Buy U.S. Parcel & Land Records Dataset

Supercharge your land intelligence, property research, ownership tracking, or geospatial analysis with verified U.S. parcel and land records data. Whether you’re a real estate investor, land developer, proptech platform, title company, legal firm, GIS analyst, or data aggregator, our parcel data solutions give you direct access to millions of mapped land records—accurate, structured, and ready to use. No guesswork. Just precise parcel-level intelligence when and where you need it.

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Data Overview

Country Coverage

Pricing Details

Use Cases

Delivery Options

Industries Covered

Data Samples

Parcel ID	APN	Owner Name	Property Address	City	State	ZIP	County	Land Use	Zoning	Lot Size	Building Area	Year Built	Last Sale	Assessed Value	Market Value	Tax	Latitude	Longitude
P-100001	123-456-789	John Smith	123 Maple St	Austin	TX	73301	Travis	Residential	R1	0.25	1,850	2005	$350,000	$320,000	$360,000	$5,200	30.2672	-97.7431
P-100002	987-654-321	ABC Holdings LLC	456 Oak Ave	Los Angeles	CA	90001	Los Angeles	Commercial	C2	1.2	8,500	1998	$1,250,000	$1,100,000	$1,300,000	$18,500	34.0522	-118.2437
P-100003	555-888-222	Maria Gonzalez	789 Pine Rd	Miami	FL	33101	Miami-Dade	Residential	R2	0.4	2,200	2010	$475,000	$450,000	$500,000	$6,800	25.7617	-80.1918
P-100004	222-333-444	Green Farms Inc	Rural Route 5	Des Moines	IA	50301	Polk	Agricultural	AG	15	0	—	$900,000	$850,000	$920,000	$12,300	41.5868	-93.625
P-100005	777-111-999	David Lee	321 Birch Blvd	Seattle	WA	98101	King	Residential	R1	0.18	1,600	1995	$650,000	$600,000	$700,000	$7,900	47.6062	-122.3321

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50 States

Nationwide Coverage

1M+ Agents

Verified Agent Records

GDPR & HIPAA

Compliance-ready data.

2+ Years

Historical Data

Explore Trusted Parcel & Land Records Data Across the USA

Gain instant access to a comprehensive, structured, and scalable U.S. parcel and land records data solution with APISCRAPY’s premium Parcel & Land Records Dataset. Our dataset covers residential, commercial, agricultural, and vacant land parcels across all 50 states, sourced from county assessor offices, cadastral maps, land registries, and public ownership records.

Each record is enriched with key parcel-level attributes including parcel ID (APN), ownership details, land use classification, zoning information, lot size, boundary data, subdivision details, legal descriptions, and geospatial coordinates. Historical ownership transfers, deed records, and land characteristics are also included to provide a complete view of every parcel.

Whether you’re building GIS mapping systems, conducting land acquisition research, verifying ownership records, performing title analysis, or training AI-powered land intelligence models, APISCRAPY’s parcel and land records data enables faster, more informed decisions with confidence.

You can filter parcel data by state, county, city, ZIP code, land use type, zoning classification, lot size, ownership type, or transaction history—giving you precise insights without inconsistencies or duplication.

Choosing APISCRAPY means choosing clean, frequently updated, and fully normalized parcel intelligence that integrates seamlessly into your workflows. From raw land records to enriched geospatial datasets, our solution scales with your business needs.

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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. Parcel & Land Records Data Use Cases

Explore how APISCRAPY’s U.S. Parcel & Land Records Dataset delivers accurate, structured, and frequently updated land ownership and parcel intelligence that supports smarter land acquisition, geospatial analysis, and scalable decision-making across land-driven industries.

Land Ownership Verification & Title Research

Access verified ownership records, deed history, and parcel identifiers to confirm legal ownership, track title transfers, and streamline title research processes for real estate professionals, legal teams, and title companies.

GIS Mapping & Geospatial Analysis

Leverage precise parcel boundaries, latitude/longitude coordinates, and land segmentation data to build advanced GIS applications, mapping platforms, and spatial analysis tools for planning and development.

Land Acquisition & Development Planning

Identify suitable land parcels for development by analyzing zoning codes, land use classifications, lot sizes, and subdivision data. Developers and investors can efficiently evaluate site feasibility and expansion opportunities.

Zoning & Land Use Analysis

Understand how land is designated and regulated across regions using zoning classifications and land use data. This supports compliance checks, redevelopment planning, and strategic land utilization.

Infrastructure & Urban Planning

Support city planning, infrastructure development, and public policy decisions by analyzing parcel distribution, land utilization patterns, and growth trends across urban and rural areas.

Agricultural Land Analysis & Resource Management

Evaluate agricultural parcels using land size, usage classification, and ownership data to optimize farming operations, resource allocation, and rural land investments.

