Real Estate Listing Data

Additional Data Solutions

Explore our additional real estate data solutions below.

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. Real Estate Listing Data for Property Search, Market Analysis, and Investment Intelligence

Access nationwide Real Estate Listing Data from The Warren Group covering active and historical listings, pricing history, listing agents, and market trends. Power valuations, lead generation, market research, and PropTech applications with one of the most comprehensive listing datasets available.

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INSIDE THE DATASET

What is Automated Valuation Model (AVM) Data?

Automated Valuation Model (AVM) Data from The Warren Group is a tech-driven property valuation dataset that uses mathematical modeling, recent sales prices, market trends, and geographic information to estimate the current market value of residential properties across the United States.

Often referred to as "desktop valuations," AVMs deliver objective, uniform, and near real-time property values with minimal human intervention—standardizing valuations at scale across portfolios, geographies, and property types.

Each AVM record is paired with confidence scores, high/low value ranges, and detailed subject-property characteristics so users can interpret valuations with precision.

Core data categories include:

  • Estimated current market value (Final Value)
  • High and low value ranges
  • Confidence score and standard deviation
  • Subject property characteristics
  • Valuation date and recording timestamp

 

KEY BENEFITS

Turn Property Valuations into a Competitive Advantage

Accelerate Lending Decisions

Accelerate Lending Decisions

Generate instant property values for loan origination, refinance, home equity, and pre-qualification workflows—reducing turn times and appraisal costs.

Strengthen Portfolio Risk Management

Strengthen Portfolio Risk Management

Monitor loan-to-value (LTV), collateral health, and exposure across mortgage portfolios with refreshed valuations.

Enable Predictive Modeling & AI

Enable Predictive Modeling & AI

Feed structured, standardized AVM values into machine learning models for forecasting, pricing, and risk analytics.

Standardize Valuations at Scale

Standardize Valuations at Scale

Replace inconsistent manual appraisals with objective, uniform values across geographies and property types.

USE CASES

Real Estate Listing 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

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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 AVM Data Today

Bring fast, accurate, and scalable property valuations into your lending, investment, and analytics workflows.

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Expand Your Data Strategy

Enhance your analysis by combining Automated Valuation Model (AVM) Data with: