UberPOP is the cheaper and less regulated service from Uber, the Silicon Valley start-up with a valuation of some USD 50 billion (45 billion euros) that launched in capitals across Europe, often in open violation of local taxi laws.
A spokesman for Uber confirmed the decision from the Brussels court, which followed a ban decided in April 2014 that the company ignored.
"We are looking at the implications of this ruling which hurts hundreds of our driver-partners and tens of thousands of people who have come to rely on UberPOP to get around Brussels safely and affordably," Uber's Filip Nuytemans told AFP.
Nuytemans said Uber's more expensive service UberX, which requires drivers to be professionally licensed, was not affected by the ban.
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Anticipating the court decisions, premium service UberX launched earlier this month, following a similar strategy in Paris, where UberPOP is also banned.
France's highest court on Tuesday confirmed the ban in a huge setback for the company that sees the country as a strategic market.
Across the globe, Uber has angered traditional taxi operators who say it represents unfair competition because Uber drivers can flout the rules and restrictions that regulate the professionals.