Property Boundary & Legal Dispute Resolution

Use accurate parcel boundary data and legal descriptions to resolve boundary disputes, support land surveys, and ensure compliance with land ownership regulations.

Environmental & Land Risk Assessment

Assess environmental exposure, land constraints, and geographic risk factors using parcel-level geospatial data to support sustainable development and risk mitigation strategies.

Real Estate Data Integration & PropTech Applications

Integrate parcel-level data into real estate platforms, CRM systems, and analytics tools to enhance property intelligence, improve user insights, and enable data-driven innovation.

AI-Powered U.S. Parcel & Land Records Dataset

We use advanced AI-driven data processing to enrich our multi-source U.S. Parcel & Land Records Dataset—ensuring accuracy, consistency, and high-confidence land intelligence.

01.

Parcel and land records data is collected from verified county assessor offices, cadastral systems, public land registries, and recorded deed transactions across the United States.

02.

The data is cleaned, deduplicated, and standardized—removing outdated ownership records, validating parcel boundaries, aligning zoning classifications, and correcting inconsistencies.

03.

We enrich parcel records with geospatial intelligence, ownership history, land use classifications, zoning data, and boundary mappings—helping you analyze land patterns, verify ownership, and make informed decisions 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. Parcel & Land Records Dataset supports a wide range of industries by delivering verified, structured, and frequently refreshed land and ownership intelligence. Each sector uses this data to improve operational accuracy, reduce risk, and scale data-driven land analysis.

Mobile Shopping Real Estate Marketplaces & Property Platforms

Power property search, parcel visualization, and land discovery tools with accurate ownership data, parcel boundaries, and land attributes.

House Property Owners & Asset Management Companies

Track land ownership records, parcel changes, and land use classifications to manage assets and monitor portfolio expansion.

Stock Market Real Estate Investors & Institutional Funds

Identify land acquisition opportunities, ownership patterns, and underutilized parcels for long-term investment and development.

Location Pin Banking, Lending & FinTech Platforms

Verify land ownership, parcel legitimacy, and zoning compliance to support loan approvals and reduce land-related risks.

Healthcare Insurance Providers

Assess land boundaries, location risks, and property usage data to evaluate exposure and support underwriting decisions.

Content Government & Land Administration Authorities

Analyze land ownership records, zoning distribution, and parcel data to support taxation, compliance, and policy planning.

Research PropTech & Condition Intelligence Platforms

Build mapping platforms, land intelligence tools, and AI-powered geospatial applications using enriched parcel datasets.

School Urban Planners & Policy Researchers

Study land use distribution, zoning impact, and parcel-level development trends for better urban planning decisions.

Digitalization Academic & Geospatial Research Institutions

Conduct spatial analysis, land ownership studies, and regional development research using structured parcel data.

Telecommunication Corporate Real Estate & Infrastructure Teams

Identify suitable land parcels for network expansion, site selection, and infrastructure deployment.

Auction Smart City & Infrastructure Planning Teams

Evaluate land availability, zoning regulations, and parcel distribution to support smart city initiatives and development planning.

Bullhorn Utilities & Service Providers

Plan service expansion, utility mapping, and infrastructure deployment by analyzing parcel boundaries and land usage patterns.

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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Product Related FAQ’s

1. What is included in the U.S. Parcel & Land Records Dataset?

The dataset includes parcel IDs (APN), ownership details, land use classification, zoning codes, lot size, parcel boundaries, legal descriptions, geospatial coordinates, and historical ownership records.

2. How is parcel data collected?

Parcel and land records data is sourced from verified county assessor offices, cadastral systems, public land registries, and recorded deed transactions across the United States.

3. How frequently is the dataset updated?

The dataset is regularly refreshed to ensure accuracy, incorporating the latest ownership changes, zoning updates, and newly recorded land transactions.

4. Can I filter the parcel data based on specific criteria?

Yes, you can filter data by state, county, city, ZIP code, land use type, zoning classification, lot size, ownership type, and transaction history.

5. Does the dataset include geospatial data for mapping?

Yes, it includes latitude/longitude coordinates and, where available, parcel boundary polygons for GIS mapping and spatial analysis.

6. Is this dataset suitable for GIS and mapping applications?

Absolutely. The dataset is structured and enriched specifically for seamless integration into GIS platforms and geospatial analytics tools.

7. Can I access historical ownership and deed records?

Yes, the dataset includes historical ownership transfers and deed records to help track property lineage and title history.

8. Who can benefit from this dataset?

Real estate investors, developers, title companies, legal firms, GIS analysts, government agencies, and proptech platforms can all benefit from this data.

9. Is the data standardized and cleaned?

Yes, all records are cleaned, deduplicated, and standardized to remove inconsistencies and ensure high-quality, reliable data.

10. Can the dataset be customized based on my business needs?

Yes, you can request customized datasets based on location, parcel attributes, ownership type, or specific use cases to match your requirements.

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