The most accurate reason that aligns with European motivations during the Age of Exploration is: They were hoping to beat the Ottomans in establishing trading posts in the Indian Ocean.
This reflects the competitive nature of European powers at the time, as they sought to find new trade routes and establish direct access to valuable spices and goods from the East, circumventing the middlemen of the Ottoman Empire who controlled the overland routes.