Residential Real Estate
Home buyers want to know what neighbors are like and the experiences a new location has to offer. Spatial.ai data helps home buyers search by “what the neighbors are saying,” and helps real estate websites differentiate and personalize their home search.
![](https://cdn.prod.website-files.com/6317a01895a9ee0d227935ae/63bf0b3a654be08c82c16c44_kw-app.webp)
#
Social insights
Reveal what locals say
Help homebuyers find their ideal neighborhood by showing them what locals are talking about on social media.
#
Predictive Modeling
Improve AVM performance
The Proximity dataset helps Automated Valuation Models pick up what other datasets can't: the social vibrancy and activity in an area.
![](https://cdn.prod.website-files.com/6317a01895a9ee0d227935ae/641493282138b0712d0fded0_coffee-lovers-map.webp)
![](https://cdn.prod.website-files.com/6317a01895a9ee0d227935ae/63bf0b3d742dd355222c111c_neighborhood-scores.webp)
#
Personalization
Personalize neighborhood recommendations
Use a homebuyer's previous neighborhood or liked home activity to recommend similar neighborhoods.
Related resources
Discover the customer insights you need to grow
Schedule a free, personalized demo to see the data in action.