Homes.com Introduces AI-Powered Conversational Home Search Tool

Homes.com has launched an artificial intelligence-driven home search platform, marking a shift toward conversational property searches in the real estate industry.

The new tool, called Homes AI, allows users to search for homes and neighborhoods using both voice and text input, providing immediate, interactive responses. The platform integrates with Microsoft Azure OpenAI, enabling advanced conversational capabilities for those seeking properties.

Homes AI offers visualization options such as the ability to digitally remove furnishings from images and apply search filters, even when users phrase their requests in natural language. The system is designed to guide users by drawing on property data, 3D Matterport tours, neighborhood information, and proprietary school data.

To support compliance with fair housing requirements, Homes AI incorporates guardrails that prevent the system from responding to queries that could violate relevant regulations. The platform also ensures that user data remains within the Homes.com ecosystem and is not used to train external artificial intelligence models.

What the numbers show

• Homes AI was launched on February 17, 2026
• The platform is integrated with Microsoft Azure OpenAI technology
• Homes AI utilizes 3D Matterport tours and proprietary school data

Users can ask detailed questions about schools, commute times, or neighborhood trends, and receive instant answers generated by the AI system. This approach is intended to streamline the home search process by allowing buyers to describe their preferences in plain language, without needing to navigate traditional data silos.

According to Homes.com’s head of product, Livia Sponseller, the conversational search feature is designed to make it easier for buyers to express their needs and receive relevant results. The company states that the tool is intended to enhance the work of real estate agents, not replace them, as all inquiries are directed to the listing agent for follow-up.

Homes AI’s integration of advanced search and visualization features reflects a broader trend in the real estate industry toward leveraging artificial intelligence for improved user experiences. The platform’s design prioritizes data privacy and regulatory compliance, according to information published by Homes.com and its parent company.

Industry reaction

CoStar Group’s founder and CEO, Andy Florance, said in a statement that Homes AI transforms the process of shopping for a home into a more dynamic and personalized experience for users.

Homes.com’s head of product, Livia Sponseller, stated that the conversational search capability helps eliminate barriers between buyers and property data, allowing for more intuitive interactions during the home search process.

* This article is based on publicly available information at the time of writing.