Automating Real Estate Data Pipelines for Seamless Data Flow
Data pipelines play an important role in enabling the flow of information in real estate applications for everything from property listings and market analytics to automated home value estimates with tools like Xome’s ValueYourHome®. Xome® collects massive amounts of data from various sources to equip home buyers, sellers, and real estate investors with actionable insights. […]
Improving Comparable Sales with AI and Machine Learning
Automated Valuation Models (AVMs) use various data points to estimate a property’s value — comparable sales being a significant one. AVMs like the Xome Value® cannot accurately estimate a property’s value without access to and enhanced processing of comparable sales data. Without this, it is challenging to get a complete picture of current market conditions, […]
The Battle Between Accuracy and Coverage in Automated Valuation Models
Learn about the relationship between accuracy, coverage, and data limitations in automated valuation models for property appraisal.
Why a Global Property Identifier is Necessary to the Future of Real Estate
Learn how global property identifiers can solve the challenges of property identification and data communication.
4 Challenges of Developing Multiple Real Estate Websites With a Common Codebase
Learn how Xome tackles challenges with using common codebases for development across multiple real estate websites.
4 Key Elements of Building High-Quality Real Estate Automated Valuation Models
Explore the four key elements that you should look for in a high-quality, reliable automated valuation model.
Integrating WebP for Optimized Real Estate Website Images
Why Xome has moved to the WebP image format: a better user experience and reduce page load time on its real estate website.
5 Machine Learning Libraries That Are Powering Real Estate Technology
The Xome® real estate and auction applications are developed using a combination of data and machine learning. Several libraries are used in machine learning, each offering its own unique set of functionalities. The choice of which machine learning libraries we use has a significant impact on our user’s application experience. Different machine learning libraries offer […]
5 Reasons to Use Automated Valuation Models for Quick Property Valuations
Discover the reasons why you should use automated valuation models (AVMs) to get quick and accurate property valuations.
Powering Home Alerts and Notifications with Elasticsearch Percolator
Unlock the power of Elasticsearch Percolator to enhance home search performance and enable customized notifications.