PropPull Bake-Off

HonestDoor vs Houski vs Socrata

Side-by-side enrichment comparison across 3 data sources. Real sale prices vs AI estimates vs municipal assessments. CSV in, verdict out.

HonestDoor — sale price + history (real Land Titles) Houski — AI imputed beds/baths + AVM Socrata — Edmonton/Calgary municipal assessments

1Addresses

Houski needs Worker proxy → uses INTERNAL_KEY. HonestDoor + Socrata are public.

Addresses tested

HonestDoor matches

0 with real sale price

Houski matches

0 with last_sold

Socrata matches

Edmonton/Calgary only