Who this is for

Eight places where Thai addressing costs money.

The same API, pointed at the failure each of these actually has. Every page names its own failure mode, the endpoints it would use and a request you can run.

MapScale for last-mile deliveryThe address resolved. The parcel still came back.

Failed deliveries are not a driver problem. They are an addressing problem that shows up at the end of the route, where it is most expensive to fix.

MapScale for e-commerce checkoutThe customer retypes their address once. Then they leave.

Address entry is the last field before payment and the one most likely to return nothing. In Thailand it returns nothing for a reason global address search cannot fix.

MapScale for food delivery and quick commerceThe ETA is the product.

At 30 minutes, an address error is not a redelivery. It is a refund, a rider paid for nothing, and a customer who now believes the estimate is fiction.

MapScale for property portalsBuyers search by area. Thai areas have no agreed boundaries.

A listing filed under the wrong subdistrict is invisible to the search that would have sold it — and to the landing page you built for that subdistrict.

MapScale for branch and store networks“Your nearest branch” is usually the wrong branch.

Straight-line distance picks the branch across the river. Meanwhile the address a customer typed at onboarding will not verify, and the same branch appears three times in the estate report.

MapScale for industrial sitingA plot is chosen on access, labour and port time.

All three are drive-time questions about the Thai road network, and all three are usually answered with a radius on a screenshot.

MapScale for fleet managementThe dot on the map is moving. The map itself is the bill.

A tracking screen that stays open all day is the map view most likely to be priced by the load, and the geometry under it is often wrong in ways a straight line cannot show.

MapScale for territory planningTwo territories that look equal on the map rarely are in the field.

Sales patches get redrawn every time the book grows, and the shape that is fastest to draw — an administrative boundary or a hand-drawn radius — is the one least related to what a rep can actually cover.

Building something not on this list? The failure is usually still an address that resolves to the wrong place — bring us the workflow and we will tell you whether we help.