What's Inside
This Week in AI — What's moving and why it matters for your business 🗞️
Top Picks — Six tools worth your attention this week 🔧
Deep Dives:
🤖 Claude Tag — How to put a shared AI teammate directly inside your Slack workspace 🎙️ Typeless — Dictate listing notes, follow-ups, and market updates hands-free, in any app
📹 Codex Record & Replay — Show AI how to do a task once, and it handles it from then on 📋 Junior — An AI coworker that connects to your CRM and handles the admin work you keep putting off
🖥️ Gemini Computer Use — Google's AI can now click, scroll, and navigate your screen on your behalf
🎬 HeyGen + ElevenLabs — Build a consistent video presence without getting in front of a camera
Mini Skill — Turn your post-showing notes into a polished client recap email in under 10 minutes ✍️
This Week in AI — What It Means for Realtors
Something shifted this week, and if you're paying attention, it matters a lot for how you work.
AI moved off the desktop and into the tools where teams actually operate. Anthropic launched Claude directly inside Slack. A product called Junior, built specifically for sales operations, did the same. Google gave its Gemini model the ability to click around your computer and take actions on your behalf. These aren't incremental updates — they're the first real signs that AI is becoming a persistent teammate rather than a tab you open when you need help writing something.
The second big theme: AI is learning your workflows instead of making you learn its. OpenAI's Record & Replay feature lets you show an AI how to do something once — literally screen-record yourself doing it — and it builds a reusable skill from that demonstration. Typeless is doing the same for communication: you talk, it cleans it up, and your ideas end up in polished form without you ever touching a keyboard. Both of these point toward the same future: the agents that will help you the most are the ones that adapt to how you already work.
For a Realtor, that means the window to get ahead of this is right now, while your competition is still copying and pasting. The tools in this issue are all either free to try or cheap to start. None of them require technical setup. All of them have a direct line to something in your day-to-day.
Top Picks This Week
Claude Tag — Claude in Slack
What it is: Anthropic's new feature that puts Claude directly inside Slack as a shared AI teammate your whole team can tag.
Realtor use case: Tag @Claude in a channel to draft listing descriptions, research comps, write follow-up emails, or prep for a listing appointment — all without leaving Slack.
Why it matters: Claude builds context over time across your channels and proactively follows up on tasks that have gone quiet.
Typeless — Voice-to-Polished-Draft
What it is: A dictation + AI app that turns rough spoken ideas into clean written content without touching your keyboard.
Realtor use case: Dictate your showing notes, a market update text, or a follow-up email while walking to your car and get a polished draft instantly.
Why it matters: The app cuts typing time in half and works across Gmail, Google Docs, X, and any other open window.
Codex Record & Replay
What it is: OpenAI's feature that lets you screen-record yourself completing a task once, and Codex turns it into a reusable, editable AI skill.
Realtor use case: Record yourself filling out a standard listing form, writing a price-reduction email, or updating your CRM — and let the AI repeat it on demand.
Why it matters: No coding required. If you can do the task, you can teach it.
Junior — AI Coworker for Sales Ops
What it is: An AI you can tag in Slack, Teams, or Telegram that connects to HubSpot, Salesforce, Gmail, and 3,000+ tools to handle repetitive sales operations work.
Realtor use case: Let Junior handle CRM data entry, follow-up reminders, and pipeline hygiene so you stay focused on face-to-face work.
Why it matters: Junior builds team memory over time — learning who owns which relationship, tracking decisions, and flagging anything that's been buried in chat.
Gemini 3.5 Flash Computer Use
What it is: Google's AI model can now see, click, scroll, and control your computer screen — browsers, desktop apps, and mobile environments.
Realtor use case: Automate repetitive computer tasks like updating MLS fields, pulling comps from multiple sites, or filling out the same form you fill out every listing.
Why it matters: This is the first widely accessible, free-tier model with genuine computer control. The barrier to automating repetitive desktop tasks just dropped significantly.
HeyGen + ElevenLabs — AI Video Content at Scale
What it is: Two tools that, together, let you create realistic AI video content — HeyGen clones your face and appearance, ElevenLabs clones your voice — to produce video without being on camera.
