AI prompt to triage and reply to email faster

Email, data entry, reports and planning take up a large share of an agent's week. AI can draft, summarize and organize that work, and specialized tools can pull data from documents and keep client records tidy.

Below is a ready-to-copy prompt to triage and reply to email faster, a detailed version that asks you clarifying questions first, and tips for using it. It works in any AI assistant: ChatGPT, Claude, Gemini or Copilot.

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The prompt

Summarize this de-identified email thread in 3 bullets and draft a polite reply that answers the question and sets a next step. Thread: [paste with names removed]

Detailed version (asks clarifying questions first)

Act as an experienced assistant to a licensed insurance agent. Before answering, ask me up to 3 clarifying questions (your goal, the format you want and the tools you already use). Then complete this task, and finish with a short checklist of statements I should verify with my compliance team.

Task: Summarize this de-identified email thread in 3 bullets and draft a polite reply that answers the question and sets a next step. Thread: [paste with names removed]

What a good result looks like

A good result gives you a three-bullet summary of what the thread is about and what's being asked, then a polite reply that answers the question and sets a clear next step. You should be able to send the reply after a quick check.

Common mistakes and watch-outs

Remove names, policy numbers and personal details before pasting. Watch for replies that commit you to something you haven't confirmed, such as a coverage change or a deadline. Copilot in Outlook can work inside your inbox if your agency has approved it.

How to adapt the prompt

Ask for a shorter reply, a reply from a CSR rather than a producer, or a list of follow-up tasks. For a long backlog, ask the AI to sort de-identified subject lines by urgency.

EXAMPLE output (placeholder data, not a real client)

Summary:
- Client asked whether adding a garage changes their homeowners premium.
- CSR asked for the garage's size and build date; client replied with details.
- Still open: whether a quote is needed before construction.

Draft reply:
"Hi [First Name], thanks for the details on the new garage. I'll review it with the insurance company and send you an update by [Day], including any change to your premium. Please let me know when construction is scheduled to start."

How to use it

Copy the prompt. Copy the short prompt above, or the detailed version if you want the AI to ask clarifying questions first.
Fill in the placeholders. Replace [paste with names removed] with your own details. Use placeholders or de-identified details; never paste client personal information.
Run it in the right tool. Paste it into any AI assistant: ChatGPT, Claude, Gemini or Copilot.
Review before you use it. Check every fact, name and number yourself.
Take the next step. Next, see: Proofread and polish an email.

Which AI tool to use

Any AI assistant

ChatGPT Claude Google Gemini Microsoft Copilot

Paste the prompt above (short or detailed) into any of these.

Before you use it

Never paste client personal information (names, policy numbers, health or financial details) into AI tools your agency hasn't approved.
Review every AI output for accuracy and compliance before you use it.

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