If you had visited the Cambridge University Library in the late 1990s, you might have observed a skinny young man, his face illuminated by the glow of a laptop screen, camping out in the stacks.

Amazon has two Alexas in its family: the intelligent voice agent that is popping up everywhere, and Alexa.com, a subsidiary which provides competitive analysis about any web site. Today, the latter ...