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Zumper Property Scraper API

Unlock comprehensive property data API access with XCrawl's Zumper Property Scraper API. Our robust zumper scraper effortlessly crawls properties, delivering structured dataset property in JSON format while handling parsing complexities, rate limits, and dynamic content for backend developers seeking reliable crawler properties.

무료 체험 시작
영업 부서 문의

Zumper Property Scraper API 스크래퍼로 무엇을 만들 수 있나요?

Build real-time rental market dashboards using the property data api for price monitoring across cities. Analyze competitor listings with zumper scraper insights into dataset property trends. Power lead generation tools by aggregating crawler properties data for targeted real estate investment strategies and portfolio optimization.

XCrawl

Real-Time Property Data

Access fresh dataset property via our property data api with JSON responses, enabling async Python integrations for live Zumper scraping without delays or IP blocks.

XCrawl

Scalable Crawler Infrastructure

Deploy zumper scraper at scale with built-in proxies and anti-detection, perfect for high-volume crawler properties extraction into clean, structured datasets.

XCrawl

Developer-Friendly Endpoints

Seamless RESTful property data api calls return precise fields like pricing and amenities, supporting Node.js and Python for rapid dataset property integration.

XCrawl

Compliant Data Extraction

Ethical zumper scraper focuses on public dataset property, ensuring reliable crawler properties delivery with 99% uptime and automatic retries.

전 세계 데이터 기반 팀이 신뢰합니다

분석, 조사, 모니터링, 성장 워크플로우 등 다양한 팀에서 사용되고 있습니다.

XCrawl

사용 가능한 Zumper Property Scraper API 스크래퍼

가장 널리 사용되는 Zumper Property Scraper API 데이터 타입에 즉시 접근 — 완벽하게 구조화되고, 일관된 포맷, 프로덕션 준비 완료.

zumper scraper

Extract full Zumper listings via search queries for instant property data api access.

스크래핑 방법:
  • listing_id
  • address
  • price
  • bedrooms
  • bathrooms
  • images
  • amenities
  • availability_date

property data api

Fetch detailed property profiles including photos and descriptions from Zumper pages.

스크래핑 방법:
  • property_id
  • title
  • description
  • sqft
  • pets_allowed
  • contact_phone
  • landlord_name

crawler properties

Scrape rental search results by location, filters, and keywords for bulk dataset property.

스크래핑 방법:
  • search_query
  • results_count
  • latitude
  • longitude
  • neighborhood
  • avg_price
  • listing_urls

dataset property

Compile historical pricing and availability trends from Zumper listings.

스크래핑 방법:
  • property_id
  • price_history
  • move_in_date
  • lease_duration
  • utilities_included
  • status

Zumper Property Scraper

Target specific property details with advanced filters for precise crawler properties.

스크래핑 방법:
  • floor_plan
  • deposit_amount
  • application_fee
  • virtual_tour_url
  • rating
  • reviews_count

Zumper Listings Crawler

Harvest agent and landlord info tied to listings for enriched dataset property.

스크래핑 방법:
  • agent_name
  • agent_phone
  • agency
  • email
  • profile_url
  • verified_status
  • listings_count

Zumper Property Scraper API 크롤링 방식

XCrawl

API 스크래핑 (개발자용)

Integrate via simple REST API endpoints for programmatic Zumper scraping.

  • XCrawl
    Python SDK Support
    Use our official Python client for async requests to property data api, handling retries and pagination effortlessly.
  • XCrawl
    Node.js Compatibility
    Stream dataset property in real-time with lightweight Node.js wrappers for high-throughput zumper scraper tasks.
  • XCrawl
    Custom Parameters
    Fine-tune crawler properties extraction with geo-filters, dates, and limits via intuitive JSON payloads.
XCrawl

노코드 스크래핑 (운영팀 & 성장팀용)

Use our intuitive dashboard for no-code Zumper property scraping and exports.

  • XCrawl
    Visual Query Builder
    Select properties by map, price range, or keywords without writing code.
  • XCrawl
    Automated Scheduling
    Set cron jobs for daily dataset property refreshes directly in the UI.
  • XCrawl
    CSV/Excel Exports
    Download cleaned crawler properties data in spreadsheets for instant analysis.

코드 예시

간단한 API 호출로 몇 초 만에 Zumper Property Scraper API 게시물 및 작성자 정보를 받아보세요.

