Introduction
NeighborhoodScout is a neighborhood data and analytics platform operated by Location, Inc. that provides detailed location intelligence at the neighborhood, zip code, and city level across the United States. The platform aggregates and analyzes data on crime rates, school quality ratings, demographic profiles, housing trends, rental yields, and neighborhood characteristics. It serves real estate investors, agents, home buyers, relocation professionals, and data users seeking granular insights into specific locations.
The platform distinguishes itself by focusing on micro-neighborhood granularity—geographic areas significantly smaller than traditional zip codes—and offering predictive analytics for home price appreciation. Real estate investors and proptech platforms use NeighborhoodScout data to evaluate investment opportunities, assess risk, and understand local market dynamics. The platform is also available through API for enterprise customers requiring bulk data access and integration with other systems.
What NeighborhoodScout Sells
NeighborhoodScout offers neighborhood-level analytics and real estate data delivered through multiple channels. The platform serves two primary customer segments: individual consumers and professionals via direct subscription, and enterprises via API licensing and bulk file delivery.
The consumer offering provides access to neighborhood reports containing crime analysis, school quality ratings, demographic insights, housing market data, and home price trends and forecasts. Customers purchase report credits based on their subscription tier and can download reports in PDF format or view them online. Reports cover all neighborhoods and addresses across the United States.
For enterprises, NeighborhoodScout licenses datasets containing hundreds of data elements related to real estate economics, employment, demographics, school information, and crime risk. Data is available through API integration, bulk flat files, match and append services, and shapefiles. Enterprise pricing for data licensing starts at $5,000 annually.
Key Features
Data Coverage and Geographic Scope
NeighborhoodScout covers 100 percent of the United States at multiple geographic levels: states, cities, zip codes, neighborhoods, and micro-neighborhoods. The micro-neighborhood level represents the highest resolution offered, with approximately 218,000 micro-neighborhoods nationwide—roughly ten times finer than traditional zip code granularity. Data is available for every address in America.
Data Categories and Dimensions
The platform aggregates over 600 characteristics per neighborhood including school quality, housing costs, crime rates, income levels, home age and style, building density, rental versus owner-occupied mix, educational attainment, employment types, economic trends, crime trends, home price appreciation history, unemployment data, and walkability metrics. Crime data breaks down risk by specific categories: murder, rape, robbery, assault, burglary, theft, and motor vehicle theft.
Scout Vision Trends and Forecasts
Scout Vision is NeighborhoodScout’s proprietary home price forecasting tool. It provides three-year and five-year home price appreciation forecasts at the micro-neighborhood level, along with historical appreciation trends. The company states that Scout Vision forecasts have up to 90 percent predictive accuracy. The methodology draws on data spanning nearly half a century and employs 200+ independent variables across 23 custom multivariate models developed by industry veterans and PhD geographers.
School Quality Ratings
NeighborhoodScout provides nationally comparable school quality ratings for all schools, school districts, and neighborhoods in America. The company states these are the only nationally normalized school ratings available, enabling direct comparison of school quality across different states and regions.
Data Freshness and Updates
Scout Vision data is calculated and updated quarterly, with new data typically released approximately two months after the end of each quarter. Home appreciation rate data are based on transactions involving conforming, conventional mortgages as reported by the Federal Housing Finance Agency and other sources.
Data Sources
NeighborhoodScout draws from multiple sources including the U.S. Census Bureau, U.S. Department of Education, U.S. Bureau of Labor Statistics, U.S. Bureau of the Census, U.S. Department of Housing and Urban Development, U.S. Geological Survey, Federal Housing Finance Agency, and reported crime data from law enforcement agencies. The company processes approximately 9 million reported crimes annually using spatial algorithms.
Platform Capabilities
- Neighborhood Match: A search tool that uses up to 680 criteria to identify similar neighborhoods and rank matches geographically.
- Interactive mapping and reporting with neighborhood comparisons.
- Micro-neighborhood similarity analysis to identify comparable neighborhoods within any distance or nationwide.
- Price Advantage and Jobs Score Index ratings comparing locations to surrounding neighborhoods.
- Historical and projected rental price trends, ownership rates, and vacancy trends by neighborhood.
Pricing and Tiers
NeighborhoodScout offers consumer subscription plans in three tiers. Pro Lite provides 60 annual credits, Pro provides 120 annual credits, and Pro Plus provides 240 annual credits. Monthly billing is available as well, with Pro Lite offering 5 monthly credits, Pro offering 10 monthly credits, and Pro Plus offering 20 monthly credits. Each credit typically unlocks one detailed neighborhood report. Specific monthly prices are not listed on the public website, though reports indicate consumer subscriptions start around $30-$50 per month depending on the tier. Individual neighborhood reports can also be purchased without a subscription for approximately $30 per report.
