Thinking on location APIs, property data enrichment, PropTech development, and how Canadian platforms are closing the gap with their US counterparts.
Where prices landed after a year of rate cuts, how inventory shifted by region, the freehold–condo divergence, and what the leading indicators signal for the rest of 2026.
Canada's building permit records are published by thousands of municipalities in incompatible formats. Here's why that matters for real estate, how the landscape is changing, and what a consolidated data layer makes possible.
Permit activity leads price appreciation by 12–24 months. Here's how to interpret renovation density, permit value trajectories, and new construction pipelines as early investment signals.
Permit history on listing pages, open permit alerts, renovation timelines, neighbourhood development scores — seven ways PropTech platforms are turning permit data into product features.
Unpermitted work doesn't stay the seller's problem after closing. Outstanding compliance orders, voided insurance, and appraisal discounts attach to the property — not the previous owner.
Unpermitted renovations can affect your insurance, financing, resale value, and safety. Here's how to check permit history before buying and what to do if you find gaps.
DOM, list-to-sold ratios, months of supply, price-per-sqft trends — a plain-language guide to interpreting hyper-local market signals in Canadian real estate.
Flood maps, building permits, environmental data — how insurers price Canadian property risk, where the data gaps are, and what a modern underwriting data layer looks like.
Livability scores are appearing on more Canadian listing platforms. But what do they actually measure, how are they calculated, and should buyers trust them?
Flood risk is Canada's fastest-growing property concern — yet most listings carry no flood risk information at all. Here's what the data says and why it matters for buyers.
Beyond gut feel — a systematic framework for evaluating Canadian neighbourhoods using walkability, schools, demographics, market trends, and environmental risk data.
No single data provider covers everything a Canadian real estate product needs. Here's how to think about what you actually need and how to evaluate what's out there.
Not a label on a map. A real neighbourhood data layer means boundaries, demographics, walkability, points of interest, and character signals — all queryable by address.
"Data enrichment" has been a core US PropTech strategy for a decade. In Canada, most platforms still ship raw listing data with no context. Here's what it looks like when you close the gap.
Rising utility costs and climate awareness have made home energy performance a first-class listing attribute. Here's what buyers want to see — and how to show it.
Buyers want to know what's been done to a home — legally. Permit history tells the story of additions, electrical upgrades, and structural changes that don't appear anywhere else.
Cottage country is one of Canada's most valuable real estate markets. Yet waterfront listings are among the least data-rich. Here's what buyers actually want to know.
Demographics data has moved from a GIS research tool to a competitive advantage. Here's how smart Canadian brokerages are using it in listings, CMAs, and market presentations.
Canadian addresses are messier than they look. Rural routes, French/English variants, condo unit stacking, new subdivisions — here's what a good geocoding API needs to handle.
Bad address data costs platforms money in broken integrations, unmatched records, and failed API calls. The fix is simpler than you think — but you have to treat address as infrastructure.
We've built a full mock property listing showing every data layer Neighbourly adds to a Canadian address.
View the listing demo →