입력
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\"}"
출력
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":[
],
},
},
},
],
},

Zumper Property Scraper API 스크래퍼 API는 어떻게 동작하나요?

  • XCrawl지능형 IP 회전
  • XCrawl자동 CAPTCHA 인식
  • XCrawlHTTP 헤더
  • XCrawl자동 웹페이지 파싱
  • XCrawl맞춤형 지원

API로 무엇을 할 수 있나요?

XCrawl

프록시 관리

190개국 프리미엄 프록시 풀을 활용한 ML 기반 프록시 선택 및 회전

XCrawl

AI 기반 지문 추적

고유한 HTTP 헤더, 자바스크립트, 브라우저 지문으로 동적 콘텐츠에 강인함을 보장합니다.

XCrawl

CAPTCHA 우회

자동 재시도와 CAPTCHA 우회로 데이터 수집이 끊기지 않습니다.

XCrawl

대용량 데이터 추출

배치당 최대 1만 개의 URL에서 여러 페이지 데이터를 동시에 추출하세요.

XCrawl

다양한 결과 전달 방식

SFTP, AWSS3 등 클라우드 저장소로 데이터 수령 또는 API로 결과 즉시 받기

XCrawl

예약 스크래핑

원하는 빈도로 자동·맞춤화된 데이터 수집 주기 설정, 결과는 클라우드 저장소로 바로 전달됩니다.

XCrawl

유지보수 없는 인프라

프록시 유지보수와 인프라 고민 없이 크롤러 시스템 구축 불필요

XCrawl

높은 확장성

맞춤화 지원과 쉬운 통합

XCrawl

24/7 실시간 지원

궁금한 점이나 문제가 생기면 전문적으로 지원해드립니다.

XCrawl 투명함

유연한 가격

투명한 웹 스크래핑 가격정책, 유연한 API 구독제. 데이터 추출 비용 비교, 크롤러 액세스 구매, 무료로 시작해 성장에 맞춰 확장하세요.

월간
연간 HOT

스케일 플랜

더 많은 파워와 전담 지원이 필요한 팀을 위한 대용량 요금제.

더 높은 속도제한, 더 많은 동시 브라우저, 우선 지원을 누리세요.

영업 부서 문의
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PagesJaunes.fr Leads with Emails & Phones Scraper API

Unlock PagesJaunes.fr business leads effortlessly with our PagesJaunes.fr Leads with Emails & Phones Scraper API. Designed for backend developers, this robust web scraping API bypasses complex JavaScript rendering and anti-bot measures, delivering structured JSON data including emails, phones, and profiles. Perfect for email scraper and lead scraper needs using Python, JavaScript, or Node.js integrations.

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Aides-Entreprises.fr Scraper API

The Aides-Entreprises.fr Scraper API is your ultimate scraper fr solution for backend developers targeting French business aid data. Effortlessly extract search results, grant details, provider info, and category lists without parsing woes, IP blocking, or CAPTCHA hurdles. Get clean JSON outputs via simple API calls for scalable, real-time data access.

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고객의 실제 평가

★★★★★
5.0

The zumper scraper transformed our rental analytics; dataset property quality is unmatched with easy Python integration.

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

Fast property data api access powers our market reports—crawler properties delivery is accurate and scalable.

Sarah Kim
Sarah Kim
Real Estate Analyst
★★★★★
5.0

Seamless JSON from the Zumper Property Scraper API; no more manual parsing headaches.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Dataset property exports saved weeks of work for our lead gen campaigns.

Emily Chen
Emily Chen
Growth Manager
★★★★★
4.9

Reliable crawler properties at scale; integrated in hours with their SDK.

David Lopez
David Lopez
CTO
★★★★★
5.0

Property data api freshness keeps our app competitive in rentals.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Zumper scraper handles proxies flawlessly; uptime is fantastic.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Clean dataset property for ML models—highly recommend for real estate.

Rachel Gupta
Rachel Gupta
Data Scientist
★★★★★
4.9

Crawler properties automation boosted our investment decisions instantly.

Tom Harris
Tom Harris
Founder
★★★★★
5.0

Effortless property data api scaling; best tool for Zumper scraping.

Nina Santos
Nina Santos
Senior Developer
★★★★★
5.0

The zumper scraper transformed our rental analytics; dataset property quality is unmatched with easy Python integration.

