Real Estate Market Data — Automated and Delivered Daily

Real estate moves fast — the agent with better market data wins more listings, closes more deals, and builds a larger portfolio. OneScraper automates the market intelligence that most property professionals still do manually: tracking active Zillow listings across target ZIP codes, monitoring Airbnb nightly rates across competitive markets, pulling contractor and vendor directories for property management operations, and tracking Google Reviews for every competitor in your area. Whether you manage a single building or a portfolio of hundreds of properties, you get fresh, structured data every morning — without a single spreadsheet or manual search. The firms and agents who move on data the fastest build the most durable competitive advantages in real estate.

Start Free — 100 Credits on Signup

Why Real Estate Professionals Choose OneScraper

  • Track every active listing in your target ZIP codes — price, days on market, inventory trends — updated daily
  • Monitor Airbnb competitor pricing across your market without checking manually every night
  • Build contractor and vendor directories for any service area in minutes instead of weeks
  • Get Google Reviews for every competitor property manager in your market — see who's losing clients

The Data Your Agency Needs

Three essential data streams to stay ahead in the real estate market.

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Property Listings & Pricing (Zillow)

Zillow is the most visited real estate platform in the United States, listing over 135 million homes in its database. OneScraper extracts complete listing data including address, listing price, number of bedrooms and bathrooms, square footage, lot size, year built, days on market, price history, listing agent, and direct Zillow URL — for every active listing matching your criteria. Filter by ZIP code, city, price range, property type (single family, condo, multi-family), and listing status. This data feeds competitive market analysis reports, automated valuation models, and investment screening workflows that previously required manual research or expensive MLS subscriptions. Schedule daily runs to capture new listings the moment they appear and track price reductions as they happen.

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Short-Term Rental Intelligence (Airbnb)

The short-term rental market is driven entirely by real-time pricing intelligence — hosts who know what competitors are charging optimize their pricing and see 15-25% higher annual revenue than those setting static prices. OneScraper extracts Airbnb listing data including nightly rates, minimum stay requirements, occupancy signals, guest review scores, host response rates, amenities, and location coordinates for any city or neighborhood. Build a complete competitive picture of every STR property within your market area. Identify pricing gaps — nights and seasons where competitor prices are high but inventory is thin — and capitalize before other hosts do. This data is essential for property managers running STR portfolios and for investors evaluating the revenue potential of properties before acquisition.

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Contractor & Vendor Leads (Yellow Pages + Yelp)

Property management operations depend on reliable, rated contractor networks — but building and maintaining that network is time-consuming when done manually. OneScraper pulls Yellow Pages and Yelp contractor listings including business name, category, phone number, physical address, website, average star rating, total review count, and service area — for any city or region. Build your preferred vendor lists for plumbing, electrical, HVAC, landscaping, cleaning, painting, and general contracting in any market where you operate. For property management companies expanding into new markets, this is essential for standing up an operations network quickly. Run monthly refreshes to capture new contractors entering your markets and flag vendors whose ratings drop below your standards.

OneScraper Tools for Real Estate

Three powerful tools purpose-built for real estate market intelligence.

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Zillow Scraper

Track listing prices, inventory changes, and market trends by ZIP code — updated daily. Pull complete property data including days on market, price history, and listing agent details so your team has everything needed for CMA reports and investment analysis without manual searching.

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Airbnb Scraper

Monitor short-term rental pricing, availability, and competitor occupancy signals across any market or neighborhood worldwide. Extract nightly rates, review scores, amenity lists, and minimum stay requirements for every competing STR property in your target area.

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Yellow Pages Scraper

Build verified contractor and vendor directories for any market area in minutes — including phone numbers, ratings, website URLs, and category classifications. Essential for property management companies entering new markets and needing a reliable vendor network quickly.

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How Real Estate Professionals Use OneScraper

Automate the market research that keeps your team ahead of the competition.

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Competitive Market Analysis

Understanding what's for sale in your target market — and how prices are moving — is the foundation of every real estate decision. OneScraper pulls all active Zillow listings across your specified ZIP codes every morning, giving your team a fresh market snapshot before the day begins. Track not just current prices but price change history — how many listings reduced prices in the last 7 days, by how much on average, and in which neighborhoods. Monitor days-on-market trends to identify when market velocity is shifting — a rise in DOM is an early indicator of softening demand. For agents working buyer clients, build automated daily reports showing all new listings matching the client's criteria. For investment analysts, this data feeds acquisition screening models that previously required manual MLS searches. Export weekly trend reports automatically — no analyst hours required.

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Short-Term Rental Strategy

Airbnb pricing strategy in a competitive market requires knowing what every competitor is charging, every single night. OneScraper automates this competitive rate monitoring — pulling current nightly rates, minimum stay requirements, availability, and occupancy signals for all competing Airbnb listings in your market. Compare your rates against the market median for any night 30, 60, or 90 days out. Identify peak demand windows where competitor rates are high but availability is thinning — signals that you can raise your own prices without losing bookings. For property management companies managing multiple STR units, this intelligence is the difference between a 65% occupancy rate and an 85% occupancy rate. Build automated weekly rate review workflows that surface pricing opportunities without any manual research from your team.

