Buy U.S. Real Estate & Location Intelligence Dataset

Supercharge your real estate analytics, location intelligence, site selection, investment modeling, or market research with verified U.S. real estate and geospatial data. Whether you’re a real estate investor, proptech platform, GIS provider, lender, insurer, urban planner, mobility company, or data aggregator, our real estate + location data solutions give you direct access to millions of structured property records enriched with precise geographic intelligence—fast, compliant, and reliable. No guesswork. Just actionable property and location insights exactly when and where you need them.

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Customize your Data

Data Overview

Country Coverage

Pricing Details

Use Cases

Delivery Options

Industries Covered

Data Samples

Field Name	Data Type	Description	Example
Parcel ID (APN)	String	Assessor Parcel Number	01-2345-6789
Legal Description	Text	Official land record description	Lot 12, Block B, Green Acres
Lot Size (Sq Ft)	Numeric	Total land area	5,240
Lot Size (Acres)	Numeric	Land in acres	0.12

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Need Specific Data? Let’s Talk

50 States

Nationwide Coverage

1M+ Agents

Verified Agent Records

GDPR & HIPAA

Compliance-ready data.

2+ Years

Historical Data

Explore Trusted U.S. Real Estate & Location Data Across the USA

Gain instant access to a comprehensive, structured, and scalable U.S. real estate and location intelligence solution with APISCRAPY’s premium Real Estate & Location Dataset. Our dataset covers residential, commercial, rental, and land properties across all 50 states, enriched with precise geographic, neighborhood, and spatial context sourced from county records, parcel GIS databases, census datasets, transportation networks, and points-of-interest intelligence.

Each record is enriched with key real estate and location attributes including property characteristics, ownership and transaction history, parcel boundaries, latitude/longitude, zoning classification, neighborhood demographics, school zones, amenities proximity, transit access, environmental risk indicators, and market area identifiers such as ZIP code, census tract, city, county, and metro region.

Whether you’re building property search platforms, performing site selection, running location scoring models, conducting market expansion analysis, mapping real estate trends, or training geospatial AI models, APISCRAPY’s real estate and location data enables faster, smarter spatial decisions with confidence.

You can filter real estate and location data by state, city, ZIP code, census geography, property type, land use, zoning type, proximity radius, demographic profile, transit distance, or market boundary—giving you accurate spatial insights without outdated or fragmented records. Choosing APISCRAPY means choosing clean, frequently refreshed, and fully normalized real estate and location intelligence that integrates seamlessly into mapping, analytics, and decision systems. From raw property feeds to enriched geospatial intelligence, our dataset scales with your business.

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APISCRAPY is an AI-driven web scraping and automation tool that converts any web data into ready-to-use data API. The tool is capable to extract data from websites, process data, automate workflows, classify data and integrate ready-to-consume data into database or deliver data in any desired format.

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Ready to Transform Your Real Estate Decisions?

Get access to reliable U.S. Real Estate Data—covering agents, pricing trends, locations, and more. Perfect for real estate professionals, businesses, investors, and anyone curious about the market.

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Customize your Data

What Information Does the List Contain?

Our U.S. legal court data list is packed with rich, actionable details that empower your business, research, or legal solutions. Each record is meticulously structured and verified to ensure maximum value and usability. Here’s a snapshot of the information you’ll receive:

Full Name of individuals involved (defendants, plaintiffs, etc.)

Case Description and nature of the offense or legal matter

Case Type – Civil, Criminal, Traffic, or specialized court categories

Address & Contact Information (where publicly available)

Court Name & Jurisdiction

Citation or Docket Numbers

Filing Date & Violation Date

Statute Codes referenced in the case

Disposition & Plea Details

Demographic Data (Race, Sex, DOB – where legally permitted)

Vehicle & Accident Info (for traffic and DUI-related cases)

Attorney & Arresting Agency Info (when applicable)

Court System Classification – District, Municipal, State-level, etc.

This is just a sample of the data you can expect. At APISCRAPY, we understand that your needs may be unique, and that’s why we offer fully customizable datasets. Whether you need additional case details, specific court systems, or extra metadata tailored to your exact requirements, we’ll work with you to deliver the data that fits your business perfectly.

Trusted by

Country Coverage

(4 Countries)

North America (2)

United States Of America

Canada

Australia (1)

Austraila

Europe (1)

United Kingdom

Suitable Company Sizes



Small Business



Medium-sized Business



Enterprise

750+ Happy Clients

& Growing

2500+

Projects delivered

12+

Years of Sharing & Caring

U.S. Real Estate & Location Intelligence Data Use Cases

Explore how APISCRAPY’s U.S. Real Estate & Location Intelligence Dataset delivers accurate, structured, and frequently updated property and geospatial intelligence that supports smarter spatial decisions, site selection, market expansion, and scalable real estate analytics across location-driven industries.

Location-Based Market Analysis & Spatial Trends

Analyze property distribution, land use patterns, neighborhood composition, and geographic market dynamics across cities, ZIP codes, and metro regions. This enables reliable location benchmarking and spatial market forecasting.

