Ask Knox

The pattern is always the same: AI drafts, you decide.

What changes week to week is where in your workflow that pattern shows up. This lesson walks through each major task category — what to hand to AI, what the prompt looks like in plain language, and what you have to own on the other side.

Listing Descriptions

The blank page is the worst part. You have the photos, the fact sheet, the features you want to highlight — and still the cursor blinks.

The prompt that fixes this is simpler than you think. Open any AI chat assistant and write something like: "Write a warm, professional MLS listing description for a three-bedroom, two-bath home. Here are the details: [paste your fact sheet]."

You will get a full draft in under a minute. Here is what you do with it:

You edit it. Remove every generic opener — AI loves "Welcome home to this charming..." because it is statistically average, not because it fits your listing. Read it aloud. If it sounds like an AI wrote it, keep editing until it sounds like you.

You verify every fact. Square footage, school district, HOA fees, lot size, year built, recent updates — check every one against your own data. AI will sound confident about numbers it invented. The listing is under your name, not the AI's.

You reread for Fair Housing language. This is covered in full in "Describe the Property, Not the Person" — but the short version is: every sentence should describe what the property has, not who belongs in it. If a sentence could describe a buyer, it needs to come out.

What you own after the draft: the fact check, the Fair Housing reread, the voice edit, and the final approval. AI writes; you publish.

Lead Follow-Up

Speed is the whole game here. A buyer submits an inquiry at 2 PM on a Thursday while you are at a showing. You cannot reply for two hours. By the time you do, they have already started a conversation with someone else.

The AI move is to have a reply drafted before you even get back to your desk.

The prompt looks like: "Write a warm, personalized first reply to someone who just asked about [type of property] in [general area]. They mentioned [what they said in their inquiry]. Keep it conversational, not pushy, and ask one question to understand what they are looking for."

Read the draft. Check that nothing is promised that cannot be delivered. Adjust the tone to sound like a message you would actually send. Then send it.

The relationship is still yours. The first reply is the logistics of getting to the conversation — AI handles the speed problem, you handle everything after.

What you own: the content review, confirming nothing is misrepresented, adjusting for your voice, and pressing send.

Market Analysis and Comps

A CMA that reads like a spreadsheet summary is not that useful to most clients. A CMA that reads like a clear explanation of what the market is doing and what their home is worth is what they actually need.

AI can write the second version from the data you supply.

The prompt: "I have these comparable sales: [paste your comps data]. Write a plain-English summary for a seller who has never read a CMA before. Explain what the comps suggest about price range and why. Do not add any numbers I haven't given you."

That last sentence is important. AI will add numbers if you do not tell it not to. The summary it produces gives you the structure; you verify every number against your actual comps before it reaches the client.

What you own: the comp selection (that is market knowledge AI does not have), the number verification, the final read of whether the summary accurately reflects what the data says.

Client Communications and Admin

This category is the one most agents do not think of first, and it is one of the biggest time sinks in the week.

The scheduling email after a showing request. The "here is what the contract says in plain language" note to a first-time buyer. The status update to a seller after a weekend of showings with no offers. Each of these takes ten to twenty minutes to write well, and there are five or ten of them in a typical week.

The prompt for a scheduling email: "Write a brief, professional reply to a buyer who just requested a showing for Saturday morning. Confirm I will check the schedule and get back to them within an hour, and ask if they have any flexibility on time."

The prompt for a contract plain-language note: "Write a short plain-language explanation of the inspection contingency clause for a first-time buyer. Explain what it means in practical terms. Do not give legal advice — note that they should discuss specific questions with their attorney."

That last instruction matters. AI will drift toward sounding like advice. You want it to explain, not advise. Every draft that touches legal or financial content needs a read with that lens.

What you own: the review of every message before it goes out, anything involving specific legal or financial questions (those go to the appropriate professional), the relationship itself.

Social and Marketing

One listing can generate a week's worth of social content if you think about it the right way.

The prompt that does this: "I have a new listing. Here are the key details: [fact sheet]. Write me: (1) an Instagram caption, (2) a Facebook post, (3) a short description for a listing flyer. Keep everything focused on the property features. Do not use phrases that describe who should live there."

That explicit instruction on the last line — about not describing who should live there — is the Fair Housing reminder baked into the prompt. Get into the habit of including it every time you ask AI to write anything client-facing.

Review every piece before it goes out. Check that the facts are accurate. Check that the voice sounds like you. Check that nothing slipped through that describes a buyer instead of a home.

What you own: the fact review, the Fair Housing check, the voice alignment, and the final decision on what posts.

The Compound Effect

Agents who run this pattern consistently — AI drafts, I edit, I verify, I decide — report the same shift: they have more conversations. More time with buyers at showings. More time with sellers on the phone. More follow-up calls to the leads that are most likely to close.

The desk work did not disappear. It got delegated to a fast, tireless assistant that never sleeps, never burns out, and does not charge overtime. You spent twenty minutes editing what used to take two hours.

That is the time the practice returns. And that time goes back to the work only you can do.