New Data Sources Added:
• 1-year home value forecasts by ZIP, metro, and state
• 1-year rent forecasts at national level
• Market velocity metrics: days to pending, days to close, sale-to-list ratios
• Downloaded monthly from free CSV files and cached in database
• Property-specific rental estimates and comparables
• Intelligent 30-day caching
• Quota tracking with automatic monthly reset
Scoring Integration:
• Market Strength score now includes home value forecasts (15 pts), days to pending (10 pts), and sale-to-list ratio (10 pts)
• Rental Potential score now includes rent growth forecasts (15 pts bonus)
Comments (5)
Love the idea!
Not a big property investor but will have to use this when browsing on zillow for fun
Had a similar ideas these days :) this is niche product but I think very needed for small investors! How did you connect those apis and data sources?
Hi, technically I can't explain it as I'm vibecoding everything, so AI does it in the back. There are paid APIs and free ones. There are some data sources that are updated monthly or yearly and the app falls back if the API request is not
Wow hoping to try it soon
Please do and happy for any feedback, roast it as much as possible :)). Free credit when signing up!! :))
I recently moved to US and this app was built on my need to have a second opinion regarding a house and the surroundings of it. It is entirely vibecoded and was a learning experience.