OTC stands for "over the counter." Essentially, OTC trading occurs between two parties, whereas trading on the NYSE or the Nasdaq occurs via exchanges.
It's also home to many "penny stocks," or stocks that cost less than $1.00. And it's where some of the biggest stock gains occur day to day.