What's Inside
How Realtors Work — Your full production workflow broken down by business area, with AI opportunities mapped to each stage. 🗺️
This Week in AI — Cheaper "computer use" models, AI that edits your files in chat, and a fresh debate about when agents should (and shouldn't) speak for you. 🗞️
Top Picks — Five tools and workflows you can put to work on forms, flyers, inbox triage, and process documents. 🔧
Deep Dives:
🤖 GPT-6.1 Terra — A cheaper OpenAI model that can click through forms and software for you
🎥 Gemini Screen-Recording Guides — Turn a recorded task into a step-by-step handoff doc
🎨 Canva Craft and Brush — Prompt-to-poster flyers you can still edit
📬 Eney by MacPaw — A proactive assistant that gets the next step ready and asks before sending
🎙️ Inbox Triage with ChatGPT Dot — Read-only help sorting what needs you today
Mini Skill — Turn rough showing notes into a personal follow-up email in 10 minutes. ✍️
How Realtors Work: An AI Opportunity Map
This is the full production workflow, stage by stage, with the spots where time usually leaks. Use it as a map when you read the tools below.
1. Lead Generation
Sphere outreach, expired listings, FSBOs, online leads, door knocking, and social media all feed the top of your funnel. The friction is consistency: most agents start strong and stall when listing work piles up. Research, list-building, and first-touch messages eat hours before a single conversation happens.
2. Lead Nurturing
CRM follow-up, email sequences, text and call cadences, and market updates keep you in front of people until they are ready. Time is lost writing the same kinds of messages repeatedly and losing track of who is due for a touch. Leads usually go cold because follow-up slipped, not because the lead was bad.
3. Buyer Representation
It starts with a consultation, moves to property search and showing coordination, then offer writing, negotiation, and transaction management. The drag is scheduling, re-explaining the process, summarizing listings for clients, and chasing details between showings and offers.
4. Seller Representation
Listing presentation, pricing strategy, listing prep, photography coordination, marketing, open houses, offer review, negotiation, and transaction management. Time disappears into prep work: comps, presentation decks, listing copy, flyers, and constant status updates to the seller.
5. Marketing and Content
Social media, video, email newsletters, community content, and personal branding all need steady output. The bottleneck is the blank page and the production steps after it: scripting, designing, editing, and posting.
6. Administrative and Operations
Contract management, deadline tracking, vendor coordination, commission tracking, and compliance keep deals alive. This is where small misses cost real money. Data entry across forms, portals, and spreadsheets is the biggest repeat time sink.
7. Client Experience and Retention
Closing gifts, post-close follow-up, referral cultivation, and reviews and testimonials turn one closing into repeat business. Most of it is simple, but it falls off the calendar once the next deal heats up.
8. Professional Development and Recruiting
If you lead a team or are building one, add recruiting conversations, onboarding, training, and documenting how your business runs. Writing down processes is valuable and almost always postponed.
This Week in AI: What It Means for Realtors
The big headline this week was models, again. Google's Gemini 4 Carbon took the top spot on a major benchmark, but it is limited to cybersecurity defenders for now, so you cannot use it yet. The more useful news for a working agent was quieter: OpenAI's mid-tier GPT-6.1 Terra is built for "computer use," meaning it looks at a screen and clicks through forms and software. It costs half of what the model it replaces did, and that kind of cheaper, faster option is what tends to reach everyday tools first.
The other theme was AI doing the editing and busywork inside tools you already use. Gemini can now create and edit documents, PDFs, spreadsheets, and presentations right in the chat. Canva keeps pushing AI image and design tools that leave the text editable. For Realtors, this is the real shift: less copy and paste between apps, and fewer reasons to rebuild a flyer from scratch because the open house date changed.
One more thing worth your attention is a debate about when to let an agent speak for you. One Rundown editor drew a clear line this week: let agents handle tasks, but anything that touches a person (a message to a client, a social post, a live call) should sound like you. For a business built on trust and referrals, that is a sound rule of thumb. We build the tools and tips below around it: AI does the prep and the paperwork, you stay the voice.
Top Picks This Week
GPT-6.1 Terra (OpenAI)
What it is: A mid-priced OpenAI model built to read a screen and click through forms and software, now in ChatGPT Work and Codex for paid plans.
Realtor use case: Entering listing or transaction details into forms, spreadsheets, and portals you would otherwise key in by hand.
