Homely
AI-powered real estate platform with market analysis & property insights
Build a premium real estate platform that goes beyond listings. Homely needed AI-powered property recommendations, location trend analysis, and investment insights — turning passive browsers into confident buyers across Mumbai, Delhi, and Bangalore markets.
AI Integration
Implemented machine learning models for property recommendations based on budget, lifestyle preferences, commute patterns, and investment potential.
Market Intelligence
Built real-time dashboards showing location trends, price history, neighborhood analytics, and ROI projections for each listing.
Search & Discovery
Advanced search with filters for apartments, houses, villas across Indian metros — with map integration and virtual tour previews.
SEO Architecture
Programmatic SEO generating pages for every city, neighborhood, and property type combination — targeting thousands of long-tail real estate keywords.
How We Engineered Homely
Key Architectural Decisions
- ✦Spatial geospatial indexing with PostGIS for radius-based neighborhood and commute amenity searches
- ✦Vector embedding search matching buyer natural language queries with property feature descriptions
- ✦Programmatic SEO matrix rendering 2,000+ localized neighborhood property pages with sub-second response times
Database & Security Model
PostgreSQL database with PostGIS extensions, encrypted buyer financial criteria, and OAuth 2.0 social login.
Technology Stack
Listings
Active property listings across 3 major Indian metros
AI Accuracy
Recommendation match rate — users find relevant properties faster
Organic Traffic
Monthly organic visitors from programmatic SEO pages