Attom has introduced an AI-powered neighborhood ranking tool. This tool scores census tracts based on projected home price growth rates and provides a way for real estate professionals to compare neighborhoods within the same market.
Measuring neighborhood performance at scale has long been difficult. Attom is launching a tool aimed at changing that.
Attom has introduced ResiScore, an artificial intelligence-powered analytics service that ranks residential neighborhoods based on predicted housing market performance.
The tool assigns each housing tract a percentile rank from 1 to 100 within the metro area based on 24-month expected home price growth, the company said. It is built on technology from ResiShares, which Attom acquired in January 2026.
Atom said in a statement that Regiscore leverages decades of residential real estate data and combines signals such as long-term price trends, recent price increases, price acceleration, expected growth and volatility into a single composite score. The model is designed to avoid overreaction to short-term market changes and balance responsiveness with stability.
“ResiScore builds on our strategy to deliver AI-powered real estate intelligence through our data foundation and enterprise data licenses,” Attom CEO Rob Barber said in a statement. “Our clients have always relied on us for comprehensive real estate data, but they didn’t have a consistent way to value neighborhoods within large markets.”
“The disparity between the strongest and weakest regions within a single market is often greater than the disparity between the markets themselves,” Aaron Wagner, head of data science at Atom, said in a statement. “By ranking neighborhoods within a market based on their expected rate of appreciation, ResiScore helps clients identify where upward trends are emerging and where downward trends are increasing.”
Atom said the tool supports investment targeting, loan and portfolio risk assessment, site 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 bulk data licenses and Attom’s data delivery platforms, including Snowflake.
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