Why it matters: OpenAI says it is much cheaper and faster than its top models for this kind of work, though you should test it on your own tasks.
Gemini Screen-Recording Guides and File Editor (Google)
What it is: Upload a short screen recording to Gemini and ask for a step-by-step guide, and edit documents, PDFs, and spreadsheets right inside the chat.
Realtor use case: Record yourself doing a transaction task once and get a checklist your assistant or coordinator can follow.
Why it matters: Documenting your process is the step most agents skip, and this makes it a five-minute job.
Canva Craft and Brush
What it is: Canva's new AI image model (Craft, in Dream Lab) and a design-editing model (Brush) that changes elements or whole decks through conversation.
Realtor use case: Open house flyers, "just listed" posts, and market update graphics with dates and details you can change later.
Why it matters: Keeping the date, time, and address in editable text means a schedule change takes seconds instead of a redo.
Eney by MacPaw
What it is: A proactive assistant for Mac and iPhone that gets the next step ready and asks before it sends, schedules, or moves anything.
Realtor use case: Morning Brief and Plan My Day workflows, bot-free meeting transcription with follow-ups, and turning a dragged-in date into a calendar event.
Why it matters: It works with Apple Mail, Calendar, and Gmail, and the "asks first" design suits client-facing work.
Read-Only Inbox Triage with ChatGPT Dot
What it is: OpenAI's always-on agent, now reachable by text message, that can split a voice brain dump into separate tasks running at once.
Realtor use case: Dictate your to-do list after a day of showings and let it sort what needs you before the next morning.
Why it matters: Starting with read-only access (sort and flag, no sending) is a low-risk way to try agents.
Deep Dives
GPT-6.1 Terra (OpenAI)
Terra is OpenAI's middle model, aimed at "computer use": it looks at a screen, then clicks, types, and moves between apps. OpenAI's own example is reading incoming invoices and entering the details into accounting software. For an agent, that maps to the repetitive part of the job: copying contact and property details into your CRM, a transaction tracker, or a vendor portal. It is priced at $1 per million input tokens and $5 per million output tokens through the API, and it appears in the model picker for Plus, Pro, Enterprise, and Edu plans in ChatGPT Work and Codex.
Two reports in the newsletters I read give a useful reality check. OpenAI says Terra finishes tasks more than three times faster than its pricier models. An independent test saw a smaller gap, closer to 1.8 times, and in that same test the cheapest OpenAI model made mistakes that Terra did not. The takeaway is simple: run your own small test before you trust it with real client data.
Caveats: use dummy data first, and keep it away from anything that sends or submits without your review. Agents that click around the web can be tricked by what is on a page, so do not point one at unfamiliar sites. Setup is quick if you already pay for ChatGPT, but allow an hour to test on a throwaway form.
Gemini Screen-Recording Guides and File Editor (Google)
The Neuron highlighted a workflow built for the task every busy agent postpones: writing down how you do something. Record a short screen capture of the task while you talk through your choices, upload it to Gemini through Add files, and ask it to turn the recording into a numbered guide with the exact button and field names. Gemini supports uploaded video analysis, so it can use what is visible on screen alongside your narration. Keep the clip under five minutes and follow the guide once yourself before you share it.
For a Realtor, the best candidates are the processes you hand to a transaction coordinator or assistant: opening a file in your brokerage system, pulling a CMA, or updating your CRM after a closing. Gemini also added a File Editor this week that creates and edits documents, PDFs, spreadsheets, and presentations inside the chat, with manual edits allowed.
Caveats: I could not confirm from the newsletters which Gemini plans include video upload or the File Editor, so check your plan before you plan around it. Also, mark anything the guide flags as "needs checking" rather than guessing, and do not record screens that show client information you are not allowed to share.
Canva Craft and Brush
The Rundown walked through a poster workflow with Canva's new image model, Craft. Open Dream Lab from Canva's homepage, select Craft, and choose a portrait layout. Ask for a clear headline and blank space for details, then check the headline very closely because AI-generated text can be wrong. If the problem remains after one revision, generate the artwork without text and add the headline yourself. Add the date, time, and venue as ordinary text boxes so a change does not require another generation, then make a square version for social.
