Unicorns are typically used to describe privately-held startup companies with market caps of over $1 billion, so Amazon is not considered a unicorn company, as it is public. When Amazon went public on May 15, 1997, it raised $54 million, which gave it a market cap of $438 million, which was still well below the key $1 billion mark.