Montana · CITY REPORT
Bozeman
Mixed signals, neighborhood in transition. Population +3.7% since 2020 across 53k residents.
30d
— +0.4 pts
90d
▲ +1.1 pts
12m
— +0.3 pts
0
/ 100
Why this score
Bozeman scores 52 / 100 — drifting upward over the last 90 days (+1.1 pts) and +0.3 pts over 12 months.
- 01Lift comes mainly from business opening velocity and permit activity — together they add 3.9 points above neutral.
- 02Drag comes from sale price momentum and income shift (-2.6 pts vs. neutral).
Score attribution
Each signal pushes the score above or below the neutral 50 baseline. Bars sum to 52 − 50 = +2 points.
Business Opening Velocity
15% · score 64
+2.1
pts vs. 50
Permit Activity
20% · score 59
+1.8
pts vs. 50
311 Complaint Trend
10% · score 60
+1.0
pts vs. 50
Coffee Density Change
10% · score 53
+0.3
pts vs. 50
Review Velocity
10% · score 41
-0.9
pts vs. 50
Income Shift
15% · score 42
-1.2
pts vs. 50
Sale Price Momentum
20% · score 43
-1.4
pts vs. 50
Composite Heat Score
52
Signal deep-dive
For each input: current value, trend vs. prior period, and the specific events behind the move.
24-month Heat Score history
Composite score recomputed monthly from the same 7 inputs.
How this score is computed
Weighted average of seven 0–100 normalized signals. Each signal is normalized against the city cohort, then combined with the weights below.
Formula
score = 20%·permits + 20%·price + 15%·business + 15%·income + 10%·coffee + 10%·reviews + 10%·complaints
Signals are clipped at the 5/95th percentile before normalization to reduce outlier influence.
Comparable cities
Closest signal profile across the same 7 inputs.
Representative inventorydemo
$1,419,691
Single-family1 bd · 3 ba · 1,890 sqft
Bozeman, MT
$275,361
Townhouse2 bd · 3 ba · 745 sqft
Bozeman, MT
$981,031
Loft3 bd · 3 ba · 1,451 sqft
Bozeman, MT
$1,686,701
Multifamily4 bd · 3 ba · 2,157 sqft
Bozeman, MT
Sample inventory shown for layout illustration. Click any source above to see live listings on that platform.
City populations: U.S. Census Bureau 2020 decennial (rounded). Growth: synthesized from state-level 2020-2024 trends, modulated by city tier — placeholder until per-city ACS feed is wired in. · Not investment advice. Predictive scoring is experimental.