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DATA · SERVICE

Property data collection

Property records collected across the sources that matter to you.

LIVE FEED4 rows · sample
Property IDAddressStatus
HAV-203911428 Maple Ridge DrActive
HAV-2039214 Oak LnActive
HAV-203932210 Brook HollowPending
HAV-2039477 Laurel CtSold

SOUND FAMILIAR?

The problems this fixes.

01

Data spread across dozens of sites

Listings, sold prices and rentals live in different places, each in its own format.

02

Copy-paste every Monday

Analysts spend hours exporting and cleaning the same sources every week.

03

Gaps nobody notices

When a source changes, the data quietly stops arriving.

WHAT YOU GET

Specific outputs, documented assumptions.

  • Collection from the sources you need, where permitted
  • Daily or hourly refresh with change tracking
  • One normalized schema across every source
  • Deduplication and address matching
  • Delivery to Sheets, a database, S3 or an API

HOW IT WORKS

Four steps from question to output.

  1. 01Source map

    We list every source, field and refresh rate you need.

  2. 02Build

    Collectors are built to follow each source's rules.

  3. 03Normalize

    Records are cleaned, deduplicated and matched to one property ID.

  4. 04Run

    Fresh data arrives on schedule, with alerts if a source changes.

SAMPLE OUTPUT

What lands in your workflow.

A real-shaped sample of what this service delivers.

SAMPLE OUTPUT
Property IDAddressStatusList priceChange
HAV-203911428 Maple Ridge DrActive$625,000−$15,000
HAV-2039214 Oak LnActive$489,000−$12,000
HAV-203932210 Brook HollowPending$1,099,000—
HAV-2039477 Laurel CtSold$452,000Sold
SAMPLE DATA

QUESTIONS

Details worth asking about.

Is collecting property data legal?

We only collect publicly available data, follow each source's terms and local law, and use licensed feeds where they are required.

How fresh is the data?

Most sources refresh daily. High-value sources can refresh hourly.

What if a website changes?

Monitoring catches it and we fix the collector, usually the same day.

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