How this works & data confidence — tap to expand
Opportunity engine. Ranks on Opportunity = demand × supply-gap (70/30 default) — where demand is big
and A/C competition is thin. Demand & competition shown as components. Names your customer, sizes the build,
gives exact streets to scout. Click a market → Copy brief for your agent.
⚠ Data confidence — read before acting.
HARD: Bang Tao occupancy (live Storeganise), competitor existence, schools/hospitals/flood history.
SOFT (directional estimates, NOT census): expat headcounts, customer-mix %, the 0–10 scores, land prices —
Thailand has no official neighborhood-level data. Use this to decide where to scout first, then
ground-truth every number before any LOI. Garbage-in-garbage-out is real: these are a hypothesis, not facts.
Demand = expat×WTP + condo/villa + community depth + growth (land cost excluded). Competition & risk are decision context, not scored. Pins are scouting centroids — verify zoning, frontage & flood per parcel.