An AI tool checklist for real estate agents is a short list of questions you answer before you put any client information into a new tool, covering who approved it, what happens to your inputs, who can see them, and whether you need the client’s details in the first place.
Most agents try AI the way they try any app: sign up, paste something in, see what comes out. For a listing description of a public house, that’s low-risk. For a message that includes a buyer’s financing details, a seller’s reason for moving, or a signed agreement, it’s a different story. Those details belong to your clients, and you’re responsible for them.
The checklist below turns “I hope this is fine” into a documented decision. It draws on published guidance from industry sources and avoids naming or ranking specific products, since features and terms change often.
Contents
What Industry Guidance Warns About
The National Association of REALTORS® describes several risks of unmanaged AI use in its article on why every brokerage needs an AI use policy: AI systems can “hallucinate” incorrect details like square footage, training data can embed bias that affects fair housing compliance, consumer tools may expose client data through storage or model improvement, and over-reliance can weaken the professional judgment that agency decisions require. It says a good policy should cover approved versus prohibited tools, limits on personal data, mandatory human review of AI-generated content, fair housing standards, client communication guidelines, and enforcement.
OneKey MLS, in its guide to using AI safely and reliably, recommends trusted, business-grade platforms, removing or anonymizing client data before entering it, replacing names with placeholders, leaving out addresses, contact information, and financial details, and checking your brokerage, MLS, and NAR guidelines before adopting a tool.
Those two sources give us the shape of the checklist. Let’s turn it into questions.
Three Ways to Adopt a Tool
- Protects client data: Try it and see – Rarely; Never use AI – Yes; Check, then use with limits – Yes.
- Captures AI’s benefits: Try it and see – Yes; Never use AI – No; Check, then use with limits – Yes.
- Leaves a record of your decision: Try it and see – No; Never use AI – No; Check, then use with limits – Yes.
The third approach doesn’t rule out AI. It makes sure you know what you’re agreeing to.
You don’t need a technical background to use an AI tool checklist for real estate agents. Every question below can be answered by reading a tool’s published terms, asking your broker, or looking at what you were about to paste.
The 10 Questions
1. Does my brokerage have an AI policy, and does it cover this tool?
Start here, because it overrides everything else. Look for a written policy, ask your broker or compliance contact, and check whether the tool is approved, prohibited, or not mentioned. If there’s no policy, ask for guidance in writing.
2. Is this a business-grade plan or a consumer one?
The same product can have different terms depending on the plan. Business or team plans may come with different data handling terms than free consumer versions. Find out which plan you’re on and read the terms that apply to it.
3. Are my inputs used to train or improve the model?
This is the question NAR’s concern about “model improvement” points to. Look in the privacy policy and settings for language about using your content to train models. Some tools let you opt out, and some state that business data isn’t used for training. Record exactly what the document says and the date you read it.
4. How long is my data stored, and can I delete it?
Find out whether conversations are saved, for how long, and whether you can delete them. Check what happens to data when you close your account.
5. Who can see what I enter?
Look for whether staff at the company can review conversations, whether other users on a shared account can see them, and whether the tool shares data with third parties. If you work on a team, also consider who in your office can see your history.
6. Do I actually need client details to do this task?
You may not. Many tasks work fine with placeholders. A message draft needs “Buyer A” and “the 3-bedroom on Maple,” not a full name and address. If you can complete the task without personal information, do so, and the other nine questions matter less.
7. Do any agreements with my client restrict this?
Check your listing and buyer agreements, your brokerage’s client confidentiality terms, and any privacy notices you’ve given. If you’re not sure whether using a tool is consistent with them, ask your broker.
8. How will I verify the output?
AI can produce wrong facts. Decide in advance how you’ll check, for example by comparing against MLS data, the contract, or official records. NAR’s article highlights incorrect square footage as an example. Make human review a fixed step.
9. Does the output create fair housing or advertising risks?
If the tool writes anything that will be public, such as listing text, social posts, or ads, plan an audit step. See our guide on the fair housing check for AI listing descriptions.
10. Can I keep a record of how I used it?
Keep a short log of the tool, the plan, what you used it for, what data you entered, and the date. If a question arises later, you’ll have an answer.
The Quick Decision Guide
After answering the questions, sort the tool into one of three categories:
- Green. What it looks like: Approved by your brokerage, business-grade, clear terms, no client data needed. What you do: Use for the approved tasks.
- Yellow. What it looks like: Unclear terms, consumer plan, or no policy yet. What you do: Use only with fully anonymized or public information, and ask for guidance.
- Red. What it looks like: Prohibited by policy, terms say your inputs are shared or used in ways you can’t accept, or you can’t find the terms. What you do: Don’t enter any client data.
When in doubt, treat it as yellow.
Keep Client Data Out of the Tool
What Counts as Client Data
Be generous when deciding what to hold back. Items that usually shouldn’t go into an AI tool unless you’ve cleared it:
- Names, phone numbers, email addresses, and home addresses
- Financial information, such as loan amounts, income, bank details, and pre-approval documents
- Details of a client’s personal situation, such as health, divorce, or job loss
- Signed contracts, disclosures, and inspection reports with identifying information
- Anything a client told you in confidence
- Photos or documents showing identifying details
If a task seems to require some of this, return to question 6 and look for a way to anonymize it.
