Separate gmina momentum from parcel alpha.
GDI label and appreciation score frame the hold period.
“Stable +0.19 — we stopped overpaying for 'hot suburb' myth.”
All analytical layers
MAC
GUS BDL · gmina-stats
Regional context, pinned to the point on the map.
Propibay folds demographics and predictive gmina signals into persona-ready insights — so a local price move reads as trend or noise.
61sample plot-appreciation potential score (0–100)
Book a demoWho it's for
Macro without the slide dump
Investors, buyers and appraisers need different cuts of the same packet.
Check if people are still voting with their feet.
Population and dependency land as plain numbers.
“23k residents, strong family replacement — resale felt safer.”
Cite transparent signal components.
Zoning-risk score explains entitlement uncertainty.
“Zoning risk 19 — plan coverage story in one line.”
Try it
National noise vs. gmina packet
Flip signals from the gmina-stats sample.
~5y land appreciation potential (0–100).
What changes
Outcomes you can take into the room
- 01
Frame price moves with gmina development label
- 02
Quote appreciation and zoning-risk scores
- 03
Hand each persona a tailored insight cut
What it does
- Builds gmina intelligence from GUS/BDL
- Computes predictive signal scores
- Emits persona-targeted insights
Built on
- GUS BDL
- gmina-stats packet
- Demographics adapter
Built forAnyone mistaking a national headline for a gmina thesis.
Why teams trust itScores follow api_gmina_stats_payload + gus demographics.