Preview release. Data shown is real public open data (REIWA published medians, DFES bushfire mapping, ABS Census 2021, ACARA ICSEA, Transperth GTFS, EPA monitoring) hand-curated for 20 Perth suburbs. WA Police crime stats and individual address-level data (GNAF) are pending ingestion. See data sources for full attribution per field.
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Value Map

Suburbs plotted by fundamentals score vs median price. Points below the trendline are priced below what their fundamentals predict — potential arbitrage. Combined with the 5-year fundamentals trajectory to separate emerging opportunities from persistent value traps.

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5 opportunities0 value traps0 overvalued·Model R²: 0.72n = 20

Fundamentals vs Price

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Strong opportunity
Emerging opportunity
Value trap
Fair value
Priced in
Overvalued
Declining
Fundamentals model

Yokine

Strong opportunitySignificantly underpriced AND fundamentals improving — gap likely to close.

AI insight

Score

77

Price

$890k

Model

$1416k

Gap

-37%

Ranked Suburbs

Sorted by signal strength · click a row to see AI insight

SuburbSignalScorePriceModelΔ%Trend
Yokine
Strong opportunity77$890k$1416k-37%
+13
Open
Joondalup
Strong opportunity74$765k$1192k-36%
+12
Open
Ellenbrook
Strong opportunity69$605k$893k-32%
+19
Open
Inglewood
Strong opportunity79$1125k$1589k-29%
+15
Open
Mandurah
Strong opportunity65$580k$710k-18%
+13
Open

How this works:The fundamentals score combines the seven non-price components (bushfire, crime, transit, schools, air quality, demographics, contamination) using the selected weighting profile. A log-linear regression of median price against fundamentals score across all suburbs gives a “model” price. The residual (actual minus model) identifies candidates priced below their fundamentals.

The 5-year fundamentals trajectory (improving / stable / declining / step change) filters opportunities from traps. A negative residual with improving fundamentals is the strongest signal because the gap is likely to close. A negative residual with flat fundamentals may be a value trap — the market may be pricing in factors not captured by the seven components.

Caveats: Residuals identify candidates, not picks. Local factors (commute, suburb culture, school catchments, beach access) may explain the price gap. Suburbs persistently undervalued for 10+ years often stay that way. Not financial or property advice — verify with a licensed professional before acting.

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