Site Selection & Location Scoring Model

Power location scoring engines using proximity to amenities, transit access, demographics, zoning, and neighborhood attributes. Businesses and investors use this data to identify optimal property and development locations.

Real Estate Search Platforms & Map-Based Discovery

Build advanced property search and mapping platforms enriched with parcel boundaries, geocoded addresses, neighborhood context, and nearby points of interest to enhance user discovery and location awareness.

Urban Planning, Zoning & Land Use Analysis

Evaluate zoning classifications, land use distribution, parcel layouts, and neighborhood density patterns to support planning decisions, development feasibility studies, and municipal analysis.

Mobility, Accessibility & Catchment Analysis

Assess accessibility to transit, highways, commercial centers, and services using distance and travel-time metrics. This supports retail catchment analysis, logistics planning, and commuter-focused real estate insights.

Demographic & Neighborhood Intelligence Modeling

Combine property data with population, income
density, income, household, and socio-economic indicators to analyze neighborhood profiles and market segmentation opportunities.

Environmental & Location Risk Assessment

Measure exposure to flood zones, climate risk, hazard areas, and environmental constraints alongside property locations to support risk modeling, insurance analysis, and resilient development planning.

Market Expansion & Territory Planning

Define and analyze market boundaries such as cities, ZIP codes, census tracts, and metro areas to identify expansion zones, underserved regions, and location-based growth opportunities.

Portfolio Spatial Analysis & Asset Mapping

Map and monitor large property portfolios with geospatial context to understand geographic concentration, regional exposure, and location performance patterns across assets.

AI-Powered U.S. Real Estate & Location Intelligence Dataset

We use advanced AI-driven geospatial data processing to enrich our multi-source U.S. Real Estate & Location Intelligence Dataset—ensuring accuracy, consistency, and high-confidence spatial intelligence across property and geographic records.

01.

Real estate and location data is collected from verified county property records, parcel GIS databases, census geographies, transportation networks, zoning authorities, and trusted points-of-interest sources across the United States.

02.

The data is cleaned, deduplicated, and spatially standardized—removing invalid geometries, aligning geographic boundaries, normalizing addresses, validating coordinates, and resolving cross-source inconsistencies.

03.

We enrich real estate records with parcel boundaries, geolocation precision, neighborhood context, zoning attributes, accessibility metrics, and environmental indicators—helping you analyze spatial patterns, evaluate locations, and act with confidence.

Easy Integration

Oracle

MySQL

MS SQL Server

PostgreSQL

Microsoft Access

Redis

MongoDB

Snowflake

Elastic search

IBM Db2

Sqlite

Cassandra

Databricks

Splunk

Azure SQL

Apache Hive

Google BigQuery

Neo4j

Data Listing Plan Comparison Table

The Data Listing Plan Comparison Table provides a concise overview of APISCRAPY’s available plans, allowing you to easily compare features, pricing, and benefits. It highlights key aspects such as data entries, update frequency, and support, helping you choose the plan that best fits your needs.

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Data Fields	Basic Plan	Premium Plan
Access to Core Data Fields	R	R
Advanced Data Fields	Q	R
Contact/Email/Phone Data	Q	R
Pricing Insights / Market Trends	Q	R
Custom Field Requests	Q	R
Real-Time Data Updates	Q	R
Historical Data Access	Q	R
Data Download Formats	CSV, JSON	CSV, JSON, Excel, XML
API Access	R	R
Data Filtering & Query Options	Q	R
Data Freshness	Weekly Updates	Daily or Real-Time
Priority Support	Q	R
Usage Analytics Dashboard	Q	R
SLA & Data Accuracy Guarantee	Q	R
Data Access Quota (Searches)	2,000 searches/month	Unlimited Searches
CRM Enrichment	Manual Only	Automatic Enrichment
Workflow Automation	Email Alerts Only	Full Automation (Zapier, etc.)
CRM Filters / Integrations	Basic Filters Only	Advanced CRM Filtering
Dedicated Account Manager	Q	R
Number of Users	1 User Included	5 Users Included, +$X per extra user

Data Delivery Options



Delivery Methods

How the data is transferred or accessed by the user.

S3 Bucket

SFTP

Email

UI Export

REST API

SOAP API

Streaming API

Feed API

Google Cloud Storage (GCS)

Azure Blob Storage

Google Drive / Dropbox



Update Frequency

How often the data is updated or made available.

secondly

minutely

hourly

daily

weekly

monthly

quarterly

yearly

real-time

on-demand

Custom Schedule



Data Formats

The file or structural format in which data is provided.

.bin

.json

.xml

.csv

.xls

.sql

.txt

HTML (for human-readable previews)

PDF reports

ZIP (compressed packages)

Get Free APISCRAPY Real Estate Data Sample Now!

Industried Covered

Our U.S. Real Estate & Location Intelligence Dataset supports a wide range of industries by delivering verified, structured, and frequently refreshed property and geospatial intelligence. Each sector uses this data to improve location decisions, reduce spatial risk, and scale data-driven real estate and mapping operations.

