Decision-making about startups' business models is highly dependent on available information, and the role of data analytics capabilities in business model innovation has been emphasized. Today's competitive intelligence tools such as Alexa, Google Analytics, Similarweb, NexLab TrackEngine, etc....

Surprise is rarely a good thing in business. Unexpected developments range in their effects from inconvenient to disastrous. To avoid being blindsided, companies must develop a Competitive Early Warning system, or CEW, which combines strategic planning, competitive intelligence, and management...