NorCal Deal Engine

NorCal Deal Engine is a full-stack real estate intelligence platform designed to give investors and agents a competitive edge in the Northern California housing market. The platform continuously monitors property listings across the Sacramento and Bay Area markets, applying a multi-stage filtering pipeline to surface the best fix-and-flip opportunities. Fresh listings with strong fundamentals are flagged instantly, while stale properties with renovation upside are packaged into professional proposals. At the core of the platform is an AI Vision analysis engine that examines property photos to estimate renovation scope and costs, factoring in a region-specific construction price book. Combined with real-time market data — median price per square foot, days on market, and comparable sales — the system calculates an After Repair Value (ARV) and assigns each deal a composite score from 0 to 100. The mobile companion app provides investors with a polished dashboard to browse, filter, and save deals. It features role-based views for investors and agents, market trend analytics with charts, push notifications for hot deals, and a subscription model with Free, Pro, and Team tiers offering progressively deeper insights. The backend runs on a cost-optimized two-stage scraping strategy to minimize API expenses while maximizing coverage. An incremental scan approach detects new and price-changed listings without re-processing the entire dataset, keeping operational costs predictable and low.