Market and Location Analytics

Market Trends. Location Insights. Housing Indicators.

Understand Real Estate Markets with Greater Clarity

Market and Location Analytics provides a comprehensive, AI-ready view of real estate activity by combining housing trends, affordability metrics, and location-based insights. By bringing together property, loan, and demographic signals, these datasets help organizations understand market dynamics, identify emerging opportunities, and make more informed decisions.

Part of ATTOM’s AI-Powered Intelligence platform, Market and Location Analytics is designed to support analytics, modeling, and machine learning – enabling users to track trends over time, compare markets and uncover patterns that support forecasting and data-driven strategy.

ATTOM > Solutions > AI-Powered Property Intelligence > Market & Location Analytics

Comprehensive Market and Location Data Coverage

Access real estate datasets that capture key indicators across housing, lending, and local market conditions. The data is structured and standardized to support analytics, forecasting, and AI-driven decision-making at scale.

School Ratings

Locate the best elementary, middle and high schools in your neighborhood by reviewing valuable and direct parent and student feedback on school safety, health measures, academics, athletics, teachers and more.

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Sales Trends

Delivers nationwide historical home sales statistics by geography, including sales counts, average prices, and median prices. Sourced from deed data across 2,700+ counties, the data dates back to 2005 (some to 2000) and is available monthly, quarterly, or annually.

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Housing Inventory

Tracks properties currently listed or entering the market, providing insight into supply levels across geographies.

Home Affordability

This report analyzes median home prices derived from publicly recorded sales deed data collected by ATTOM and average wage data from the U.S. Bureau of Labor Statistics. The affordability index measures various factors to help identify areas of investment opportunity and emerging market shifts.

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Loan Trends

ATTOM analyzes recorded mortgage and deed of trust data across single-family homes, condos, townhomes and multi-family properties. Dollar volume is calculated using total loan originations and average loan amounts.

Vacancy Rates

This report analyzes publicly recorded real estate data — including foreclosure status, equity, and owner-occupancy status — matched against monthly updated vacancy data that indicates whether a property has been flagged as vacant.

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Flipping Reports

Analyzed sales deeds at various geography levels on properties bought and sold within 12 months to identify trends, returns and more.

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Rentals

ATTOM’s rental data is used to analyze single-family rental returns across the entire U.S., to reveal the best single-family rental markets and those areas where rental rates are outpacing home prices or vice versa.

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Opportunity Zones

This report offers a historic look at census tract level home sale prices among those qualified opportunity zones, providing a detailed overview on key data points surrounding qualified opportunity zones deemed by Congress in the Tax Cuts and Jobs Act of 2017.

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iBuyer Trends

Tracks the activity and impact of iBuyer business models, including where they are purchasing, the types of homes acquired, and volume and price point trends — providing data-driven insight into their influence on local markets.

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How Industries Can Use Market and Location Analytics

Real Estate & Institutional Investors

Identify high-growth markets, evaluate investment opportunities, and track performance across regions using housing trends and demand signals.

Mortgage & Lending Organizations

Understand borrower demand, regional affordability, and lending trends to inform origination strategy and market expansion.

Real Estate Portals & Rental Platforms

Enhance search and discovery experiences with localized market insights, rental trends, and neighborhood-level data.

Government & Housing Agencies

Support housing policy, urban planning, and affordability initiatives with data on inventory, vacancy rates, and local market conditions.

Mortgage Technology & Data Platforms

Integrate market and location intelligence into applications and analytics solutions to power insights, automation, and user experiences.

Marketing & Data Providers

Refine targeting strategies and audience segmentation using location-based trends, housing activity, and demographic signals.

FAQs

What is Market and Location Analytics?

Market and Location Analytics provides data on housing trends, affordability, lending activity, and local market conditions to help users better understand real estate markets.

What types of data are included?

The dataset includes sales trends, inventory levels, affordability metrics, loan activity, rental data, school ratings, and opportunity zone designations.

How can this data be used in analytics and modeling?

Market and Location Analytics data supports forecasting, market comparison, investment analysis, and data-driven application development.

How is this data delivered?

Data is available via API, bulk delivery, or cloud platforms, allowing seamless integration into existing systems and workflows.

ATTOM’s Data is Your Business Advantage

Comprehensive

A multi-sourced, enhanced national warehouse that contains information on more than 160 million U.S. properties including:

70+ Billion Rows of Data
9,000 Data Fields
30TB Warehouse
99% Population Coverage

Flexible

Access ATTOM through a variety of flexible solutions to consume the most efficient real estate data for your specific business needs including:

Quality Data

Our rigorous Enterprise Data Management Program (EDMP) involves more than 20 steps that validate, standardize and enhance the real estate data we collect:

Property Address Standardization
Owner Name Parsing
ATTOM ID Matching
Fusion of Multi-Sourced Data
Data Governance

Learn more about ATTOM and view our Table of Data Elements.

Market and Location Analytics

Understand Real Estate Markets with Greater Clarity

Comprehensive Market and Location Data Coverage

Housing Inventory

Loan Trends

How Industries Can Use Market and Location Analytics

FAQs

What is Market and Location Analytics?

What types of data are included?

How can this data be used in analytics and modeling?

How is this data delivered?

ATTOM’s Data is Your Business Advantage

Comprehensive

Flexible

Quality Data

Understand Markets. Identify Opportunity. Act with Confidence.