White Paper · May 2026

The state of Canadian real estate data.

A survey of what exists, what's missing, and where the industry is headed — for MLS leadership, brokerage operators, lenders, PropTech, regulators, and investors.

  • ~32 pages · Read online or download PDF
  • Geography, addresses, MLS, permits, demographics, energy
  • Covers federal, provincial, and municipal data layers
  • Free — no purchase required

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A survey of the Canadian real estate data landscape.

This paper maps who publishes what, where the quality gaps are, and why integration is harder than it looks — from federal boundaries down to individual addresses.

Whether you're building on Canadian data, evaluating Neighbourly, or just trying to understand the space, this is the most thorough overview we know of.

  • 01The Canadian Real Estate Data Landscape
  • 02The Geographic Hierarchy Problem
  • 03Addresses: The Quiet Infrastructure Problem
  • 04MLS Data and Its Limits
  • 05Municipal Data: The Fragmentation Problem
  • 06Demographic and Environmental Layers
  • 07The Energy Data Frontier
  • 08What an Integrated Platform Looks Like