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Hotpads Urls Script

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Hotpads Urls Script

Hotpads Urls Script

Hotpads-Urls is a powerful Apify Actor that extracts detailed rental property data from Hotpads listings, including pricing, amenities, images, geolocation, and pet policies. Designed for real estate research, automation, and market analytics with clean, structured JSON output.

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from $8.00 / 1,000 results

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datawizards

datawizards

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5 months ago

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๐Ÿ  Hotpads-Urls ยท Apify Actor

Extract rich, structured rental property data from any Hotpads listing URL with precision and speed. Built and maintained by DataWizards.


๐Ÿ“Œ What Is Hotpads-Urls?

Hotpads-Urls is a powerful Apify Actor designed to scrape complete property details from individual Hotpads rental listings. Whether you're in real estate analytics, rental market research, or building automation tools, this actor gives you clean JSON outputs containing pricing, amenities, geolocation, highlights, pet policies, images, and more.

No manual browsing. No messy HTML parsing. Just clean, structured rental data โ€” on demand.


๐Ÿง  Key Features

โœ” Extracts complete rental property details โœ” Captures price ranges, bedrooms, bathrooms, amenities, pet rules, map coordinates & more โœ” Supports multiple Hotpads URL inputs at once โœ” Auto-handles images (thumbnail + gallery) โœ” RESIDENTIAL proxy support for maximum scraping stability โœ” Lightweight, reliable, and optimized for high accuracy โœ” Perfect for datasets, automation pipelines, and market research


๐Ÿ› ๏ธ Input Schema

Use the actor by providing one or more Hotpads listing URLs:

{
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": ["RESIDENTIAL"]
},
"ListingUrls": [
"https://hotpads.com/briar-hill-luxury-apartments-bronx-ny-10471-249j7v3/pad?lat=40.8921&lon=-73.9103&z=15",
"https://hotpads.com/18-dock-apartments-stamford-ct-06902-23du7fg/pad"
]
}

๐Ÿ” Proxy Configuration

  • useApifyProxy: Must be set to true.
  • apifyProxyGroups: Use "RESIDENTIAL" for the best performance and lowest blocking rate.

๐Ÿ“ค Output Example

Below is a real example of the structured JSON this actor produces:

{
"URL": "https://hotpads.com/18-dock-apartments-stamford-ct-06902-23du7fg/pad",
"Title": "18 Dock Apartments",
"Features": {
"Beds": "Studio - 3",
"Baths": "1 - 2.5"
},
"Price Range": "$2827-$6935",
"Telephone": "1-475-267-6201",
"Address": "18 Dock St, Stamford, CT 06902, US",
"Longitude": -73.5353895,
"Latitude": 41.0479397,
"About": "18 Dock is Stamford's newest standard of sophistication...",
"Image_URL": "https://photos.zillowstatic.com/fp/5f7a0ddbca21e11d61e7ef3128020efa-rentals_thumb_180_180.webp",
"image": [
"https://photos.zillowstatic.com/fp/5f7a0ddbca21e11d61e7ef3128020efa-rentals_large_1200_1200.webp",
"https://photos.zillowstatic.com/fp/39f294a819c56ba9d5ef40c8fdb0b23f-rentals_large_1200_1200.webp"
],
"Highlights": [
"Apartment Building",
"Cats and dogs allowed",
"In-unit washer / dryer",
"Garage lot",
"Sundeck",
"Doorman",
"Pool",
"Gym",
"Updated 3 hours ago"
],
"Apartment Amenities": [
"24 Hour Availability",
"Bicycle Storage",
"Bilingual Staff",
"Building Application Fee: 20",
"Business Center",
"Concierge",
"Conference Room",
"Dryer",
"Elevator",
"Fitness Center",
"Free Weights",
"Gas included in rent",
"High-speed Internet Ready",
"Hot water included in rent",
"HotTubSpa",
"Laundry: In Unit",
"Library",
"Lounge",
"Media Room",
"Multi-Use Room",
"Multisport Simulator",
"On-Site Maintenance",
"On-Site Management",
"Package Service",
"Recreation Room",
"Recycling",
"Security: Doorman",
"Storage Space",
"Sundeck",
"Swimming Pool",
"Utilities fee required",
"Washer",
"Year Built: 2024"
],
"Pet Policies": {
"Cats allowed": ["$500 pet deposit"],
"Dogs allowed": ["$500 pet deposit", "$50 monthly pet fee"]
}
}

๐Ÿš€ Use Cases

๐Ÿข Real Estate Market Research Analyze pricing trends, amenities, pet policies, and neighborhood insights.

๐Ÿ“Š Rental Market Intelligence Monitor property types, geodata, and availability across multiple listings.

๐Ÿค– Automation & Data Pipelines Feed structured rental data into dashboards, APIs, CRMs, and analytics systems.

๐Ÿ“ Property Comparison Tools Compare details across multiple Hotpads listings programmatically.

๐Ÿงพ Lead Generation & Investment Analysis Collect contact details, building features, and property descriptions for targeted outreach.


๐Ÿ’ก Why Choose Hotpads-Urls?

Unlike generic scrapers, this actor offers: โœจ Deep property detail extraction โœจ Reliable proxy management โœจ Consistent structured results โœจ Accurate geolocation data โœจ High-quality image collection

Built to scale. Built for clarity. Built for professionals.


โœ… Best Practices

To ensure smooth performance:

  • โœ” Always use RESIDENTIAL proxies
  • โœ” Validate that each URL is a direct Hotpads property page
  • โœ” Avoid unnecessary repeat scraping to prevent throttling
  • โœ” For bulk runs, chunk your URL batches for optimal speed
  • โœ” Store outputs in datasets or push them to your storage layer for easy processing

๐Ÿค Support

Need custom fields, custom logic, or extended formats (CSV, API-ready JSON, etc.)? DataWizards is always here for you.

๐Ÿ“ฉ Email: hello.datawizard@gmail.com โœ‰๏ธ Subject: Hotpads-Urls Actor โ€“ Support Request ๐Ÿ”— Connect: https://linkedin.com/in/data-wizards-aa8080342


๐Ÿงฐ Custom Solutions

If you need:

  • A simplified output
  • Additional fields
  • Integration with Google Sheets, Notion, Airtable, APIs, or Databases
  • A fully customized real estate scraping system

๐Ÿ‘‰ DataWizards can build it for you.


๐Ÿž Feedback & Bug Reports

Found a bug or want a new feature?

๐Ÿ“ง Email: hello.datawizard@gmail.com โœ‰๏ธ Subject: Bug Report โ€“ Hotpads-Urls Actor

The DataWizards team will assist you quickly.


Hotpads scraper, Hotpads listing extractor, Hotpads API, rental property scraper, real estate data automation, property URL scraper, Apify Hotpads, real estate analytics data extractor, JSON property output


๐Ÿ Start extracting Hotpads rental data smarter โ€”

with Hotpads-Urls, the most reliable way to turn Hotpads listings into structured, actionable data.