The massive trove of information contained in Crunchbase's startup database turned up two cities in South Carolina where you're more likely to run across a "unicorn" in the wild lands of Investorville.

Greenville and Charleston have companies that pulled in at least $50 million from investors and are considered to have the stability and growth potential to be deemed unicorns in the high-tech sector, according to ranking criteria from Crunchbase. Read more: