Have you give try road snap API while going through your options?
Robert
1

We did in the beginning, while trying to “fix” the issue with the truck’s GPS coordinates being on top of houses, lakes, etc, but with our final implementation there was no need to use this API since the apps always assume that the truck is moving along the planned route, which is by itself always on a road.

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