Test them out by watching someone else ride your bike, or use your lights on their bike, any decent light should be easily visible (even in bright sunny conditions) from at least 200 meters away. (mine light up street signs on cloudy days that are 200 meters away)

That said, lights only work if someone looks in your direction, if their head is buried in their smartphone, by the time they look up its already too late.