A real estate chat summary that preserves uncertainty

The decision to make first

An automatically generated summary can make a prospect look more qualified or an appointment more certain than the actual conversation established. Summarize only the supplied inquiry and approved actions, with explicit labels for preferences, corrections and details still awaiting agent confirmation.

What the handoff should contain

Include property, requested next step, contact route, corrected information, unanswered question and the real confirmation state of any appointment.

Suggested wording to approve

Example wording: “Here is the inquiry I will pass to the team. Please check the property and contact details; any showing preference remains a request unless the team confirms it.”

Test the difficult case

Test a visitor changing the property, declining to provide a budget and asking a question that the assistant cannot answer. Do not add inferred budget, motivation, representation status or a promised outcome to make the summary appear more complete.

Worked example

Fictional example: A visitor changes the property from Unit 2 to Unit 12 and says they only want an email answer about parking. The final summary should preserve the corrected property, question and contact preference. Adding an inferred budget, urgency score or showing appointment would make the summary less accurate even if it sounds more sales-ready.

Review it in operation

Review summaries against the original conversation for added assumptions and prioritize accuracy over a polished sales-style description of the prospect.

Check before you launch

• Summarize only the supplied inquiry and approved actions, with explicit labels for preferences, corrections and details still awaiting agent confirmation.
• Include property, requested next step, contact route, corrected information, unanswered question and the real confirmation state of any appointment.
• Test a visitor changing the property, declining to provide a budget and asking a question that the assistant cannot answer.
• Review summaries against the original conversation for added assumptions and prioritize accuracy over a polished sales-style description of the prospect.

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