You guys couldn't have picked a more perfect example: Red Bull settled a class action lawsuit for false advertising, not because of "gives you wings", but because their advertising falsely suggested scientific support for their product being better than caffiene-only products.
False advertising is claiming to be something you are not, raising false expectations.