The most accurate response is:
They wanted to have more control over trade by avoiding the use of middlemen.
This reflects the primary motivation behind the Age of Exploration, as both Spanish and Portuguese explorers sought direct access to Asian markets for valuable goods such as spices, silk, and precious metals, reducing reliance on intermediaries like the Ottoman Empire and various Italian city-states.