Anonymize Before You Paste
A simple routine:
- Replace names with labels like “Buyer A,” “Seller B,” and “Agent C”
- Replace addresses with a general description, such as “a three-bedroom house in the northwest part of town”
- Replace dollar amounts with ranges or placeholders if the numbers aren’t needed
- Remove dates that could identify a transaction
- Read the text one more time to catch details you missed, such as a unique nickname or a business name
- Keep a private key mapping labels to real names, stored separately from the AI tool
Here’s an invented example.
Before: “Draft an email to Jane Rivera at 412 Oak Lane saying her inspection found a roof issue and the seller is offering a $6,000 credit.”
After: “Draft an email to Buyer A saying the inspection found a roof issue and the seller is offering a credit. Keep the tone calm and professional.”
You’ll add the real name and figures yourself when you send it. The draft is just as useful.
What the FTC Recommends for Client Data
The FTC: Protecting Personal Information: A Guide for Business gives a five-part frame that maps onto the “keep client data out of the tool” step. Take stock of every device and location that holds sensitive data and how information enters and leaves. Scale down: don’t keep sensitive data longer than you need it, give each person access only to what the job requires, and adopt a written retention policy. Lock it: use strong passwords and multi-factor authentication, encrypt sensitive data in transit and at rest, and put security expectations in writing for service providers, verifying compliance rather than relying on assurances. For vendors the FTC also says to require them to report all security incidents, even ones that didn’t compromise your data. Pitch it: shred paper and wipe devices, since normal deletion leaves files recoverable. Plan ahead: name someone to run a response plan, and check state and federal breach-notification requirements. An AI tool is a service provider under this frame, so the questions in this checklist are the vetting step.
Put the Checklist to Work
Evaluate a Tool: A Worked Example
Here’s an invented evaluation of a fictional tool, “ExampleWriter,” for drafting client emails.
| Question | Finding | Notes |
|---|---|---|
| 1. Brokerage policy | Not mentioned | Emailed broker for guidance |
| 2. Plan | Free consumer plan | Business plan exists |
| 3. Training use | Terms say inputs may be used to improve the service | Opt-out in settings; turned off |
| 4. Retention | Chats stored until deleted | Can delete history manually |
| 5. Visibility | Company staff may review for safety | Noted |
| 6. Need client data? | No, can use labels | Use anonymized text only |
| 7. Client agreements | No conflict found | Confirmed with broker |
| 8. Verification | Compare facts against MLS and contract | Fixed step |
| 9. Fair housing risk | Not used for public text | N/A |
| 10. Record | Logged in AI use sheet | Dated |
Result: Yellow. Use for anonymized email drafts only, until the brokerage responds. If the broker approves a business plan with clearer data terms, move it to green. Note that “ExampleWriter” and all details here are invented.
Build a One-Page AI Use Sheet
Make a simple table to keep, either on paper or in a spreadsheet:
- Keep one row per tool with these columns: Tool, Plan, Approved?, Allowed uses, Never enter, Last reviewed.
- Example row: (Name); Business / Free; Yes / No / Pending; Drafting emails; Names, addresses, financial details; (Date).
Review it every few months, since terms change. When a tool updates its privacy policy or you switch plans, redo the checklist.
Use AI to Help With the Checklist, Carefully
You can paste a tool’s published terms or privacy policy (public documents, not your client information) into an AI and ask it to find the relevant sections:
Below is the text of a software tool's privacy policy.
[paste policy]
Please find and quote the passages about:
1. Whether user inputs are used to train or improve models
2. How long data is stored and whether users can delete it
3. Who at the company can access user content
4. Whether data is shared with third parties
5. Differences between free and business plans, if mentioned
Rules:
- Quote the exact words. Do not paraphrase.
- If the policy doesn't address a topic, say "not found."
- Do not give legal advice or a recommendation.The prompt above is my own wording, not an official or published template.
Then read the quoted passages yourself. A summary is a starting point, and the quotes are what you rely on. If anything is unclear, ask the company or your broker.
Tell Clients What They Need to Know
Whether you must tell clients about your AI use depends on your local rules, your brokerage policy, and what you promised in your privacy notices. As a rule of thumb, don’t say you’re using a tool if you aren’t, and don’t promise things the tool’s terms don’t support, like “your information never leaves my computer.”
Questions About AI Tool Checklist for Real Estate
Is an AI tool checklist for real estate agents required by law? Not as a general rule that this article can confirm. Your brokerage, MLS, and local rules may have requirements. The checklist is a practical way to meet whatever standards apply.
Do I need this checklist for every AI tool? Use it for any tool where client or transaction information might go in. For tasks involving only public information, a quick version is enough.
What if my brokerage has no AI policy? Ask for one, and meanwhile use the yellow approach: anonymized or public information only. NAR offers policy resources for brokerages, as its article notes.
Is a paid plan automatically safer? Not automatically. Read the terms for your specific plan and compare them with what you need.
Does anonymizing guarantee privacy? No, but it greatly reduces risk. Combine it with careful review for details that could identify someone.
How often should I repeat the AI tool checklist for real estate agents? When you adopt a new tool, change plans, or notice a policy update, and as a routine review every few months.
Can AI replace my judgment on whether to use client data? No. The decision belongs to you and your brokerage.
Run the Checklist on the Tool You Already Use
Pick the AI tool you use most, answer the ten questions, and record the result. If the answers are unclear, move it to yellow, switch to anonymized inputs, and ask your broker for guidance. An AI tool checklist for real estate agents is a small habit that lets you keep using AI’s speed without risking the trust your clients have placed in you.
This article provides general information, not legal advice. Privacy, licensing, and professional rules vary by location and brokerage. “ExampleWriter” and all example details are fictional.
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