Real estate data

Real estate listings data, tracked over time.

We collect sale and rental listings from the property websites and areas you choose: prices, sizes, features and availability. Everything is normalized into one schema and timestamped, so you can see how the market moves.

  • ✓ Free proof of concept first
  • ✓ Confidential by default
  • ✓ Scheduled or on-demand

What we collect

A typical schema. We agree the exact fields with you during scoping.

FieldExample
listing_idre_48213
listing_typerent
price2450
currencyUSD
bedrooms2
bathrooms1
area_sqft1040
neighborhoodRiverside
statusactive
listed_on2026-10-04

Example record

Illustrative output, delivered as JSON, CSV, Excel, Parquet, via API or to your storage.

real-estate-data.jsonexample
{
  "listing_id": "re_48213",
  "listing_type": "rent",
  "price": 2450,
  "currency": "USD",
  "bedrooms": 2,
  "bathrooms": 1,
  "area_sqft": 1040,
  "neighborhood": "Riverside",
  "status": "active",
  "listed_on": "2026-10-04"
}

What teams use it for

Price & rent trends

Follow asking prices and rents by neighborhood, property type and size over time.

Supply & inventory

Track how many listings are active, how fast they go, and where new supply is appearing.

Investment research

Build comparables and screen markets with consistent data across portals.

Portfolio monitoring

Watch how your own or competitors' properties are listed and priced.

Every project starts with a free proof of concept, stays confidential, and can be delivered your way.

Real estate data FAQ

Can you track price changes on the same listing?

Yes. With a scheduled feed, each run is timestamped, so price changes, status changes and removed listings show up over time.

What about the same property listed on several portals?

We can match and deduplicate listings across portals using the address and property attributes, keeping every source.

Which areas and websites do you cover?

We scope sources and areas per project. Tell us the markets that matter and we'll confirm feasibility first.

Do you collect agent or owner contact details?

Not by default. Personal details are excluded unless there's a clear, lawful reason agreed during scoping.

Get a web scraping quote: Tell us what you need.

Share a few details and we'll reply within 1 business day with questions, a feasibility check and next steps. No commitment.

  • 01We review your request and check the target sites.
  • 02We reply within 1 business day with questions, or to sign your NDA if you asked for one.
  • 03You get a free proof of concept and a quote typically within a week of scoping.

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