim denial to the client
The carrier said no, and the client is hearing it from you.
claims · denial · client communication · csr · account manager · appeal
Read the denial letter twice before you paste it. The policy language it cites is the whole conversation.
How to use this prompt
- Pick your AI model. Choose the tab for Claude, ChatGPT, Gemini or Copilot. Each variant is tuned for that model.
- Copy the full prompt. Click Copy Full Prompt to copy the text to your clipboard.
- Paste into your AI tool. Open your chosen model and paste the prompt into a new chat.
- Replace the [placeholders]. Swap any bracketed fields for your company name, audience, product or tone.
- Run and refine. Review the output. If anything is off, ask the AI to tighten tone, length or format.
Prompt Variants by Model
Act as an account manager at an independent agency explaining a carrier's claim denial to the client. Write what I say and what I send.
Client: [NAME] · policy: [LINE, CARRIER]
The claim: [WHAT HAPPENED, DATE, AMOUNT]
The denial, verbatim or the key lines: [PASTE THE REASON AND THE POLICY LANGUAGE CITED]
What the client expected: [IN THEIR WORDS]
What options exist: [APPEAL / RECONSIDERATION WITH NEW FACTS / OTHER COVERAGE THAT MIGHT RESPOND / NONE THAT I KNOW OF]
Produce, in order:
0. ASSUMPTIONS. Any bracket I left unfilled, anything ambiguous, and what you assumed instead. Write "none" if there were none
1. The call, under 150 words: the decision in the first sentence, the reason in plain words tied to the policy language, what it does not mean, and what happens next
2. The written follow-up, under 120 words, with the carrier's reason quoted, not paraphrased
3. The three questions the client will ask and my answers
4. What I do on their behalf now, if anything, and the honest odds in one sentence
5. WHAT I SHOULD CONFIRM FIRST. Every statement about the policy, the carrier's process, or the appeal route that you inferred
Rules:
- Anything you inferred rather than were told goes in "WHAT I SHOULD CONFIRM FIRST" instead, never in both places
- Never say the carrier is wrong or right. Never speculate about bad faith. Never promise an appeal outcome
- If the denial points at a coverage we discussed and they declined, section 1 says that plainly and section 2 repeats it, and the file note in section 4 records it
- Stop first if anything I gave you suggests the agency's own handling may be part of the denial (a coverage or change the client asked for that was not placed, something we told them about coverage, a late report on our side), or if the client has mentioned a lawyer or the insurance department. In that case replace sections 1 to 4 with two things: a holding message to the client, under 60 words, that acknowledges the denial, says nothing about cause or fault, and gives a time I will call back; and a note to me to bring in the agency owner and our E&O carrier before any further contact. Sections 0 and 5 still apply. What I say at that point can affect the client's claim and the agency's own position, so it is not mine to explain alone
- Hard limit: 450 words for the whole response. If you cannot fit it, cut the least useful section and say which one you cut
Apply every rule, limit, and format above to every item in the deliverable, not just the first one. Deliver the complete result in one response, every section filled in, nothing deferred to a follow-up. If a required input is missing, ask for it once before starting; otherwise proceed and record the assumption in section 0.Notes: R42 build; insurance set. Tuned to vendor prompting guidance.
Frequently Asked Questions
What does the Explain a claim denial to the client prompt do?
The carrier said no, and the client is hearing it from you.
Which AI models is this prompt written for?
Claude, ChatGPT, Gemini and Copilot. Each one gets its own version up top, written the way that vendor says to prompt its own model. Pick the tab that matches yours.
Do I need a paid AI account to use this prompt?
No. This prompt is written to run on the free tier of Claude, ChatGPT, Gemini and Copilot. Paid tiers simply give you longer context windows and faster responses.
Can I customize this prompt for my business?
Yes. Any text inside square brackets is a placeholder you replace with your own business details, such as company name, audience, product or tone. You can also ask the AI to adjust format, length or style after the first output.
When was this prompt last checked?
The date is on each version up top. We check every prompt in full every month, and when a major new model lands we rewrite the prompt for it. One glance tells you how current it is before you paste.
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