Automated Valuation Model Data

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Deed & Mortgage Data Automated Valuation Model Data Building Permit Data HOA Data Loan Originator Contact Data Land Parcel Data MLS Real Estate Data Mortgage Assignment and Release Data NMLS Loan Originator Data Pre-Foreclosure Data Probate, Pre-Probate, & Divorce Data Property Data Real Estate Listing Data Rental Data

U.S. Automated Valuation Model (AVM) Data for Fast, Accurate Property Valuations

Access nationwide AVM Data from The Warren Group to estimate current market values across millions of U.S. properties. Power lending decisions, portfolio valuations, underwriting, collateral monitoring, and AI-driven analytics with mathematically rigorous, multi-source-verified property valuations.
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INSIDE THE DATASET

What is Real Estate Listing Data?

Real Estate Listing Data from The Warren Group is a comprehensive dataset capturing detailed information about residential and commercial properties currently or historically on the market across the United States.

The dataset includes property details, pricing information, listing history, listing agent information, listing dates, property features, and neighborhood context—providing buyers, sellers, lenders, and analysts with a unified view of listing activity nationwide.

With timely listing intelligence, organizations can analyze market trends, evaluate property values, and target opportunities with precision.

Core data categories include:

•       Property details, type, and features

•       Asking price, rent, and pricing history

•       Property history and ownership transfers

•       Listing agent and office information

•       Listing date, status, and days on market

•       Neighborhood and location attributes

KEY BENEFITS

Turn Listing Activity into Market Intelligence

Power Valuations & AVMs

Power Valuations & AVMs

Feed pricing models and AVMs with current and historical listing data.

Surface Market Opportunities

Surface Market Opportunities

Identify motivated sellers, hot markets, and pricing trends with timely listing intelligence.

Enhance Lending & Insurance Decisions

Enhance Lending & Insurance Decisions

Combine listing data with property and transaction data to improve underwriting.

Build Better Property Search

Build Better Property Search

Deliver up-to-date listings, search, and discovery experiences to end users.

USE CASES

AVM Data Applications Across Industries

Mortgage Lenders & Financial Institutions
  • Support loan origination, refinance, and home equity decisions
  • Calculate LTV ratios and monitor collateral values
  • Power pre-qualification and instant pre-approval workflows
  • Provide instant property valuations to buyers and sellers
  • Identify acquisition and disposition opportunities
  • Evaluate large investment portfolios efficiently
  • Determine replacement cost and market value for underwriting
  • Set appropriate coverage levels and premiums
  • Assess portfolio exposure across regions
  • Support property tax assessments and appeals
  • Ensure fair and equitable valuations across jurisdictions
  • Monitor housing market value trends
  • Enrich internal datasets with current market values
  • Train AVM, AI, and predictive models on standardized inputs
  • Build dashboards and analytics for valuation intelligence
COVERAGE & SCALE

Nationwide Coverage with Deep Historical Insight

Total Deed And Mortgage Records
0 M+
Properties Covered
0 M+
Counties Across The United States
0 +
Years Of Historical Transaction Data
0

Ongoing updates with new recordings, changes, and corrections.

DATA FIELDS / WHATS INCLUDED

Comprehensive AVM Attributes

The dataset includes detailed, standardized fields for every valuation:

  • Property Address
  • FIPS
  • Property ID
  • APN
  • Final Value
  • High Value

  • Low Value
  • Confidence Score
  • Standard Deviation
  • Valuation Date
  • Recording Timestamp
  • Recording Type

DELIVERY OPTIONS

Flexible Data Delivery for Any Workflow

The Warren Group offers multiple delivery methods to integrate seamlessly into your systems:

Delivery Methods

  • Bulk Data Files
  • SFTP / Secure File Transfer
  • Amazon S3 Bucket
  • REST API / Feed API
  • Direct Email Delivery

Formats

  • CSV, XLS, TXT

Update Frequency

  • Monthly updates available
  • Adds, changes, and deletes provided

Licensing Options

  • One-time data purchase
  • Monthly subscription
  • Annual licensing
  • Usage-based delivery
SAMPLE DATA / PROOF

Explore Our Real Estate Listing Data

Request a sample of our Real Estate Listing Data dataset to evaluate:

•       Field structure and listing attributes

•       Geographic and historical coverage

•       Active and off-market completeness

Download Sample Dataset
WHY THE WARREN GROUP

A Trusted Leader in Real Estate Data
for Over 150 Years

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Organizations choose The Warren Group for:

Unmatched Historical Depth

Decades of real estate data expertise combined with 15+ years of standardized national transaction data.

National Scale with Local Accuracy

Deep relationships and expertise in public record data collection and normalization.

Flexible Data Licensing & Delivery

Customizable solutions designed to meet enterprise, analytics, and operational needs.

Customer-First Approach

Responsive support, tailored datasets, and hands-on guidance to ensure successful implementation.

RELATED DATASETS
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Start Leveraging Real Estate Listing Data Today

Power your applications, models, and decisions with one of the most comprehensive U.S. listing datasets available.

•       Speak with a Data Specialist

•       Request Sample Data

•       Get Pricing

Speak with a Data Specialist
Data Specialist
Get Pricing

Expand Your Data Strategy

Enhance your analysis by combining Real Estate Listing Data with:

•       MLS Real Estate Data

•       Property Data

•       Automated Valuation Model (AVM) Data

•       Deed & Mortgage Data

•       Land Parcel Data