It is indeed the Michelin tyre company who award Michelin stars in their annual Michelin Guide. The guide has been around for over a century and the link between fine dining and tyres is actually incredibly simple. Helmed by brothers Édouard and André Michelin, the French tyre company was actually rather niche.