Real Estate Marketplaces & Map-Based Property Platforms

Power location-aware property search, map visualization, and neighborhood discovery tools with precise geocoded listings and spatial context.

Property Owners & Real Estate Asset Management Companies

Monitor geographically distributed assets, location exposure, and regional performance using parcel-level and neighborhood intelligence.

Real Estate Investors & Institutional Funds

Identify high-potential locations, emerging growth corridors, and spatial investment opportunities using market geography and accessibility signals.

Banking, Lending & FinTech Platforms

Strengthen collateral analysis and location risk assessment using zoning, neighborhood, and environmental context linked to properties.

Insurance & Risk Assessment Providers

Evaluate exposure to flood zones, hazard areas, and environmental risks by combining property locations with geospatial risk layers.

Government, Land & Planning Authorities

Analyze land use, parcel distribution, zoning coverage, and urban patterns to support planning, taxation, and land administration.

PropTech, GIS & Location Intelligence Technology Companies

Build spatial analytics platforms, location scoring engines, and geospatial AI models using normalized real estate and geographic data

Urban Planners & Regional Development Researchers

Study neighborhood structure, density, accessibility, and land-use patterns to guide sustainable urban growth strategies.

Academic & Spatial Economic Research Institutions

Conduct geospatial research on housing distribution, regional inequality, urbanization, and spatial economic development.

Corporate Real Estate, Retail & Site Selection Teams

Assess proximity to customers, workforce, transit, and amenities to optimize facility placement and expansion planning.

Infrastructure & Smart City Planning Organizations

Evaluate spatial development patterns, land availability, and urban connectivity to prioritize infrastructure investments.

Utilities, Telecom & Service Network Providers

Plan service coverage, network expansion, and demand forecasting using property density and geographic distribution insights.

Our assurance to security & quality

Why You Should Go With APISCRAPY



Experience

12+ years
of sharing and caring.



Projects

2500+ Projects
delivered with a smile.

F

Retention

98%
engagement success rate.



Quick

Scale-up
as per your requirement.



Certified

ISO 9001 & 27001
data quality & security.



Clients

750+
served across industries.

Compliant with the Highest Data Privacy Standards

APISCRAPY is proudly certified by the Ethical Web Data Collection Initiatives. We collect only publicly available, business-related information—never private or sensitive data. We strictly avoid scraping content behind login-protected or restricted areas.

Learn about data transparency ➜

Client Testimonials

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Does this product fit your data needs?

Get in touch with our team to start unlocking your data solutions.

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Product Related FAQ’s

1. What is the U.S. Real Estate & Location Intelligence Dataset?

It is a structured, comprehensive dataset covering properties, parcels, neighborhoods, and geospatial attributes across the U.S. Includes property details, ownership, zoning, amenities, transit, and neighborhood intelligence. Designed for analytics, investment, mapping, and AI applications.

2. Which types of properties are included?

Residential, commercial, rental, and land properties across all 50 states. Each record includes geolocation, property characteristics, and market-relevant metrics. Data covers active, historical, and transaction-based properties.

3. How is the location data sourced?

Data comes from county assessor offices, GIS parcel databases, census records, transit networks, and POI sources. It is verified, normalised, and enriched with spatial and environmental context. This ensures accuracy for mapping, analytics, and location scoring models.

4. Can I filter the dataset by geography?

Yes, filters include state, city, ZIP code, census tract, metro area, and even parcel-level coordinates. You can combine location filters with property type, land use, or valuation metrics. This enables targeted analytics and precise site selection.

5. How often is the data updated?

The dataset is frequently refreshed to include new transactions, property updates, zoning changes, and neighborhood data. Historical and trend data are also maintained for longitudinal analysis. Updates ensure reliable insights for investment and research decisions.

6. Who can benefit from this dataset?

Real estate investors, proptech platforms, lenders, insurers, GIS providers, urban planners, and research institutions. Any organization needing accurate property, neighborhood, or geospatial intelligence can leverage it.It supports analytics, portfolio monitoring, AI training, and mapping solutions.

7. Can the data be integrated into existing systems?

Yes, it comes in structured formats suitable for APIs, databases, GIS tools, and analytics platforms.
Data is normalized and compatible with standard property and geospatial software. Integration allows seamless workflow adoption across teams and applications.

8. Does the dataset include environmental and risk indicators?

Yes, it includes flood zones, climate exposure, hazard areas, and other geospatial risk layers.
This supports insurance, planning, and investment risk analysis. Environmental attributes are linked to property and location records for accurate assessment.

9. Can I use this data for predictive analytics or AI models?

Absolutely. The dataset is enriched with property features, neighborhood context, transaction history, and geospatial attributes. It’s ideal for AVMs, valuation engines, location scoring models, and predictive analytics. AI-ready structure enables high-confidence modeling and scenario planning.

10. How do I get a sample or customize the dataset?

You can download a free sample or request a customized dataset via APISCRAPY. Filters include location, property type, parcel size, zoning, and market indicators. Customization ensures the dataset meets your specific analytics and operational needs.

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