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Hotpads Property Search Scraper API

XCrawl's Hotpads Property Search Scraper API delivers reliable property data api access, powering your hotpads scraper needs with a robust crawler properties solution. Extract structured dataset property from Hotpads listings effortlessly, overcoming parsing complexities, rate limits, and dynamic page changes for seamless backend integration.

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What Can You Build With Hotpads Property Search Scraper API Scraper?

Build real-time rental market dashboards using property data api feeds from Hotpads. Analyze trends and pricing shifts with comprehensive dataset property collections via our hotpads scraper. Track competitor listings and availability across regions with crawler properties automation, enabling data-driven investment decisions and property portfolio optimization.

XCrawl

Structured JSON Output

Receive clean, parseable JSON datasets from Hotpads scrapes, including property data api fields like addresses, prices, and amenities for instant integration into Python or Node.js apps.

XCrawl

Real-Time Property Scraping

Access live dataset property updates via our hotpads scraper, ensuring fresh crawler properties data without delays, perfect for dynamic market monitoring and alerts.

XCrawl

Scalable API Endpoints

Handle high-volume requests with our property data api infrastructure, supporting async calls and bulk dataset property extraction for enterprise-grade hotpads scraper performance.

XCrawl

Anti-Detection Proxies

Bypass IP blocks and CAPTCHAs seamlessly with rotating proxies in our crawler properties toolkit, delivering reliable hotpads scraper results at scale.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available Hotpads Property Search Scraper API Scrapers

Access the most commonly used Hotpads Property Search Scraper API data types — fully structured, consistently formatted, and production-ready.

Hotpads Scraper

Core endpoint for scraping Hotpads search results and property listings.

Scraping method:
  • listing_id
  • address
  • price
  • bedrooms
  • bathrooms
  • sqft
  • images
  • availability

Property Data API

Dedicated API for detailed property data api extraction from individual listings.

Scraping method:
  • property_id
  • description
  • amenities
  • rent_history
  • landlord_info
  • latitude
  • longitude
  • floor_plan

Crawler Properties

Automated crawler properties tool for bulk neighborhood and city-wide scraping.

Scraping method:
  • neighborhood
  • property_type
  • avg_price
  • total_listings
  • market_trends
  • filters_applied
  • search_query

Dataset Property

Generate complete dataset property exports from Hotpads searches.

Scraping method:
  • dataset_id
  • timestamp
  • property_count
  • price_range
  • bedroom_filter
  • export_url
  • summary_stats

Hotpads Search Scraper

Targeted scraper for keyword-based Hotpads property searches.

Scraping method:
  • search_term
  • results_count
  • ranking_position
  • thumbnail_url
  • contact_info
  • pet_policy
  • parking

Hotpads Listings Crawler

Full crawler properties for paginated listings and filters.

Scraping method:
  • page_number
  • filters
  • listing_url
  • virtual_tour
  • application_fee
  • utilities_included
  • move_in_date

Hotpads Property Search Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API endpoints for full programmatic control.

  • XCrawl
    Python SDK
    Use our Python client for async requests to property data api, handling retries and JSON parsing effortlessly.
  • XCrawl
    Node.js Support
    Leverage Node.js wrappers for high-throughput hotpads scraper calls with promise-based dataset property fetching.
  • XCrawl
    Custom Parameters
    Fine-tune crawler properties with query params for targeted dataset property extraction.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual scraping without writing code.

  • XCrawl
    Visual Selector
    Point-and-click to select property data api fields from Hotpads pages.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring hotpads scraper runs and dataset property updates.
  • XCrawl
    CSV/Excel Export
    Download crawler properties results directly in spreadsheet formats.

Code examples

Retrieve Hotpads Property Search Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the Hotpads Property Search Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

XCrawl's hotpads scraper transformed our property data api pipeline—fast, accurate dataset property every time!

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Perfect for crawler properties monitoring; the JSON output made integrating property data api a breeze.

Jordan Lee
Jordan Lee
Real Estate Analyst
★★★★★
5.0

Reliable dataset property extraction from Hotpads—beats building our own scraper hands down.

Sam Patel
Sam Patel
Backend Developer
★★★★★
4.8

Hotpads scraper delivers top-tier property data api for trend analysis without headaches.

Taylor Kim
Taylor Kim
Market Researcher
★★★★★
4.9

Crawler properties features scaled our rental dataset property effortlessly.

Chris Novak
Chris Novak
Product Manager
★★★★★
5.0

Seamless property data api integration; hotpads scraper handles everything we need.

Morgan Ellis
Morgan Ellis
DevOps Lead
★★★★★
4.7

High-quality dataset property from crawler properties—ideal for ML models.

Riley Chen
Riley Chen
Data Scientist
★★★★★
5.0

Hotpads scraper saved us months; property data api is spot-on accurate.

Drew Foster
Drew Foster
CTO
★★★★★
4.9

Crawler properties unlocked real-time dataset property insights for campaigns.

Casey Wong
Casey Wong
Growth Hacker
★★★★★
5.0

Effortless hotpads scraper API—structured property data api boosts our apps.

