Case Study

JustPropertySearch: AI-Powered Real Estate

How we built a comprehensive AI-driven platform — home to the Lumen AI Investment Advisor, AI vacancy detection, virtual staging, and SightLine™ — that helps real estate investors discover, analyze, and act on property opportunities across a 150M+ property database spanning all 50 states.

150M+
Properties in Database
<1s
Response Time
50 States
Coverage

The Challenge

Real estate investors were spending hours manually searching for properties, driving neighborhoods looking for opportunities, and missing deals because they couldn't move fast enough. Existing platforms offered basic MLS search but lacked the AI intelligence to surface off-market opportunities or predict property vacancy.

The goal: build a platform that thinks like an experienced investor — scanning millions of data points, identifying patterns, and surfacing the best opportunities in real-time.

Key Features We Built

Lumen AI Investment Advisor

The platform's flagship conversational AI. Lumen analyzes property photos, estimates repair costs, calculates ROI potential, and produces deal scores on demand — letting investors evaluate opportunities in seconds instead of hours.

Natural Language & AI-Driven Search

Describe an ideal investment in plain English and the AI surfaces matching opportunities across 100+ advanced filters — including off-market deals traditional platforms miss.

Virtual Driving for Dollars with SightLine™

Proprietary technology that lets investors virtually scout neighborhoods from Street View. Point-and-identify targeting, custom route planning, and AI-powered image analysis surface distressed properties, vacant lots, and overlooked opportunities.

AI Vacancy Detection

Custom-trained models that flag vacant properties with 95%+ accuracy by fusing multiple signals — utility records, mail delivery patterns, and visual indicators from imagery.

AI Virtual Staging

One-click staging that transforms empty rooms into fully furnished listings across 10+ designer styles — helping investors market rehabs and flips without hiring a photographer or stager.

Live Lists & Real-Time Alerts

Dynamic saved searches that monitor the market 24/7 and push sub-second notifications the moment a new matching property hits — including weekends and holidays.

Comprehensive Lead Engine

20+ investor-grade lead categories in one platform: MLS (active, coming soon, price drops, failed), foreclosures (auction, preforeclosure, REO), owner situations (out-of-state, senior, empty nester, corporate-owned), tax delinquent, high-equity, cash buyers, and more.

Integrated Outreach Suite

Skip tracing with industry-leading accuracy, a built-in power dialer, Contacts CRM, and direct mail campaigns — the full prospect-to-close workflow lives inside the app, no external tools required.

Nationwide Data Foundation

150M+ properties aggregated from MLS, deeds, tax, and public records across all 50 states. Map-based search with polygon, circle, and freeform boundary drawing. Daily data refresh — including weekends.

The Result

JustPropertySearch launched with a full suite of AI-powered tools that fundamentally changed how real estate investors find deals. The platform processes 100K+ properties monthly against a 150M+ property database with sub-second response times, covering all 50 US states — and continues to ship new AI capabilities, including the Lumen AI Investment Advisor.

Full platform built and launched in weeks using our HyperDev methodology
iOS app with React Native — available on the Apple App Store
Lumen AI Investment Advisor with conversational deal analysis, repair estimates, and ROI scoring
AI vacancy detection with 95%+ accuracy
AI virtual staging with 10+ designer styles for flips and rehabs
100+ advanced search filters with natural-language querying
Real-time Live Lists with sub-second notifications for matching properties
Integrated outreach suite: skip tracing, power dialer, CRM, and direct mail
20+ investor lead categories including foreclosures, tax delinquent, out-of-state owners, and cash buyers
150M+ properties aggregated from MLS, deeds, tax, and public records across all 50 states

Tech Stack Used

Next.jsTypeScriptReact NativePostgreSQLRedisOpenAIAWSVercelPrismatRPC

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