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Contractor Network Building

When a property management company expands into a new city, one of the first bottlenecks is building a reliable contractor network. Calling and vetting contractors one by one can take weeks of phone calls. OneScraper pulls a complete directory of all rated contractors in any service category — plumbing, HVAC, electrical, roofing, landscaping — for any ZIP code or city, with their ratings, review counts, contact information, and website in minutes. Cross-reference with Google Reviews data to identify contractors with both high ratings and high review volume — a combination that signals consistent quality rather than a single great project. Flag any contractor whose rating drops below 4.0 stars month-over-month — an early warning sign before you experience a service failure at your properties. Build your master vendor list in a single afternoon rather than weeks of manual outreach.

Sample: Zillow Listing Data

Structured property data ready for your CRM or analytics platform.

Address Price Beds Baths Sq Ft Days on Market List Date Zillow URL
142 Oak Street, Miami, FL 33101 $485,000 3 2 1,840 12 2024-03-01 zillow.com/homes/...
87 Palm Ave, Boca Raton, FL 33432 $672,500 4 3 2,430 5 2024-03-08 zillow.com/homes/...
319 Coral Way, Fort Lauderdale, FL 33301 $395,000 2 2 1,120 28 2024-02-14 zillow.com/homes/...

How It Works

Three steps to automated real estate market intelligence.

1

Choose Your Data Source

Select Zillow for property listings, Airbnb for short-term rental rates, or Yellow Pages for contractor leads. Each tool is configured for the exact data points real estate professionals need — no technical setup, no coding, and no API keys required to get started.

2

Set ZIP Code & Filters

Enter your target ZIP codes, price range, property type, and number of records — from 100 to 10,000 per run. For Airbnb, specify the city and neighborhood. For Yellow Pages, specify the contractor category and service area. Schedule daily automatic runs to ensure your data is always current when your team starts work each morning.

3

Download & Analyze

Download clean CSV or JSON and import directly into your analytics platform, CRM, property management software, or Excel. Data arrives structured with consistent column headers, deduplicated, and ready for immediate analysis. Connect via our REST API for fully automated data pipelines that require no manual download steps.

10,000+
Listings tracked per run across any market
15-25%
Higher STR revenue with competitive pricing data
Minutes
To build a full contractor directory for any market
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We manage 340 residential units across four Florida markets. Every morning at 7am, OneScraper delivers fresh Zillow data for all our target ZIP codes — new listings, price reductions, days on market. Our analysts used to spend 3-4 hours building these reports manually. Now they focus on analysis and recommendations instead. We've also set up Airbnb rate monitoring for our short-term rental portfolio, which has improved our pricing accuracy significantly. OneScraper has become a critical part of our daily operations.

Sarah L.
Director of Market Intelligence, Property Management Firm, Florida

Frequently Asked Questions

Yes. Zillow publishes listing data publicly on their website — it's the same information visible to any internet user without any login or subscription. OneScraper collects only this publicly visible data in compliance with applicable law. Public real estate listing data has been consistently recognized as fair use for market analysis purposes. We collect property listing information, not private user data or agent contact information. Your legal or compliance team can review our full data collection policy documentation for a detailed breakdown.

You can run jobs manually at any time, or schedule them on any cadence — daily, twice daily, weekly, or custom. Most real estate teams run daily morning jobs so fresh market data is in their dashboards when the workday starts. Growth plan users can set up fully automated scheduled runs that execute without any manual trigger. For time-sensitive markets like Miami, Austin, or Phoenix where inventory moves quickly, daily runs are essential to capture new listings and price changes the day they happen. On the Free plan, you can run jobs manually as needed using your 100 monthly credits.

OneScraper collects all publicly visible Zillow listing fields: address, city, state, ZIP code, listing price, number of bedrooms, number of bathrooms, square footage, lot size, property type, year built, days on market, listing date, price history, listing status (active/pending/sold), listing agent name, and direct Zillow URL. For sold properties, it also captures sold price and sold date where publicly visible. This is a comprehensive dataset that covers every data point you'd need for CMA reports, investment analysis, and market trend tracking.

Yes — OneScraper's Airbnb tool supports any city or neighborhood worldwide where Airbnb operates. Enter your target location, specify the property type and minimum rating threshold if desired, and set the number of listings to retrieve. Data includes nightly base rate, cleaning fee, minimum nights, guest capacity, overall rating, number of reviews, host name, listing title, amenities list, and direct Airbnb URL. Run the same search monthly to track how the competitive landscape in your market is evolving — which new properties have entered the market, whose ratings have changed, and where pricing has shifted.

All OneScraper outputs are available as CSV or JSON download. CSV files import directly into Excel, Google Sheets, and the major CRM platforms with no reformatting needed. JSON is available for Growth plan users who want to push data directly into custom applications via our REST API. For property management software integrations (AppFolio, Yardi, Buildium), our CSV export format can be configured to match the import template of your platform. If you need a custom integration or data delivery format, our Professional Services team can configure this for enterprise accounts.

Start Tracking Your Real Estate Market

Start Free — 100 Credits