Get Started

Real Estate Datasets
Scrape Real Estate Data

Retail Scrape offers structured and insight-rich Real Estate Datasets that support smarter property decisions across residential and commercial markets. Our solutions are designed to Scrape Real Estate Data from multiple platforms, capturing essential metrics such as pricing, availability, neighborhood insights, and historical trends.

bg
We are the top pricing intelligence company for these leading business enterprises.
Alibaba
AliExpress
Amazon
apple
Costco
eBay
Google-Shopping
hm
Kohls
Samsung
Shopify
Shopware
Target
Walmart
Wayfair
WooCommerce
Alibaba 1
Amazon 1
Best Buy 1
ebay 1
Flipkart 1
Lazada 1
Shopee 1
Shopware 1
Walmart 1

Accurate Property Insights Backed by Real Estate Data

Gain strategic advantages with our curated Real Estate Property Dataset designed to uncover patterns in buyer demand, property availability, and location-specific performance. Access well-organized Property Price Data to compare historical values, monitor fluctuations, and assess investment potential.

List of Data Fields

Retail Scrape extracts structured Real Estate Market Data and delivers a well-organized Real Estate Listings Dataset to support smarter investment, pricing, and forecasting strategies. Our curated data fields enable precise, scalable, and actionable analysis for residential and commercial segments.

    roperty Name

    isting Price

    rice Trend

    rea Size

    rice PerSqft

    roperty Type

    roject Name

    loor Details

    HK Count

    ath Count

    ocation Info

    Locality Score

    Zip Code

    Nearby Schools

    Transit Access

    Construction Year

    Furnishing Status

    Facing Direction

    Builder Name

    Agent Name

    Legal Status

    Property Age

    Listing Date

    Last Update

    Image Links

    Amenities List

    Loan Option

    Availability Tag

    Possession Date

    Seller Contact

List-of-Data-Fields

Pricing begins at just $20 and includes complimentary datasets to kickstart your analysis.

Harness our datasets for impactful insights and informed decisions.

Dataset Collection Process

Data-Identification
Need Mapping
Source-Selection
Source Planning
Data-Extraction
Smart Extraction
Data Validation
Instant Validation
Data-Storage
Ready Delivery
Data-Identification

Need Mapping

This initial phase identifies the required data for your business case, such as buyer preferences, pricing behavior, or location metrics. Whether you need Residential And Commercial Property Datasets, this step ensures alignment with your data objectives before collection begins.

Source-Selection

Source Planning

We select trusted websites and platforms that align with your project focus. This helps deliver consistent and verified records, making your final Real Estate Analytics Dataset more accurate, meaningful, and ready for integration into internal systems or advanced BI platforms.

Data-Extraction

Smart Extraction

Using robust scraping techniques, we collect data at scale while maintaining precision. This stage ensures that the final Real Estate Dataset For Market Analysis supports actionable strategies and geo-targeted decision-making, whether inventory, pricing, or location-specific data.

Data-Validation

Instant Validation

Our built-in checks clean, verify, and format scraped data immediately. With structured results, this ensures that Real-Time Housing Market Data Collection efforts remain accurate and compliant with dynamic real estate source changes and frequently updated property listings.

Data-Storage

Ready Delivery

Finally, we clean, structure, and format data into models suitable for predictive analysis, producing a polished Real Estate Price Prediction Model Dataset. This ensures seamless integration with ML tools or dashboards for forecasting price trends, regional demand shifts, or investment scoring.

Advanced Real Estate Intelligence & Analytical Solutions

We provide customized solutions structured around rich Real Estate Property Dataset models to help decode pricing shifts, location desirability, and buyer preferences. Our framework leverages comprehensive Real Estate Market Data to identify patterns and predict outcomes across residential and commercial segments. With curated access to Real Estate Price Dataset layers, clients can uncover high-potential areas, compare market activity, and optimize their property strategies precisely.

    Price Trends

    Buyer Behavior

    Rental Insights

    Location Scoring

    Market Fluctuations

    Sales Velocity

    Demand Forecast

    Inventory Depth

Advanced-Real-Estate-Intelligence-&-Analytical-Solutions

Flexible File Output Formats for Seamless Integration

We deliver Real Estate Datasets in flexible formats like CSV, JSON, and XML, ensuring smooth integration with your systems and tools.

Choose from multiple formats based on your preference or system requirements.

