Why property data is messy
Listings, sales, and rentals arrive in different shapes, units, and refresh cadences. Before any insight, we standardise addresses, geocode to postcodes, and reconcile duplicates across sources so every number means the same thing.
Signals that matter
- Median price by postcode and its trend—not just a single snapshot.
- Days‑on‑market and price‑cut frequency as demand indicators.
- Rental yield to compare suburbs for investors.
- Supply: new listings versus the rate they're absorbed.
From data to decision
We pair these signals with clear thresholds, so a dashboard doesn't just show a number—it flags when a suburb is heating up or cooling down and what to do next.