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

Fast property data api access powers our market reports—crawler properties delivery is accurate and scalable.

Sarah Kim
Sarah Kim
Real Estate Analyst
★★★★★
5.0

Seamless JSON from the Zumper Property Scraper API; no more manual parsing headaches.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Dataset property exports saved weeks of work for our lead gen campaigns.

Emily Chen
Emily Chen
Growth Manager
★★★★★
4.9

Reliable crawler properties at scale; integrated in hours with their SDK.

David Lopez
David Lopez
CTO
★★★★★
5.0

Property data api freshness keeps our app competitive in rentals.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Zumper scraper handles proxies flawlessly; uptime is fantastic.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Clean dataset property for ML models—highly recommend for real estate.

Rachel Gupta
Rachel Gupta
Data Scientist
★★★★★
4.9

Crawler properties automation boosted our investment decisions instantly.

Tom Harris
Tom Harris
Founder
★★★★★
5.0

Effortless property data api scaling; best tool for Zumper scraping.

Nina Santos
Nina Santos
Senior Developer
★★★★★
5.0

The zumper scraper transformed our rental analytics; dataset property quality is unmatched with easy Python integration.

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

Fast property data api access powers our market reports—crawler properties delivery is accurate and scalable.

Sarah Kim
Sarah Kim
Real Estate Analyst
★★★★★
5.0

Seamless JSON from the Zumper Property Scraper API; no more manual parsing headaches.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Dataset property exports saved weeks of work for our lead gen campaigns.

Emily Chen
Emily Chen
Growth Manager
★★★★★
4.9

Reliable crawler properties at scale; integrated in hours with their SDK.

David Lopez
David Lopez
CTO
★★★★★
5.0

Property data api freshness keeps our app competitive in rentals.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Zumper scraper handles proxies flawlessly; uptime is fantastic.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Clean dataset property for ML models—highly recommend for real estate.

Rachel Gupta
Rachel Gupta
Data Scientist
★★★★★
4.9

Crawler properties automation boosted our investment decisions instantly.

Tom Harris
Tom Harris
Founder
★★★★★
5.0

Effortless property data api scaling; best tool for Zumper scraping.

Nina Santos
Nina Santos
Senior Developer
★★★★★
5.0

The zumper scraper transformed our rental analytics; dataset property quality is unmatched with easy Python integration.

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

Fast property data api access powers our market reports—crawler properties delivery is accurate and scalable.

Sarah Kim
Sarah Kim
Real Estate Analyst
★★★★★
5.0

Seamless JSON from the Zumper Property Scraper API; no more manual parsing headaches.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Dataset property exports saved weeks of work for our lead gen campaigns.

Emily Chen
Emily Chen
Growth Manager
★★★★★
4.9

Reliable crawler properties at scale; integrated in hours with their SDK.

David Lopez
David Lopez
CTO
★★★★★
5.0

Property data api freshness keeps our app competitive in rentals.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Zumper scraper handles proxies flawlessly; uptime is fantastic.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Clean dataset property for ML models—highly recommend for real estate.

Rachel Gupta
Rachel Gupta
Data Scientist
★★★★★
4.9

Crawler properties automation boosted our investment decisions instantly.

Tom Harris
Tom Harris
Founder
★★★★★
5.0

Effortless property data api scaling; best tool for Zumper scraping.

Nina Santos
Nina Santos
Senior Developer
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
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XCrawl사용자 최고 평점
리더
XCrawl리더
가장 쉬운 사용성
XCrawl가장 쉬운 사용성
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How does the Zumper Property Scraper API architecture work?
Our cloud-based crawler properties engine sends requests through proxies, parses dynamic content, and returns structured JSON via REST endpoints for instant dataset property access.
What factors determine pricing for the property data api?
Pricing scales with request volume, data freshness needs, concurrent scrapers, and storage for historical dataset property; starter plans from $49/month.
What Zumper data coverage and limitations exist?
Full coverage of public listings, searches, and profiles; excludes private/logged-in content. 100+ cities supported with 95%+ field accuracy.
Is the zumper scraper legally compliant?
We scrape only publicly available data, adhering to robots.txt and terms where possible; always consult legal for your use of dataset property.
What integration support is available?
SDKs for Python/Node.js, detailed docs, API playground, and Slack support for custom crawler properties setups.

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