All subscription tiers include access to 640+ data points per report, Scout Vision three-year home price appreciation forecasts, and unlimited access to state, city, and school reports. Reports are downloadable as PDFs and accessible online.
For enterprise customers, data licensing packages start at $5,000 annually. Custom pricing is available for higher volumes, API access, and bulk file processing. The company does not publish tiered pricing structures for enterprise plans.
Pros and Cons
Strengths
- Comprehensive micro-neighborhood coverage with data granularity at census block group level, enabling fine-grained location comparisons within zip codes and cities.
- Scout Vision forecasting tool provides quantified appreciation projections rather than generalizations.
- National school quality ratings allow apples-to-apples school comparison across state lines.
- Crime data includes spatial algorithms for consistent, comparable risk scoring across neighborhoods.
- Established data methodologies backed by historical data spanning multiple decades.
- Accessible user interface for address-level and neighborhood-level searches.
- Multiple delivery formats (online reports, PDF downloads, API, bulk files) accommodate different user needs.
Weaknesses
- Paywall restricts detailed neighborhood data to subscribers; free tier provides limited information.
- Subscription costs accumulate for users generating many reports regularly.
- Scout Vision forecasts are statistical projections and do not account for unforeseen market events or local policy changes.
- Crime data methodology, while stated to use spatial algorithms, depends on reported crime incidents which vary in completeness by jurisdiction.
- Historical appreciation data reflect trends for existing homes via conventional mortgages, potentially underrepresenting all-cash or non-conforming transactions.
- Neighborhood characterization relies partly on aggregated Census data, which has limitations around data age and granularity for very small geographies.
Alternatives
- Dwellsy IQ provides raw unit-level rental data sourced directly from property management software, covering single-family, multifamily, residential, and commercial properties. The data is normalized across markets and supports pricing engines, AVMs, underwriting, and portfolio monitoring. Dwellsy IQ targets tech platforms, investors, hedge funds, banks, insurance companies, AVM providers, appraisers, and research institutions seeking rental data at the property level rather than aggregated neighborhood insights.
- Niche is a neighborhood and school research platform that publishes school grades, neighborhood ratings, and lifestyle data. It includes crime data, demographic profiles, and housing information. Niche focuses on consumer-friendly presentation and is commonly used by homebuyers and families evaluating school districts, with less emphasis on real estate investment analysis and micro-neighborhood forecasting.
- AreaVibes provides neighborhood profiles with crime rates, walkability, school information, and demographic data comparable to NeighborhoodScout. It offers search and matching tools to find neighborhoods based on user preferences. AreaVibes is a direct competitor in consumer-facing neighborhood research, though without the same depth of micro-neighborhood price forecasting.
- Sperling’s BestPlaces delivers neighborhood research, city and state rankings, climate data, and quality-of-life metrics. It focuses on lifestyle and relocation considerations rather than real estate investment analysis and home price forecasting.
- Walk Score provides walkability ratings, transit scores, and bike scores for addresses and neighborhoods. While narrower in scope than NeighborhoodScout, it is frequently used alongside broader neighborhood platforms as a supplement for transportation and lifestyle metrics.
FAQ
What geographies does NeighborhoodScout cover?
NeighborhoodScout covers 100 percent of the United States, including all 50 states and every neighborhood and address. Data is available at the state, city, zip code, neighborhood, and micro-neighborhood level, with the highest resolution being approximately 218,000 micro-neighborhoods nationwide—roughly ten times finer than zip code geography.
How current is NeighborhoodScout data?
Scout Vision and other analytical data are updated quarterly, with new releases approximately two months after quarter end. Home appreciation data reflect transactions from recent periods, though the underlying methodology incorporates historical trends spanning decades. Some demographic data incorporates Census Bureau information and may vary in age depending on the specific metric.
Can I access NeighborhoodScout data programmatically or in bulk?
Yes. Enterprise customers can license NeighborhoodScout data via API integration, bulk flat file delivery, match and append services, or shapefiles. Licensing packages start at $5,000 annually. Individual consumers access data through the web platform and downloadable PDF reports.
How accurate are Scout Vision home price forecasts?
NeighborhoodScout states that Scout Vision three-year property appreciation forecasts achieve up to 90 percent predictive accuracy. The methodology employs 200+ variables and 23 custom multivariate models tested over 16 years, drawing on historical data spanning approximately 50 years. However, forecasts are statistical projections and cannot predict unexpected market disruptions or policy changes.
What types of crime data does NeighborhoodScout provide?
NeighborhoodScout provides crime risk scores for specific offense types including murder, rape, robbery, assault, burglary, theft, and motor vehicle theft. Data comes from approximately 9 million reported crimes processed through spatial algorithms designed to generate nationally comparable risk scoring. Crime data is updated quarterly along with other analytics.
