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Real Estate
Turn property documents into structured, queryable data
Property data lives in listing sheets, inspection reports, appraisals, and comparable sales PDFs. Endpoints extracts property details, pricing, conditions, and comparable data into structured endpoints so you can track how property data changes over time.
The problem
- Property data lives in listing sheets, inspection reports, appraisals, and comparable sales PDFs.
- Pulling together a complete picture of a property means manual extraction from multiple document types.
- Tracking property data changes over time is nearly impossible.
The solution
- Scan listing sheets, inspection reports, appraisals, and comp sheets.
- Endpoints extracts property details, pricing, conditions, and comparable data into structured endpoints.
- Track how property data changes over time with Living JSON.
How it works
Step 1
Upload property docs
Upload an inspection report + appraisal PDF
Step 2
AI extracts property data
AI extracts: address, bedrooms, bathrooms, sqft, condition issues, appraised value
Step 3
Query your endpoint
Query /properties/123-main-st for all structured property data
Step 4
Track changes
Upload updated appraisal — Living JSON shows value changes
Sample API response
GET/properties/123-main-st
{
"address": "123 Main St, Springfield, IL",
"price": 425000,
"bedrooms": 4,
"bathrooms": 2.5,
"sqft": 2200,
"lotSize": "0.35 acres",
"yearBuilt": 1998,
"condition": "Good",
"appraisedValue": 430000,
"issues": [
"Minor roof wear",
"HVAC unit 12 years old"
]
}Ready to get started?
Turn any document into a structured API endpoint. Free to start, no credit card required.
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