Realtor use case: Create weekly market update videos, neighborhood tour content, or listing walkthroughs at scale without scheduling shoots or editing time.
Why it matters: The editor of The Rundown AI used this combo to grow an Instagram account from 0 to 200K followers in a year, doing almost no traditional video production.
Deep Dives
Claude Tag — Claude in Slack
Anthropic launched Claude Tag this week, and it's a meaningful shift from Claude as a personal tool to Claude as a shared team resource. Instead of each agent on your team having a private Claude conversation, you add Claude to a Slack channel and anyone can tag it with a task — the same way you'd tag a colleague.
What makes this different from just typing into ChatGPT is context and continuity. Claude Tag reads what's happening in the channels it has access to, builds understanding of your team's work over time, and proactively follows up on tasks that have stalled. Anthropic says its own teams use Claude Tag to write 65% of their internal product code. For a real estate team, the equivalent is: your listing coordinator tags @Claude to draft the MLS description, your buyer's agent tags it to prep a showing itinerary, and your admin tags it to draft a follow-up after a closing. All in the same Slack workspace, with Claude learning your tone and processes as it goes.
Rollout is happening now. Access is through Anthropic's enterprise and team plans. If your brokerage runs on Slack, this is the single most impactful AI upgrade you can make this week. Worth noting: this is early, and the ambient follow-up feature (where Claude checks in on tasks that have gone quiet) is powerful but requires you to give it access to the right channels upfront.
Typeless — Voice-to-Polished-Draft
Typeless is a Mac/Windows app that sits in the background and gives you keyboard shortcuts to activate two modes: dictation that cleans itself up in real time, and an "Ask Anything" feature that lets you research a topic, grab a snippet from a webpage, and turn it into a draft — all by voice.
The workflow The Rundown laid out is practical and directly applicable to real estate: press the shortcut to activate Ask Anything, say what you want to research, select text on any page you find useful, tell Typeless to turn it into an email or social post, then switch to Gmail or Docs and dictate your draft while Typeless cleans the rough speech into polished content. The whole thing takes about three to five minutes for what would normally be a ten-minute typing session.
Setup is quick — download, run the tutorial, check for keyboard shortcut conflicts. Free tier is available, paid plans start around $15/month. The best use case for a Realtor: those five-minute car moments between showings where you have the idea but don't have the time to type it out. Now you just talk.
Codex Record & Replay
This one deserves attention because it solves a problem that trips up most non-technical people trying to automate their workflows: the setup gap. Usually, building an automation requires describing your process in text, which is slow and often imprecise. Record & Replay skips that entirely.
You screen-record yourself completing any task — the actual clicks, typing, and navigation — and upload it to Codex. Codex watches the recording, identifies each step, and turns it into an inspectable, editable skill you can trigger on demand. Jeff from AI Breakfast called it "one of the most utilized tools in AI over the next few months," which feels right given how many repetitive desktop workflows most Realtors repeat daily.
Good starting workflows to record: submitting a new listing to your MLS, updating a lead's status in your CRM after a call, sending a standard post-showing email. The skill becomes reusable — you record once, and from then on, you trigger it rather than doing it manually. Currently available in OpenAI's Codex product (ChatGPT Pro tier). This is new as of this week, so expect the UI to still be early-stage.
Junior — AI Coworker for Sales Ops
Junior is purpose-built for what Realtors actually struggle with: the space between generating a lead and closing a transaction. It connects to your email, HubSpot or Salesforce, Stripe, and over 3,000 other tools via OAuth, then sits inside Slack or Teams waiting to be tagged.
The pitch is CRM hygiene and follow-up automation without leaving the tools where your team already communicates. Tag Junior in a channel and say "update the Smith file with today's showing notes and schedule a follow-up for Thursday" — it finds the contact, makes the update, and creates the calendar item. Over time, it builds what they call "team memory": learning who owns which relationship, what was agreed in past conversations, and what action items need attention.
