Find your home
the way you think

ag3nt.homes combines natural language understanding, visual similarity search, and neighborhood intelligence to transform how you discover homes.

Start a Conversation How It Works
80%
Use 2 or More Platforms
<5%
Satisfied with Real Estate Tech
83%
Want Natural Language Search
~85%
Want Expanded Neighborhood Intel

The home search experience is fundamentally broken

Real estate search technology hasn't evolved meaningfully in two decades. The dominant platforms still rely on filter-based interfaces that force users to translate their lifestyle preferences into database queries. This creates a frustrating disconnect between how people think about homes and how they're forced to search for them.

Our research across 530+ home searchers reveals a fragmented experience: users bounce between multiple platforms, each offering incomplete information. The primary frustration isn't lack of listings—it's the cognitive overhead of managing searches across multiple tools while fighting algorithmic manipulation designed to maximize lead generation rather than match quality.

The opportunity is clear: home searchers want to describe what they're looking for in natural language, show visual examples of their aesthetic preferences, and get comprehensive neighborhood context—all in one conversation.

Source: ag3nt.homes Consumer Research Study, 2025 (n=530+)
80%
of home searchers use two or more platforms because no single solution provides complete information
83%
want to search using natural language descriptions rather than traditional filter interfaces
63%
would likely try an AI-native home search platform with natural language and visual search capabilities

Meet ag3nt—your AI home search assistant

ag3nt is an AI assistant built from the ground up to help you find a home. Not a chatbot bolted onto a listing database. Not a search engine with filters. A conversational partner that understands what you're actually looking for.

Tell ag3nt what you need in plain English. Show it photos of spaces you love. Ask it about neighborhoods, schools, commute times—anything. ag3nt combines natural language understanding, visual AI, and comprehensive neighborhood data to surface homes that actually match how you think about where you want to live.

Core Technology

Three capabilities that change everything

Natural Language Search

Describe what you're looking for the way you'd tell a friend. ag3nt understands complex, multi-faceted requests combining location preferences, lifestyle factors, budget constraints, and must-have features—without dropdown menus or filter fatigue.

Natural language search demo
"3-bedroom homes near good schools within 30 minutes of downtown, under $500k, with a yard for our dog"

Visual Similarity Search

Upload a photo or click any listing image to find homes with similar aesthetics. Powered by CLIP technology, ag3nt understands visual style, architectural elements, and design preferences that traditional keyword search can't capture.

Visual similarity search demo
"Find me more kitchens that look like this one" → Identifies modern farmhouse aesthetic, white cabinets, brass hardware

Neighborhood Intelligence

Every listing comes with integrated context: school ratings, walkability scores, commute times, safety data, and local amenities. Ask questions naturally and get comprehensive answers without leaving the conversation.

Neighborhood intelligence demo
"What's the commute to downtown? Are there good coffee shops nearby? How are the elementary schools?"
How It Works

Search like you're talking to a knowledgeable friend

ag3nt is an AI assistant that happens to help with home search—not a real estate website with chatbot features bolted on. The difference is fundamental: every interaction is designed around conversation, not forms.

Anonymous by default. No account required. No contact info harvesting. Search freely.
You control agent contact. When you're ready to tour, you initiate. No lead selling.
Initial market access. MLS data across Florida, Arizona, and Utah—expanding nationally by 2027.
I'm looking for a mid-century modern home in Tampa, 3 bedrooms, good schools nearby, under $600k
I found 12 mid-century modern homes matching your criteria. 5 are in the Seminole Heights area, which has top-rated elementary schools and that classic 1950s-60s architecture you're looking for. Would you like me to show those first, or should I expand to include nearby neighborhoods?
Show me those. And what's the commute to downtown from there?
Here are the 5 Seminole Heights listings. The commute to downtown Tampa averages 12-18 minutes depending on the specific street—most of these are within a mile of I-275 access. I've sorted by closest to the highest-rated elementary school, Mitchell Elementary (rated 8/10).

Ready to search different?

Start a conversation with ag3nt. Free for home searchers, no account required.

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