logoPandorLabs
managed data service

Property Data, Delivered to Your Models

Explore property listings and pricing data from supported sources. Query collected rows and export datasets for your own market analysis.

  • Listings and pricing fields from supported sources
  • Inspect available fields and sample rows in the dashboard
  • Export collected data as JSON or CSV
  • Query datasets through the API or MCP server
Scoped API Access
Run tracking
Property listings from supported sources

12 Rue de Rivoli, Paris

illustrative listing

€1.24M

+3.1%

840 Ocean Dr, Miami, FL

illustrative listing

$2.10M

+5.4%

17 Cheyne Walk, London

illustrative listing

£3.85M

-1.2%

Illustrative example, not live data or a coverage metric.

why managed property data

Your Market Intelligence Real-Time Edge

Manual property research is slow, outdated comps miss market shifts, and opportunities vanish while you're still gathering data. Traditional real estate tools leave you flying blind in fast-moving markets.

Use collected listing and pricing fields to support your own market analysis.

Explore property listings and pricing data from supported sources. Query collected rows and export datasets for your own market analysis.

Data
Browse Collected Rows
API
Programmatic Access
Files
JSON and CSV
$450K
+5.2%
$789K
+8.1%
$1.2M
+3.4%
$625K
+6.8%

how it works

From Query to Insight — in Milliseconds

Explore existing property datasets or request collection from a supported source.

01

Choose Your Sources

Describe the websites and fields you need, or start with an existing dataset in the catalog.

02

Review Collected Data

Inspect available rows and source coverage. Run supported scrapers when you need a refresh, or request discovery for a new source.

03

Use the Dataset

Export collected data as JSON or CSV, or query it through the API and MCP server for your own workflow.

Request
Query, refresh, discover
Data Delivered

real estate applications

Power Every Real Estate Use Case

Use collected listings and pricing data for property research in your own tools.

Investment Analysis

Evaluate ROI, cash flow projections, and market appreciation trends across neighborhoods and property types with ML-powered insights.

Broker & Agent Research

Use collected property listings and pricing fields to support market and prospect research.

Property Management

Monitor portfolio values, rental rates, occupancy trends, and maintenance costs across multiple properties in real-time.

Market Research

Analyze neighborhood trends, demographic shifts, development patterns, and investment hotspots with comprehensive market data.

Mortgage & Lending

Validate appraisals, assess risk, and automate underwriting with accurate property valuations and historical market data.

PropTech Innovation

Build next-generation real estate applications on a managed feed of listings, valuations, and market intelligence — delivered, not integrated.

Need custom real estate data integration? Our team can help architect the perfect solution.

Discuss Your Use Case →

technology

Enterprise-Grade Infrastructure Built for Scale

Explore property listings and pricing data from supported sources. Query collected rows and export datasets for your own market analysis.

Source Coverage

Browse supported property sources and inspect available fields before choosing a dataset.

Data for Your Models

Export listing and pricing fields for analysis in your own valuation or research tools.

Platform Access

Access datasets through the authenticated dashboard, API, or MCP server.

Runs
Track Extraction Progress
Data
Browse Collected Rows
API
Programmatic Access
Files
JSON and CSV

compliance & delivery

Ready for Your Security Review

The questions your procurement and compliance teams will ask, answered before they ask them.

Scoped API Access

Control programmatic access with API key scopes.

Data Handling Requirements

Discuss your security and data handling requirements with us before integrating. We can assess whether the platform fits your workflow.

Run Tracking

Inspect execution status, progress, and collected rows in the dashboard.

Dataset Exports

Download collected rows as JSON or CSV for use in your own systems.

Custom Data Pipelines

Tell us which sources and fields your workflow requires so we can assess collection options.

Discuss Your Requirements

Discuss your security and data handling requirements with us before integrating. We can assess whether the platform fits your workflow.

Flexible Delivery

Browse datasets in the dashboard, download JSON or CSV exports, or query rows through the API and MCP server.

questions

Frequently Asked Questions

Everything you need to know before you send us your first request.

Which sources and fields are available?
Explore property listings and pricing data from supported sources. Query collected rows and export datasets for your own market analysis. Check the dataset catalog or contact us about a specific source.
How fresh is the data?
Freshness depends on the source and scraper schedule. Review the latest execution before relying on a dataset for time-sensitive decisions. Extraction duration varies by source and volume.
How can I access the data?
Browse rows in the dashboard, export datasets as JSON or CSV, or query them through the API and MCP server. Discuss other delivery requirements with us before integrating.
Can I request a source that is not covered?
Yes. Send us the website and fields you need. We can assess whether the discovery pipeline can extract them; coverage is confirmed after validation.
What should I review before using a dataset?
Review a sample for coverage, missing fields, and suitability for your use case. Discuss security and data handling requirements with us, and review source terms and applicable rights before using or redistributing the data.
How do I discuss pricing?
Contact us with your sources, required fields, and expected volume to discuss pricing and collection requirements.

Still have questions?

Talk to an engineer

Transform Property Intelligence Into Competitive Advantage

Explore property listings and pricing data from supported sources. Query collected rows and export datasets for your own market analysis.

Scoped API Access
Data Requirements
Run Tracking
Property listings from supported sources

© 2026 PandorLabs LLC. All rights reserved.