This is particularly relevant if you work with a team of two or more. Solo agents can use it too, but the value compounds when multiple people are involved in transactions. Free trial available at junior.com — the discovery call is worth doing to see the Salesforce and HubSpot integrations in action before committing. Pricing is per-seat, similar to a CRM tool.
Gemini 3.5 Flash Computer Use
Google gave Gemini 3.5 Flash the ability to control browsers, desktops, and mobile environments this week. You describe what you want done on your screen, and the AI takes the wheel — clicking, scrolling, filling in fields, navigating between apps.
For Realtors, the most obvious applications are the ones that eat time without creating value: pulling comparable sales from multiple sites and pasting them into a spreadsheet, filling out the same listing-submission form for the fourth time this month, checking your lead pipeline across two or three platforms. Computer use means you describe the task in plain language and let the AI run through the steps while you do something else.
Google has a GitHub repository to try it locally, but the more accessible entry point is through the Gemini API in Google AI Studio — no code required for basic tasks. The model is free to access at the basic tier. This is new enough that it's still a "try it, see what it does" situation rather than a fully polished product, but the underlying capability is real and it will only get more reliable.
HeyGen + ElevenLabs — AI Video at Scale
Rowan Cheung, editor of The Rundown AI, disclosed this week that his newsletter's Instagram account — which grew from zero to 200,000 followers in about a year — was built almost entirely using an AI clone of his face (HeyGen) and voice (ElevenLabs). His team wrote the scripts, generated the videos from templates, and published consistently without him ever stepping in front of a camera for those posts.
For Realtors who know video is a lead-generation machine but hate being on camera, or who simply don't have time to film every week, this is a model worth studying. The workflow: write a 60-second script (or have an AI write it), upload a sample of your face and voice to create the clone models, generate the video, review and approve, post. Total time once set up: under 30 minutes per video.
HeyGen starts at $29/month for the individual plan. ElevenLabs starts at $5/month. That's $34/month and a realistic shot at consistent video presence without the production overhead. Worth noting Rowan's own takeaway: he eventually pulled the plug on the avatar because authenticity matters at scale. Use this for market update clips and informational content, not for replacing genuine face-to-camera connection with your sphere.
This Week's AI Mini Skill — 10 Minutes, Real Results
Turn Your Buyer's Wishlist Into a Same-Day Showing Report
The problem: After a showing tour, your buyer has seen four or five properties and you're trying to capture their feedback before they conflate the details. You also need to send them something professional that reinforces your value and keeps the conversation moving toward a decision.
The tool: ChatGPT, Claude, or Gemini (free tier of any works fine)
Time to complete: 8-10 minutes
Step 1: Right after or during your last showing, jot down quick notes on each property. Just bullet points are fine — not prose.
Example notes:
123 Maple: loved the kitchen, hated the lot size, $475K, backs to road
456 Oak: good layout, dated bathrooms, $459K, quiet street
789 Pine: too small, but best backyard, $440K
Step 2: Open your LLM of choice (ChatGPT, Claude, or Gemini) and paste the following prompt with your notes filled in:
You are a professional real estate agent writing a same-day showing summary for a buyer client. Based on the notes below, write a concise, professional email that:
1. Thanks them for spending the day with me
2. Recaps each property in 2-3 sentences — what stood out (positive and negative)
3. Notes my professional opinion on which property aligns best with their stated priorities (I'll fill that in manually)
4. Ends with a clear next step to schedule a follow-up call
Keep the tone warm and professional — like a knowledgeable friend, not a salesperson.
My showing notes:
[PASTE YOUR NOTES HERE]
Their stated priorities were: [list 2-3 things your buyer cares most about]
Step 3: Review the draft. Fill in your professional recommendation where the placeholder is. Adjust the tone if anything sounds off.
Step 4: Copy and send. Done.
Why this works: Your buyer gets a polished recap the same day, which almost no agents do. It positions you as organized and thorough, keeps the properties distinct in their memory, and moves them toward a decision rather than letting the details blur together over the weekend.
Rotate this prompt to work for: open house follow-ups, post-inspection summaries for sellers, post-listing-appointment recaps for prospects who didn't sign.
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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