REALTOR AI PLAYBOOK · 20
Better Marketing. Stronger Conversations. Practical AI.
A past client already has an experience of working with you. A follow-up plan should respect that history instead of treating the person as a new name in a mass-message queue.
Start with three questions: What did I promise? What does this person want to hear about? When is contact appropriate? Record only what you know. Do not turn a previous transaction into an assumption that someone wants frequent promotions or is preparing to move again.
This chapter gives you a twelve-month review plan, a relationship card, three example messages and a prompt. The calendar tells you when to review the relationship; it does not automatically authorize a message. All examples are fictional, and no real contacts or campaigns are created.
A relationship plan is more than a frequency target
“Contact everyone every month” is easy to measure. It may be difficult to justify when the message has no connection to what the person needs or wants.
Separate three decisions: whether contact is appropriate, what useful reason exists and how to communicate it. Frequency comes after those decisions. An organized plan should help you remember a promise and respect a pause, not simply increase the number of messages sent.
A future conversation or referral is possible, but it is not owed. Avoid turning every useful exchange into an immediate request for business. The relationship deserves more context than a recurring “Who do you know?” message.
Before and after: the generic past-client message
Before: “Hope you're doing great! Do you know anyone buying or selling? I'm always here for your referrals!”
After, with the stated context confirmed: “You asked for a simple way to organize home-related contacts and follow-up tasks. I prepared the one-page organizer we discussed. Would you like me to send the reviewed version through the same channel?”
The second example refers to an actual request in the fictional scenario and offers a specific resource. Use similar wording only when that history and the resource are real. Do not invent a prior request to make a sales message feel personal.
Build a small relationship card
RELATIONSHIP CONTEXT: a brief, factual internal note. PROMISES TO COMPLETE: what you actually agreed to provide. PREFERRED TOPICS: interests the person stated, not inferred motives. CHANNEL AND FREQUENCY: the person's expressed preferences. CURRENT RESOURCE: what useful, reviewed material is ready. LAST RELEVANT EXCHANGE: what changed or remains open. NEXT REVIEW: when you will assess whether contact is appropriate. PAUSE / STOP DIRECTION: record and honor it.
Use your existing approved system for real records. Do not paste a complete contact database or private transaction history into ChatGPT to write a general plan. A fictional or non-identifying summary can support the drafting exercise.
Keep the notes factual. “Requested an organizer” is a useful record. “Probably ready to sell because of a life change” is an unsupported inference and may be inappropriate to record or use.
A fictional twelve-month review plan
The example concerns a past client who asked for a simple home-information organizer and expressed interest in occasional practical resources. The dates are planning examples, not a universal communication schedule.
Month 1 — complete the promise
Review the agreed deliverable. Has the organizer been prepared, checked and delivered through the appropriate channel? If not, finish that work before inventing a new reason to contact the person.
A useful record is “organizer delivered; no response required,” if that is what happened. Do not classify a quiet response as a failure when the original purpose was simply to provide the promised resource.
Month 3 — review a stated interest
Check whether there is a relevant, current resource that fits the person's expressed interests. If you have nothing useful or the person requested no further contact, the result of the review can be “no message.”
Do not send an unrelated market prediction because the calendar says it is time. If you use a factual resource, verify its source, geography and date before sharing it.
Month 6 — review preferences and unfinished tasks
Look for a genuine open item or an agreed preference check. If a preference question is appropriate, keep it simple: would the person like occasional resources of this type, a different topic or a pause?
Update the record from what the person actually says. Do not treat no response as a new preference or permission for more frequent messages.
Month 12 — review the relationship, not just the anniversary
Check whether the original topics remain relevant and whether a useful conversation has been invited. A date alone does not require a sales pitch.
If an anniversary acknowledgment fits your real relationship and the person's preferences, it can be brief and sincere. Do not attach an unsupported valuation claim, a moving assumption or a request for a referral simply to turn the date into a transaction.
