MarketPulse · Bay Area
An agentic system that turns raw Redfin and FRED data into actionable intelligence — the same data→insight→action pipeline used for automated valuation and pricing.
Bay Area Submarkets
Market Intelligence Agent
Powered by Claude — ask anything about Bay Area real estate.
How MarketPulse Works
An agentic system that turns raw market data into actionable intelligence — the same data→insight→action pipeline used at companies like Opendoor for automated valuation and pricing.
Data Ingestion
3,456 records from Redfin across 96 Bay Area zip codes. FRED mortgage rates updated weekly. All free, public data sources.
Context Engine
Market data is pre-processed into structured TypeScript modules — submarket aggregates, zip-level metrics, timeseries. Zero external DB needed.
Claude Agent
Claude Sonnet with 6 specialized tools: query data, calculate affordability, compare neighborhoods, analyze trends, get rates, and submarket overviews.
Actionable Insights
Every response includes specific data points, comparisons, and recommendations — not generic advice. Designed to drive real home-buying decisions.