Good, Bad, Ugly Homes

What it does

Home inspection reports are long, dense, and filled with jargon. Our tool quickly analyzes hundreds of pages, delivering a clear, concise breakdown of what really matters—so you can make informed decisions without the headache.

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  RealEstateDescriptions.AI2024 · ▲104

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• WM
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  We're a small team of 3 engineers, and wanted to make a better way to look for for properties online. Traditional portals (esp. outside of US) are just a bit rubbish for doing anything other than basic searching. So we've: - Created a crawler that reads through estate agents websites to find homes for sale - Parses that through a series of LLMs and other models to understand each home in depth (e.g. floor type, location, total sqft) - Parses every photo through an embeddings vector space so that people can search for whatever they want. Check it out: https://jitty.com Currently…

• PA
  Paste a Zillow URL and get a property analysis2025 · trymasterkey.com · ▲23

  Hey HN, I love scrolling through Zillow and spend way too much time thinking a property is gonna be my next home just to find a couple of days of research later what’s the catch. I built this property analyzer to get a quick overview of “the good, the bad, and the ugly” (love spaghetti westerns) for the property. In ~30-45s you get a pretty comprehensive analysis of the history, risks, and everything else about the property, on top of a short AI-generated podcast going over the details. Users can also comment on properties (a feature I always wish I had on Zillow) and guess the final sale…

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