🏙️ PadMapper Rental Scraper

Scrape rental listings from PadMapper — price, beds/baths, address, neighborhood, coordinates, amenities, pet policy, contact phone and a built-in lead-quality score — for any US or Canadian city. Powered by PadMapper's own JSON search API, so it's fast and reliable: no browser, no login, no API key.

Built for real-estate lead generation, rental market research, and price/inventory tracking. Export to JSON/CSV/Excel, run on a schedule, call via API, or connect to Make, Zapier or n8n.

🔎 What is the PadMapper Rental Scraper?

Give it a city (e.g. "san-francisco-ca") and a property type and it returns matching rental listings as structured rows, paginated to your requested limit — each scored 0-100 for lead quality.

What data does it extract?

• Name / building, full address, street, city, state, zip, neighborhood
• Latitude / longitude
• Price (min/max monthly rent)
• Beds and baths (min/max)
• Property type, amenities and pet policy
• Contact phone, agent and brokerage (when listed)
• Date available and fee flag
• Lead score (0-100) and listing URL

⬇️ Input

Field	Type	Description
location	string	City slug, e.g. san-francisco-ca, new-york-ny.
propertyType	string	apartments, houses, condos, townhouses or rooms.
minPrice / maxPrice	integer	Monthly rent range.
minBeds / maxBeds	integer	Bedroom range (0 = studio).
maxListings	integer	Max listings to return. Default 50.
includePhotos	boolean	Include image IDs and count.

Example input

{
  "location": "austin-tx",
  "propertyType": "apartments",
  "minPrice": 1500,
  "maxPrice": 3000,
  "maxListings": 200
}

⬆️ Output

One record per listing:

{
  "source": "padmapper.com",
  "listing_id": 61991825,
  "url": "https://www.padmapper.com/buildings/...",
  "name": "The Hudson Apartments",
  "address": "2 Townsend St, San Francisco, CA 94107",
  "city": "San Francisco",
  "state": "CA",
  "zipcode": "94107",
  "neighborhood": "South Beach",
  "latitude": 37.78,
  "longitude": -122.39,
  "price_min": 2895,
  "price_max": 4200,
  "beds_min": 0,
  "beds_max": 2,
  "baths_min": 1,
  "baths_max": 2,
  "property_type": "Apartment",
  "amenities": ["In-unit laundry", "Parking", "Gym"],
  "pets_allowed": ["Dogs", "Cats"],
  "phone": "+1-415-555-0100",
  "date_available": "2026-07-01",
  "lead_score": 78
}

💡 Use cases

• 🎯 Real-estate lead generation — build lists of rentals with contact phones, ranked by lead score.
• 📊 Rental market research — track prices, inventory and amenities by city.
• 📉 Price monitoring — schedule runs and detect rent changes.
• 🤖 Automation — feed listings into your CRM via Make/Zapier/n8n.

❓ FAQ

Do I need an API key or login? No — it uses PadMapper's public JSON search API.

Which areas are covered? US and Canadian cities — pass the city slug.

Can I filter by price and beds? Yes — set min/max price and beds.

What is the lead score? A 0-100 quality estimate from rating, verification, amenities and price.

Do I get contact info? Phone, agent and brokerage are included when the listing provides them.

How does pricing work? Pay per listing returned. No subscription.

Is it legal? It collects publicly available rental listings. Scrape responsibly, respect PadMapper's terms, and follow privacy/anti-spam laws (GDPR/CAN-SPAM) when contacting anyone.

⚙️ How it works

The PadMapper Scraper talks directly to PadMapper's own search API and returns clean, structured rows — there is no headless browser, no login and no API key to juggle. That keeps each run fast, cheap and dependable, and it's why the actor keeps passing its automated daily health check instead of breaking on an anti-bot wall. You point it at a search (and optional filters), tell it how many results you want, and it paginates through the results automatically until it reaches your limit, de-duplicating as it goes. Whether you need 20 rows for a quick check or thousands for a full market sweep, the same input shape works — only maxResults changes.

👥 Who uses PadMapper data?

Rental listings from PadMapper across the US and Canada are valuable to renters, property managers, real-estate investors and lead-gen agencies. A market analyst tracks how prices and inventory move week over week; an agency builds targeted contact lists and enriches its CRM; an investor screens for under-priced stock; a proptech or AI product feeds the structured data into a model, dashboard or app. Because every record is plain JSON with consistent field names, it drops straight into whatever stack you already run — spreadsheets, a database, a BI tool or an LLM pipeline — with no custom parsing.

📤 Export, schedule & integrate

Every run is saved to a dataset you can export to JSON, CSV, Excel, XML or RSS, or pull through the Apify API. Wire it into Make, Zapier, n8n, Google Sheets, Slack or your own database, run it on a schedule (hourly, daily or weekly) so your data stays fresh, and call it from AI agents through the Apify MCP server. Combine it with the related scrapers below to cover several markets from one workflow.

💡 Tips for best results

• Start with a small maxResults to preview the shape of the data, then scale up.
• Narrow the search (location, type, price range) for more relevant, higher-quality rows.
• Schedule recurring runs and diff the output to catch price drops and new rental listings early.
• Always respect the source's terms of use and local privacy/anti-spam law (e.g. GDPR) when storing or contacting anyone.

❓ More FAQ

How fresh is the data? It is scraped live on every run, so it reflects what is on PadMapper at that moment. Schedule runs to keep a fresh copy.

Can I get more than the default number of results? Yes — raise maxResults; the actor paginates automatically up to the amount you ask for.

Can I run it automatically? Yes — use Apify Schedules (cron) to run it hourly, daily or weekly with no manual steps.

Are duplicates removed? Yes — records are de-duplicated within each run by their unique id.

Which export formats are supported? JSON, CSV, Excel, XML and RSS, plus programmatic access via the Apify API.

Can I use it with AI agents or LLMs? Yes — the dataset is available through the Apify API and the Apify MCP server, so agents can call it directly.

🔗 You might also like

• Craigslist Real Estate Scraper — FSBO listings & rentals.
• Zumper Rental Scraper — apartments + lead scores.
• Real Estate Agent Lead Scraper — agent contacts.

---

Keywords: padmapper scraper, rental listings, apartment scraper, real estate leads, rental data, apartments for rent, rent prices, property scraper, rental market research, lead generation, housing data, rental listings api, apartment finder, real estate scraper