AI prompt to identify and save at-risk clients
Keeping a client is usually easier than finding a new one, and renewal is when clients shop around. AI helps agents reach out before renewal, explain changes clearly and spot clients who may be about to leave.
Below is a ready-to-copy prompt to identify and save at-risk clients, a detailed version that asks you clarifying questions first, and 6 specialized AI tools (HubSpot, GoHighLevel, AgencyBloc, Salesforce Financial Services Cloud, Wealthbox and Redtail CRM) with instructions for this task. It also works in ChatGPT, Claude, Gemini or Copilot.
The prompt
Give me a checklist of warning signs that a client may cancel (late payments, recent claim, rate jump, life change) and a 3-step outreach plan for each.
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 (the line of business, your relationship with the client, and tone). Then complete this task, and finish with a short checklist of statements I should verify with my compliance team. Task: Give me a checklist of warning signs that a client may cancel (late payments, recent claim, rate jump, life change) and a 3-step outreach plan for each.
What a good result looks like
A good checklist names warning signs you can actually spot (late payments, a recent claim, a big rate increase, a life change, no contact in a year) and gives a simple three-step outreach plan for each, so the team acts before the client shops.
Common mistakes and watch-outs
Don't pressure clients who want to leave, and avoid outreach that feels like surveillance ('we noticed your late payment'). Use data responsibly and keep notes factual. HubSpot can flag some signals automatically if your data is clean.
How to adapt the prompt
Add signals specific to your book (single-policy households, recent address changes) and assign an owner for each plan. Ask for scripts for each first contact.
At-risk warning signs and outreach 1. Rate increase at renewal - Call before renewal; explain the general reasons - Review discounts and deductibles - Follow up in writing 2. Recent claim - Check in on the claim experience - Offer help with any frustration - Schedule a review after it closes 3. Late payments - Friendly reminder; offer autopay or a different due date - Confirm contact details - Note the outcome
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.
- Add your details. Add the details for your situation (line of business, audience, tone). Keep it de-identified; never paste client personal information.
- Run it in the right tool. Paste it into ChatGPT, Claude, Gemini or Copilot, or use HubSpot, GoHighLevel and AgencyBloc as described below.
- Review before you use it. Don't promise savings or specific rates. Check every fact, name and number yourself.
- Take the next step. Next, see: Automate follow-ups in a CRM.
Best AI tools for this task
Specialized tools first, ordered by fit for this task (never by payout), then any general AI assistant.
HubSpot site ↗
CRM and marketing platform with AI features.
In HubSpot, create a list of clients showing warning signs (late payment, recent claim, rate increase or life change recorded on the contact), assign follow-up tasks to the account owner, and use Breeze Assistant (HubSpot's AI) to draft the check-in message for each step of your outreach plan.
GoHighLevel site ↗ Affiliate link
All-in-one sales and marketing automation platform (CRM, SMS/email follow-up, funnels).
Suggested from the related task Automate follow-ups in a CRM.
Build the follow-up messages from this task as a GoHighLevel workflow with timed email and SMS steps.
AgencyBloc site ↗
Agency management, commissions processing and quoting platform for life & health agencies.
Suggested from the related task Automate follow-ups in a CRM.
In AgencyBloc AMS+, build this cadence as a lead-nurturing Automated Workflow (timed emails, texts and agent tasks). Where your plan includes AgencyBloc Intelligence, its Voicemail Activity Generator suggests the next follow-up step from a client voicemail for you to review and confirm.
Salesforce Financial Services Cloud site ↗
Salesforce CRM for financial services and insurance with built-in AI.
Suggested from the related task Automate follow-ups in a CRM.
In Salesforce Financial Services Cloud, set up the cadence as an automated workflow and use Agentforce (if your edition includes it) to draft personalized follow-up emails and create follow-up tasks after meetings. Review AI drafts before they go out.
Wealthbox site ↗
CRM hub for financial professionals to collaborate on clients and automate busywork.
Suggested from the related task Automate follow-ups in a CRM.
Ask Wealthbox's AI Assistant to draft each follow-up email and create the follow-up tasks (it shows a plan for your approval before changing anything), and save the request as a Playbook to reuse. Put the touches in a workflow template; Wealthbox workflows are started manually.
Redtail CRM site ↗
CRM for financial advisors and their teams.
Suggested from the related task Automate follow-ups in a CRM.
Describe this cadence to Redtail's AI Workflow Builder (Redtail AI, Growth plan, subject to broker-dealer approval) to get an editable workflow draft with steps, tasks and due-date offsets, then review it and publish it as a firm template.
Any AI assistant
ChatGPT Claude Google Gemini Microsoft Copilot
Paste the prompt above (short or detailed) into any of these.
Before you use it
- Don't promise savings or specific rates.
- 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.
Related tasks
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