AI can now assess the upside potential of your neighborhood
Attom has introduced an AI-powered neighborhood ranking tool that rates counts based on expected home price growth, giving real estate professionals a way to compare neighborhoods within the same market.
Neighborhood performance has long been difficult to measure at scale. Atom is launching a tool that aims to change that.
Atom has introduced ResiScorean artificial intelligence-powered analytics offering that ranks residential areas based on expected housing market performance.
The tool assigns each housing census a percentile ranking from 1 to 100 within the metropolitan area, based on projected home price growth over a 24-month horizon, the company said. It is built on technology from ResiShares, which Attom acquired in January 2026.
ResiScore draws on decades of housing data and combines signals including long-term price trends, recent appreciation, price acceleration, forecast growth and volatility into a single composite score, Attom said in a statement. The model is designed to balance responsiveness with stability, avoiding overreaction to short-term market shifts.
“ResiScore builds on our strategy to deliver AI-powered real estate intelligence through our data foundation and enterprise data licenses,” Rob Barber, CEO of Attom, said in a statement. “Our clients have always relied on us for comprehensive real estate data, but they haven’t had a consistent way to evaluate neighborhoods within a market at scale.”
“The gap between the strongest and weakest neighborhoods within a single market is often greater than the gap between the markets themselves,” Aaron Wagner, head of data science at Attom, said in a statement. “By ranking neighborhoods within a market based on expected appreciation, ResiScore helps clients identify where advantage emerges and where disadvantage builds.”
Attom said the tool supports investment targeting, lending and portfolio risk assessment, location selection and market analysis. It also works with the company’s existing automated valuation models to give users a broader view of property values and neighborhood performance.
ResiScore is available through Attom’s data delivery platforms, including Bulk Data Licensing and Snowflake.
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