Track affordability, forecast prices, and score investment risk across every US market — with the same depth institutional investors pay $10,000/year to access. Starting at $0.
Six integrated modules. One subscription. Zero guesswork.
200+ data points per market. Track prices, inventory, days on market, and 50+ indicators.
ML-powered 12-month forecasts with confidence intervals. Not predictions — projections.
Income-to-housing ratios, cost of living, and purchase power by market.
Model rental ROI, fix & flip returns, and compare against S&P 500 and bonds.
Flood, fire, storm, and heat risk integrated into every market profile.
RESTful JSON API. Build your own tools on our data. Starting at $79/mo.
| Feature | Lotlytics | Zillow | HouseCanary | Mashvisor |
|---|---|---|---|---|
| Markets Covered | All US | All US | Limited | Limited |
| ZIP-Level Data | ||||
| Price Forecasts | ||||
| Affordability Index | ||||
| Climate Risk | ||||
| STR Analytics | ||||
| Investment Calculator | ||||
| API Access | From $79/mo | Enterprise | From $500/mo | From $100/mo |
| Free Tier | ||||
| Starting Price | $0 | $0 | $500/mo | $50/mo |
Start free. Scale when you're ready.
Explore the basics
For serious researchers
For active investors
For teams & firms
We aggregate from 15+ public and licensed sources including FRED, Census ACS, Zillow ZHVI/ZORI, Redfin, BLS, FEMA, and more. Paid tiers add ATTOM property records and AirDNA short-term rental data.
Our models use ensemble methods (XGBoost + SARIMA) trained on 20+ years of historical data. Backtesting shows median absolute error of 2.1% for 12-month metro-level forecasts. We always show confidence intervals, never point predictions.
Yes. No contracts, no cancellation fees. Your data and saved analyses remain accessible on the Free tier.
RESTful JSON API with endpoints for market data, forecasts, demographics, and climate risk. Rate limits vary by plan. Full docs at docs.lotlytics.com.
Not yet. We currently cover all US metro areas, counties, and ZIP codes. Canadian markets are on our 2026 roadmap.
Core price and rental data updates monthly. Economic indicators (employment, permits) update monthly. Real-time mortgage rates update daily.
Yes. We offer 50% off Pro and Investor tiers for verified students and registered nonprofits. Contact support with verification.