Jamie Torres
Jamie Torres
Full-Stack Developer
★★★★★
5.0

XCrawl's hotpads scraper transformed our property data api pipeline—fast, accurate dataset property every time!

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Perfect for crawler properties monitoring; the JSON output made integrating property data api a breeze.

Jordan Lee
Jordan Lee
Real Estate Analyst
★★★★★
5.0

Reliable dataset property extraction from Hotpads—beats building our own scraper hands down.

Sam Patel
Sam Patel
Backend Developer
★★★★★
4.8

Hotpads scraper delivers top-tier property data api for trend analysis without headaches.

Taylor Kim
Taylor Kim
Market Researcher
★★★★★
4.9

Crawler properties features scaled our rental dataset property effortlessly.

Chris Novak
Chris Novak
Product Manager
★★★★★
5.0

Seamless property data api integration; hotpads scraper handles everything we need.

Morgan Ellis
Morgan Ellis
DevOps Lead
★★★★★
4.7

High-quality dataset property from crawler properties—ideal for ML models.

Riley Chen
Riley Chen
Data Scientist
★★★★★
5.0

Hotpads scraper saved us months; property data api is spot-on accurate.

Drew Foster
Drew Foster
CTO
★★★★★
4.9

Crawler properties unlocked real-time dataset property insights for campaigns.

Casey Wong
Casey Wong
Growth Hacker
★★★★★
5.0

Effortless hotpads scraper API—structured property data api boosts our apps.

Jamie Torres
Jamie Torres
Full-Stack Developer
★★★★★
5.0

XCrawl's hotpads scraper transformed our property data api pipeline—fast, accurate dataset property every time!

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Perfect for crawler properties monitoring; the JSON output made integrating property data api a breeze.

Jordan Lee
Jordan Lee
Real Estate Analyst
★★★★★
5.0

Reliable dataset property extraction from Hotpads—beats building our own scraper hands down.

Sam Patel
Sam Patel
Backend Developer
★★★★★
4.8

Hotpads scraper delivers top-tier property data api for trend analysis without headaches.

Taylor Kim
Taylor Kim
Market Researcher
★★★★★
4.9

Crawler properties features scaled our rental dataset property effortlessly.

Chris Novak
Chris Novak
Product Manager
★★★★★
5.0

Seamless property data api integration; hotpads scraper handles everything we need.

Morgan Ellis
Morgan Ellis
DevOps Lead
★★★★★
4.7

High-quality dataset property from crawler properties—ideal for ML models.

Riley Chen
Riley Chen
Data Scientist
★★★★★
5.0

Hotpads scraper saved us months; property data api is spot-on accurate.

Drew Foster
Drew Foster
CTO
★★★★★
4.9

Crawler properties unlocked real-time dataset property insights for campaigns.

Casey Wong
Casey Wong
Growth Hacker
★★★★★
5.0

Effortless hotpads scraper API—structured property data api boosts our apps.

Jamie Torres
Jamie Torres
Full-Stack Developer
★★★★★
5.0

XCrawl's hotpads scraper transformed our property data api pipeline—fast, accurate dataset property every time!

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Perfect for crawler properties monitoring; the JSON output made integrating property data api a breeze.

Jordan Lee
Jordan Lee
Real Estate Analyst
★★★★★
5.0

Reliable dataset property extraction from Hotpads—beats building our own scraper hands down.

Sam Patel
Sam Patel
Backend Developer
★★★★★
4.8

Hotpads scraper delivers top-tier property data api for trend analysis without headaches.

Taylor Kim
Taylor Kim
Market Researcher
★★★★★
4.9

Crawler properties features scaled our rental dataset property effortlessly.

Chris Novak
Chris Novak
Product Manager
★★★★★
5.0

Seamless property data api integration; hotpads scraper handles everything we need.

Morgan Ellis
Morgan Ellis
DevOps Lead
★★★★★
4.7

High-quality dataset property from crawler properties—ideal for ML models.

Riley Chen
Riley Chen
Data Scientist
★★★★★
5.0

Hotpads scraper saved us months; property data api is spot-on accurate.

Drew Foster
Drew Foster
CTO
★★★★★
4.9

Crawler properties unlocked real-time dataset property insights for campaigns.

Casey Wong
Casey Wong
Growth Hacker
★★★★★
5.0

Effortless hotpads scraper API—structured property data api boosts our apps.

Jamie Torres
Jamie Torres
Full-Stack Developer
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Top-Rated by Users
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Leader
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Hotpads Property Search Scraper API work?
It uses distributed headless browsers and smart parsers to fetch and structure public Hotpads data into JSON via REST endpoints, handling rendering and anti-bot measures automatically.
What factors determine pricing?
Pricing scales with request volume, data fields extracted, concurrency levels, and storage duration for dataset property exports—no hidden fees.
What Hotpads data is covered and any limitations?
Covers searches, listings, prices, images, and amenities; limited to publicly available pages, excludes user logins or private data.
Is this legal and compliant?
Designed for public data only, respecting robots.txt and ToS; we recommend reviewing Hotpads policies and using ethically for analysis.
What integration support is available?
Full docs, SDKs for Python/Node.js, webhook support, and priority Slack help for property data api setups.

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