This guy was trying to build a jewelry business and wound up with a hugely successful tech company

SimilarWeb has been profitable almost from the get-go.

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In 2013  it released its competitor to Alexa, the Amazon-owned Web analytics firm.

http://uk.businessinsider.com/how-a-jewelry-business-spawned-similarweb-2015-8