A small resource you can prepare
The organizer in this example is a structure, not a directory of recommended providers or a repository for confidential documents. Its purpose is to help the recipient identify where information belongs.
HOME INFORMATION ORGANIZER TOPIC OR TASK: RESPONSIBLE CONTACT / OFFICIAL SOURCE: WHERE THE INFORMATION IS STORED SECURELY: DATE LAST REVIEWED: QUESTION STILL OPEN: NEXT ACTION AND OWNER:
For a fictional entry, the topic might be “question about the next maintenance visit.” The responsible contact is the qualified professional the homeowner already uses; the next action is to confirm the appointment details directly. The organizer does not diagnose a system or recommend a provider.
Before offering a version to a real person, adapt it, review it and make it available. Do not advertise a download or imply a Magic Lens resource-delivery service that has not been established.
Three messages for three different reasons
Deliver a promise: “Here is the organizer we discussed. It has spaces for the topic, source, review date and next action. Use your own secure storage for private documents; the organizer only helps you track where things belong.” Include the actual reviewed resource.
Offer a relevant resource: “You mentioned that practical home-organization resources would be useful. I have a reviewed checklist on that topic. Would you like it?” This requires a real stated interest and an existing resource.
Clarify a preference: “Would you prefer occasional resources on this topic, a different kind of update or a pause? I want the information to be useful to you.” Use this only when a preference check is appropriate; it is not a workaround for a prior request to stop.
Each message has a different job. Do not combine all three with a referral request and a meeting invitation. A useful plan should make the exchange easier to understand.
Prompt ChatGPT to plan reviews, not automatic sends
Create a past-client relationship review plan in American English. Use this fictional scenario only. Do not access contacts or send messages. CONTEXT: a past client requested a simple home-information organizer. STATED INTEREST: occasional practical resources on that topic. RESOURCE: a reviewed organizer with topic, source, review date and next-action fields; no private documents are included. REVIEW POINTS: months 1, 3, 6 and 12 as planning examples. At each point, specify: - What to review internally. - A valid reason for contact, if one exists. - What must be verified before contact. - A no-message or pause outcome when appropriate. Write three short example messages: deliver a promise, offer a relevant existing resource and clarify a preference. Do not infer moving plans, finances, life events or hidden needs. Do not promise referrals, sales or an ideal contact frequency.
The distinction between a review reminder and a sending instruction is central. You can organize your work without turning every calendar entry into a message the recipient did not ask for.
Two refinements for a more respectful plan
Audit this plan for assumptions about the person's future plans. Replace guesses with stated preferences or an appropriate question. Remove any resource that does not actually exist.
Personalization should come from relevant, appropriate context. It should not come from inventing motivations or mining unrelated personal information to create an opening.
For every proposed contact, explain the recipient's practical benefit. If the only benefit is my need for a lead or referral, revise the message or mark the review as no contact. Keep the person's pause and stop preferences visible.
This does not mean you can never discuss business. It means the discussion should fit the relationship and the actual conversation. Do not hide a commercial request inside a misleading claim of assistance.
Review whether you kept the relationship useful
Track promises completed, preferences updated and questions resolved. These are observable process outcomes. A referral or future transaction, if it occurs, should be recorded as a separate outcome without claiming that one template caused it.
For real communication, follow your broker's approved process and applicable requirements. This educational plan does not establish a legal contact policy or authorize automated outreach.
Your next internal review
Pick one relationship in your approved workflow. Check the promise, stated interest and preference. Decide whether to provide something useful, resolve an open item or leave the person in peace.
Make the update useful before making it frequent
You now have a follow-up plan built around context and relevance. When a past client asks about preparing a property for a future listing, useful examples of how rooms and details are presented can make the conversation easier to understand. Keep the response tied to the question they actually asked.
If that conversation becomes a new listing in Central Florida, explore Magic Lens services and pricing when it is time to plan the property’s visual presentation.
