Tools

What You'll Build

An assembly line that turns a written property listing into a finished video with nobody touching a camera or an editor.

You give the agent the details of a property. It decides what the video should show, writes the description of each shot, generates the footage for those shots, stitches the clips together in order, adds the finishing touches, and uploads the result. You review, you post.

This comes from an automation creator who used it to produce 100 renovation videos. His pitch is blunt: most creators burn 8 hours and $500-plus per video prompting every frame and stitching by hand. He spent 10 minutes on setup and now it runs on its own.

The Problem: Video Is the Best Marketing and the Biggest Pain

Every agent and property manager knows video listings win. They get more views, more saves, more calls than a carousel of photos. Buyers want to feel the space before they book a showing.

And almost nobody does enough of them, because the old way is brutal. You book a videographer, coordinate access to the property, wait for the shoot, wait for the edit, pay hundreds to a couple thousand per video, and do it all again for the next listing. For a busy agent with a dozen active listings, or a property manager with a whole portfolio, it simply does not scale. So most listings get photos and a paragraph, and the video that would have moved them faster never gets made.

The recent shift is that AI can now generate convincing video from a text description of a shot. That removes the camera, the crew, and the scheduling. What was missing was something to run the whole assembly, and that is the agent's job.

How It Works

The agent chains together steps that a human normally does one painful piece at a time.

PROPERTY DETAILS (address, features, style, rooms)
        |
        v
AGENT decides the shot list
  "exterior approach, entry, open kitchen,
   primary suite, backyard at golden hour"
        |
        v
AGENT writes a description for each shot
        |
        v
VIDEO MODEL generates footage for each shot
        |
        v
AGENT stitches the clips in order,
  adds voiceover and captions
        |
        v
AGENT uploads the finished video

Decide the shots. From the listing details, the agent plans a sequence that tells the property's story: arrive, enter, move through the key rooms, end on the selling feature.

Write each shot. It turns each planned shot into a detailed description the video model can render. This is the part that used to eat hours of manual prompting.

Generate the footage. Each shot description goes to an AI video generator, Google's VEO in the original build, which returns a short clip.

Assemble. The agent stitches the clips into one video in the right order. Add a voiceover narrating the walkthrough and on-screen captions with the property's highlights.

Publish. It uploads the finished file to your channel or listing platform, ready for you to approve and share.

Setting It Up

Step 1: Nail your template first. Before automating anything, decide what a good video of yours looks like. How many shots. What order. What the voiceover says. The agent needs a target to hit.

Step 2: Wire the agent to a video generator. Connect OpenClaw to an AI video model. Test it on a single shot, an exterior, a kitchen, and see how the footage looks. This tells you what is realistic to promise.

Step 3: Build the shot-planning step. Give the agent your template as instructions: from a listing, produce this kind of shot list and these kinds of shot descriptions. Feed it one real property and check the plan before any footage gets made.

Step 4: Add stitching and finishing. Have the agent assemble the clips, drop in a voiceover from the listing copy, and add captions. Review a full sample end to end.

Step 5: Connect the upload and run it on real listings. Once one video looks right, point it at your queue. Keep yourself as the final approver before anything goes public.

Where Else This Works

The pattern is "structured details in, finished video out." Real estate is the obvious fit, but the same pipeline serves anyone who needs a lot of similar videos:

If your product is described in text and sold better on video, this fits.

Gotchas and Tips

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