Question 1

How does BrightCat compare to CREA for Canadian property data?

Accepted Answer

CREA (the Canadian Real Estate Association) aggregates MLS data through HCM from member boards. It's the authoritative source for active listing inventory across Canadian real estate boards. BrightCat operates a separate weekly pipeline that captures Canadian property lifecycle events — list, relist, price change, withdrawal, sale, rental conversion — under a persistent property identifier. CREA shows what's listed today. BrightCat shows what happened to every property across all 600+ weekly builds since 2014. Different categories, different purposes.

Question 2

Can BrightCat replace a CREA data feed?

Accepted Answer

No, and it isn't trying to. CREA holds the authoritative MLS aggregation role through its HCM platform. BrightCat is complementary — it adds historical lifecycle, price change continuity, persistent property identification across MLS number changes, and unified cross-track joins (residential, sold, rentals, commercial). Most enterprise users that license BrightCat already work with CREA-derived data and use BrightCat for the lifecycle layer CREA doesn't provide.

Question 3

What does BrightCat have that CREA does not?

Accepted Answer

Three structural differences. First, persistent property identification across MLS number changes — a property that relists with a new MLS number is still the same property in BrightCat. Second, 600+ consecutive weekly historical builds since 2014, with documented coverage and explicit data lineage. Third, unified joins across residential, sold, rentals, and commercial under one identifier, enabling cross-track analytics (sale-to-rent conversions, dual-listing intelligence, repeat-sale indices) that aren't possible on standard MLS feeds.

Question 4

What does CREA have that BrightCat does not?

Accepted Answer

Authoritative MLS standing. CREA represents the real estate boards across Canada and operates the MLS trademark and HCM aggregation. Where regulatory standing or board-authoritative data is required (e.g. official MLS HPI publications, board reporting), CREA is the source. BrightCat is an independent weekly intelligence layer, not a board aggregator.

Question 5

Why would I use BrightCat instead of building from CREA-derived data?

Accepted Answer

You probably wouldn't replace CREA-derived data — you'd use BrightCat alongside it. The BrightCat layer adds: 12 years of weekly continuity, persistent property identifier that survives MLS number changes (we've identified and reclassified 1.84 million listings between 2014 and 2021 that were marked NEW but were actually relists), 875,288 rental properties tracked weekly since July 2021, 314,884 commercial real estate properties with dual-listing intelligence, and unified Snowflake / MCP / API delivery. Most BrightCat customers run both.

Question 6

How is BrightCat delivered and how does pricing compare?

Accepted Answer

BrightCat is delivered via Snowflake Marketplace (query inside your environment), Model Context Protocol connector (for AI agents and LLMs), API, or flat file. Every engagement starts with a free sample evaluation — no procurement cycle, no annual commitment to evaluate. CREA's data is typically accessed through member boards under MLS data sharing agreements or via authorized third parties. The pricing models are fundamentally different (member fees / regulated structure vs commercial data licensing) and not directly comparable.

Capability	CREA	BrightCat
Authoritative MLS aggregation	Yes — HCM platform	No — independent pipeline
Persistent property identifier across MLS number changes	—	Yes — same property across re-lists
12 years of weekly historical lifecycle	Limited public historical	600+ consecutive weekly builds since 2014
MLS® Home Price Index (HPI)	Yes — official publication	— (we don't publish HPI)
Unified residential, sold, rentals, commercial join	Track-specific feeds	Yes — one persistent ID across all tracks
Weekly rental property tracking	Not core scope	875,288 properties, 241 weekly snapshots since 2021
Commercial real estate lifecycle	Limited	314,884 properties, dual-listing detection
Snowflake Marketplace native delivery	—	Yes
MCP connector for AI agents	—	Yes

CREA aggregates listings. BrightCat tracks lifecycle.

CREA and BrightCat are two different things. Both useful.

What each does well

When to choose which

Query the data yourself before you talk to anyone.