# Prepare a property listing that sells the area. Staged photos, a walkthrough clip and the text 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. - For: Real estate agents, landlords and hosts - Providers: 4 (Firecrawl, OpenStreetMap, DataForSEO and fal.ai), 5 tools - Example (One listing page, the address located, 3 kinds of places nearby, 3 staged photos, one 5-second video): at most $0.84, computed from the live catalog - Updated: 2026-10-10 ## Each provider does one part No single provider covers this job. Through Agentik your AI calls each one for its part, from one connection and one prepaid balance. - **Firecrawl** (1 tool, at most $0.0025): The property’s details from its listing page. - **OpenStreetMap** (1 tool, free): The address’s coordinates. - **DataForSEO** (1 tool, at most $0.15): Schools, cafés and parks nearby, with ratings. - **fal.ai** (2 tools, at most $0.70): Three virtually staged photos and a short walkthrough clip. ## Give this to your agent ```text 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. ``` ## You provide - The listing page or details - The address - Photos of the empty rooms - Your target buyer or renter ## What you get: a listing with staged photos and a walkthrough clip - A listing title and description - Five neighbourhood highlights - Three virtually staged photos - A short walkthrough clip ## How to prepare a property listing in Claude or ChatGPT Prices are the most each call can reserve for this example: One listing page, the address located, 3 kinds of places nearby, 3 staged photos, one 5-second video. ### 1. Read the listing Firecrawl reads the property’s details from its listing page. - [Scrape a web page to markdown](/tools/firecrawl/scrape.md) `firecrawl/scrape` (Firecrawl, 1 page): at most $0.0025 ### 2. Map the area Nominatim finds the address, and DataForSEO lists cafés, schools and parks nearby, with ratings. - [Geocode an address](/tools/nominatim/geocode.md) `nominatim/geocode` (OpenStreetMap, 1 address): free - [Business listings search](/tools/dataforseo/business-data-business-listings-search.md) `dataforseo/business-data-business-listings-search` (DataForSEO, 3 kinds of places): at most $0.15 ### 3. Stage the rooms FLUX.2 Pro Edit stages three empty rooms, keeping walls, windows and floors unchanged. - [FLUX.2 \[pro\] image edit](/tools/fal/flux-2-pro-edit.md) `fal/flux-2-pro-edit` (fal.ai, 3 photos): at most $0.14 ### 4. Make the walkthrough Kling O3 Pro turns the best staged photo into a five-second walkthrough clip. - [Kling O3 Pro image to video](/tools/fal/kling-o3-pro-image-to-video.md) `fal/kling-o3-pro-image-to-video` (fal.ai, 5 seconds): at most $0.56 ### 5. Write the listing Your AI writes a listing title and description with five neighbourhood highlights. Example total: at most $0.84. Each call is billed for measured usage; unused reservations are released. ## Ask it your way - Prepare a listing for this two-bedroom apartment, with staged photos. - What is around this address that buyers would care about? - Stage this empty living room with warm, modern furniture. - Make a short walkthrough video from this photo. ## Why through Agentik - Page reading, maps, places, images and video come from four providers through one connection. - The video clip is most of the price; the nearby places and the staged photos cost about fourteen cents each. ## 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. ## Property listing kit: 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. ## Keep going - [Neighbourhood report](/neighborhood-report.md): An address’s climate over the past year, today’s air quality, earthquakes nearby, the schools, shops and gyms around it, and the local news. - [Product photo ads](/product-photo-ads.md): Your product page for the copy, your category’s longest-running ads as the brief, then new scenes, headlines and a clip. - [Local SEO audit](/local-seo-audit.md): Your local rank from nine points around you, your profile against the top three, their reviews, and your site’s details. - [Image tools for your agent](/tools/image.md) - [Video tools for your agent](/tools/video.md) - [Geo tools for your agent](/tools/geo.md) [All playbooks](/playbooks.md) · [Connection guides](/docs/clients.md) · [Billing](/docs/billing.md) --- [HTML page](/property-listing-kit) · [Agent index](/llms.txt)