How can you prompt AI to write a closing-day client thank-you and referral-request message

The Prompt

Write a closing-day thank-you message for [client name] after closing on [property].

Personal detail to include: [something specific about working with them — their patience through X, the moment they found "the one," etc.]
Ask: [request a review, ask for referrals, or both — specify tone: direct or soft ask]

Keep it warm and genuine, not templated-sounding. The personal detail should feel specific to them, not swappable with any other client.

Why This Prompt Works

Post-closing outreach is one of the highest-response-rate moments in the entire client relationship, but only when it reads as genuinely personal — a templated-sounding thank-you undercuts the ask that follows it, while one specific real detail makes the whole message land as sincere.

How to Customize It

Supply a real, specific memory from working with this client — the model can write around it, but it can’t invent something true and specific on its own. If the transaction had a genuinely difficult stretch that resolved well, referencing it briefly can land better than a purely positive memory, since it acknowledges what the client actually went through.

Common Mistakes to Avoid

Don’t lead with the referral ask — putting the personal thank-you first and the ask second (or making it a soft mention) reads far better than opening with what you want from them. Also avoid sending this message weeks after closing; the response rate drops sharply once the transaction stops feeling recent.

Bottom Line

The closing-day message that actually generates referrals leads with a real, specific personal detail and treats the ask as secondary, not the headline.