Separately, Canva Brush edits individual design elements or whole slide decks through conversation while keeping everything editable. The Neuron notes it is currently for Canva Pro subscribers. For agents, that means open house flyers, just-listed and just-sold graphics, and neighborhood market updates that you can adapt in minutes.
Caveats: check your AI allowance before you generate, and always proofread every downloaded file for spelling, cropping, and the correct address and price. Do not rely on AI-generated art to depict a property accurately, since listing photos have to represent the real home.
Eney by MacPaw
Eney is a proactive assistant for Mac and iPhone that watches what you are doing across apps and files and gets the next step ready, but asks before it sends, schedules, or moves anything. MacPaw's pitch is "proactive, never autonomous." It offers bot-free meeting transcription with notes and follow-ups, an Option-W shortcut that acts on whatever you drag onto it (translate, convert a price, turn a date into a calendar event, pull text from an image), and Morning Brief and Plan My Day workflows. It works with Apple Mail, Calendar, and Reminders out of the box, plus Gmail, Google Drive, Slack, Notion, Jira, and Linear.
For a Realtor, the "asks before it sends" design is the selling point. You get the speed of a drafted follow-up or a scheduled showing without risking a message going to a client unreviewed. Meeting transcription without a bot joining the call is also handy for in-person consultations, if you tell clients you are recording.
Caveats: it requires Apple silicon and macOS 15 or later. After a 14-day trial, plans run $14.99, $29.99, and $49.99 a month. The newsletter did not spell out what separates the tiers, so check before you subscribe.
Inbox Triage with ChatGPT Dot
This one is as much a mindset as a tool. Rundown educator Nate Grahek described his "ladder": read first, then write, then send. Dot, which the Rundown lists as OpenAI's always-on agent now available via text message, takes a voice brain dump of his project list and splits it into separate chats that run at once. He also uses it to sort the noise in his inbox and flag what needs him, with no access to write anything. His point is that read-only triage is a smart, useful first step.
For an agent, picture dictating after a day of showings: three follow-ups to send, a lender to call, a listing to price. The agent sorts and drafts; you review and send. If you do not have Dot, Nate notes the same brain dump works in a new ChatGPT voice chat.
Caveats: the newsletters did not cover Dot's pricing or availability, so verify both before you count on it. Keep it read-only until you trust it, and review every draft before it reaches a client. As the Rundown's editor put it this week, anything that touches a person should still sound like you.
This Week's AI Mini Skill: 10 Minutes, Real Results
Turn rough showing notes into a personal follow-up email
You will take the messy notes you typed after a showing and turn them into a short, warm follow-up that sounds like you. Any free LLM works: ChatGPT, Claude, or Gemini.
Gather your notes. Open your phone notes and copy what you jotted down after the showing: what the buyers liked, their concerns, any questions you owe them. Typos are fine.
Add two details the AI cannot know. The buyers' first names and one specific thing they said that was personal (for example, "loved the backyard for their dog"). Leave out last names, phone numbers, and financial details.
Paste the prompt below into your LLM of choice, then paste your notes under it.
You are helping a real estate agent write a short follow-up email after a home showing.
Write a warm, professional email of 100 to 130 words. Use plain language and short paragraphs. Do not use hype or filler.
Include:
- A friendly opening that mentions one specific thing the buyers said they liked
- A clear answer to any question I listed, or the words [CONFIRM: your answer] if I have not given the answer
- One concern they raised, acknowledged honestly without overpromising
- A single, easy next step, such as a second showing or a call
Rules:
- Do not invent facts, prices, square footage, or promises. If something is missing, put it in [CONFIRM] brackets.
- Do not mention any person's race, religion, family status, or other protected characteristics.
- Sound like a knowledgeable peer, not a salesperson.
Buyer first names: [names]
Property: [address or nickname]
My notes: [paste notes]Read the draft out loud. If any sentence sounds like something you would never say, change it. This is your voice going to a client.
Resolve every [CONFIRM] bracket with real information or delete the sentence. Check prices, dates, and promises against your file. A draft that sounds confident can still be wrong.
Send it, then save the good version. Paste your edited email into a note titled "Follow-up template" and use it as an example in the prompt next time ("Match the tone of this email: ...") so the draft sounds more like you.
What to do with the output: Send it within a few hours of the showing while the visit is fresh. If you showed three homes, run the same prompt once per home so each email stays specific.
The AI Edge for Realtors is published weekly. If you found this useful, forward it to another agent in your office.
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