Prepare a property listing that sells the area

A property’s details read from its listing, what’s around it, three virtually staged photos and a short walkthrough video, with a listing text that sells the area.

Steps

At most, per call

A property listing kit turns a bare listing and photos of empty rooms into a complete listing. With Agentik, your AI reads the listing with Firecrawl, locates the address with Nominatim, lists places nearby with DataForSEO, and stages the rooms and makes a walkthrough clip with fal.

Step 1: Read the listing
Firecrawl reads the property’s details from its listing page.
- Scrape a web page to markdownFirecrawl · 1 page$0.0025
Step 2: Map the area
Nominatim finds the address, and DataForSEO lists cafés, schools and parks nearby, with ratings.
- Geocode an addressOpenStreetMap · 1 addressFree
- Business listings searchDataForSEO · 3 kinds of places$0.15
Step 3: Stage the rooms
FLUX.2 Pro Edit stages three empty rooms, keeping walls, windows and floors unchanged.
- FLUX.2 [pro] image editfal.ai · 3 photos$0.14
Step 4: Make the walkthrough
Kling O3 Pro turns the best staged photo into a five-second walkthrough clip.
- Kling O3 Pro image to videofal.ai · 5 seconds$0.56
Step 5: Write the listing
Your AI writes a listing title and description with five neighbourhood highlights.
Your agent does this part, with no tool call.

Cost of the example

At most $0.84one run

One listing page, the address located, 3 kinds of places nearby, 3 staged photos, one 5-second video.

Give this to your agent

Use my connected Agentik MCP server for this job: property listing kit.

Prepare a listing kit for a property. First ask me for the listing page or details, the address, photos of the empty rooms and the buyer or renter I target.

Read the listing with firecrawl/scrape. Locate the address with nominatim/geocode and list schools, cafés and parks nearby with dataforseo/business-data-business-listings-search. Stage three empty rooms with fal/flux-2-pro-edit. Make a short walkthrough clip from the best photo with fal/kling-o3-pro-image-to-video.

Finish with a listing title and description, five neighbourhood highlights with distances, the staged photos marked as virtually staged, and the clip.

Before running anything, inspect each tool with inspect_tool, ask me for any input you don’t have instead of inventing it, and tell me the total price. Wait for my go. At the end, tell me what Agentik charged.

4 providers, one connection

What you get

A listing with staged photos and a walkthrough clip.

You provide

The listing page or details
The address
Photos of the empty rooms
Your target buyer or renter

Your agent returns

A listing title and description
Five neighbourhood highlights
Three virtually staged photos
A short walkthrough clip

Listing kitExample layout

Title and description
Five neighbourhood highlights
Three staged photos
Walkthrough clip

Placeholders. Your rows come from your run.

Each provider does one part

No single provider covers this job. Your agent calls each one for its part, from one connection.

Good to know

Mark virtually staged photos as such; many markets require it.
A video needs paid credit; the free credit does not cover video tools.

When to use something else

For professional photography and 3D tours, hire a real estate photographer. This playbook prepares a strong listing from the photos you have.

Questions

Do I have to say photos are staged?

Yes. Mark virtually staged photos as such; many markets require it.

Does the free credit cover the video?

No. Video tools need paid credit; the rest of the kit can run on the free credit.

What does the example cost?

At most $0.84, mostly the walkthrough clip.

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