Select a format that best integrates with your analytics tools.

Easily incorporate downloaded data into your current data processing workflows.

Store and process data efficiently with various compatible formats available.

Flexible-File-Output-Formats-for-Seamless-Integration
Unified-Real-Estate-Market-Data-with-Real-Time-Visual-Insights.webp

Unified Real Estate Market Data with Real-Time Visual Insights

Transform your Real Estate Market Data into interactive visual dashboards for more intelligent reporting and strategy planning. Our integration-ready solutions ensure that every Real Estate Analytics Dataset is structured for seamless compatibility with business intelligence tools.

Combine diverse real estate data streams for unified analysis

Maintain accuracy and formatting across datasets

Generate real-time, interactive dashboards to identify trends

Highlight key pricing and demand indicators for various regions

Why Choose Retail Scrape?

1. Expertise in handling complex data scraping projects across industries.
2. Advanced tools and technologies ensure accurate and efficient data extraction.
3. Customizable scraping solutions tailored to meet your specific requirements.
4. Timely and reliable data delivery for informed business decision-making.
5. Ethical scraping practices ensure compliance with legal and regulatory standards.
6. Experience in scraping large datasets with minimal impact on websites.
7. Scalable solutions designed to handle growing data extraction needs.
8. For integration, flexible data formats, including CSV, JSON, and XML.
9. Seamless integration with existing systems for smooth data processing.
10. A dedicated support team is available to address your data scraping needs.
Transform Your Market Approach with Trusted Real Estate Datasets
Leverage our precise Real Estate Datasets to uncover market trends, analyze property values, and gain actionable insights that empower smarter investment and strategic planning in the property sector.
2-5-Billion
2.5 Billion
Rows Of Data Collected
Websites-Under-Daily-Surveillance
70,000
Websites Under Daily Surveillance
Monitored-Every-Month
130 Countries
Monitored Every Month
Product-Attributes
1200+
Product Attributes
10-years
10 years
in business
FAQ
How do we compare urban and suburban properties?
Our Residential And Commercial Property Datasets enable side-by-side analysis of different property types, helping investors understand value variations across diverse locations and markets.
What data improves real estate market insights?
The Real Estate Dataset For Market Analysis delivers detailed pricing, inventory, and buyer behavior data crucial for making informed property investment decisions.
When is property pricing data updated?
With Real-Time Housing Market Data Collection, property prices and listings are continuously refreshed, providing the most current market snapshot for timely decision-making.
How can AI enhance property valuation?
Using the Real Estate Dataset For Machine Learning, developers train models that predict price trends and assess market risks with increased accuracy and efficiency.
What enables localized apartment price studies?
The Apartment Price Dataset By Zip Code offers detailed pricing breakdowns by area, assisting analysts in understanding neighborhood-level market dynamics.
How do we develop accurate price forecasting tools?
Our Real Estate Price Prediction Model Dataset combines historical and current market data to build robust models for precise future price estimates.

The most highly rated pricing intelligence solution on Google

“We've consistently relied on Retail Scrape for our market and price intelligence requirements since 2013, and they have consistently provided us with exceptionally high-quality service. The data they have consistently delivered has always been exact and reliable.”

James Wilson

“The implementation process was incredibly swift and straightforward, and in just a few months of usage, Retail Scrape has more than justified its cost by saving us a significant amount of time that would otherwise have been spent manually checking web prices. We highly recommend it.”

Emma Shattock

“Our business and operations partners are known for their exceptional collaboration, ensuring timely and responsive customer service. Their solution-oriented approach consistently delivers significant customer value.”

Eric Evans

“I highly commend Retail Scrape's team for their exceptional work and would wholeheartedly endorse their products to fellow startups. Their solution and infrastructure are truly impressive.”

Roy Krakovski

“Without a doubt, our ongoing collaboration with Retail Scrape is assured. As our company expands, it's clear that we will increasingly harness the potential of Retail Scrape's products in the long term.”

Andrew Jones

Contact Our Responsive Team Now!
Simplified Solutions

Effortlessly managing intricacies with customized strategies.

Your Compliance Ally

Mitigating risks, navigating regulations, and cultivating trust.

Worldwide Expertise

Leveraging expertise from our internationally acclaimed team of developers

Round-the-Clock Support for Uninterrupted Progress

Reliable guidance and assistance for your business's advancement


Talk to us
Talk to us