Golden Seeds play a crucial role in the startup ecosystem by filling the gap between seed funding and venture capital. They provide not only the necessary capital to get the business off the ground but also valuable mentorship and industry connections. This support can be instrumental in turning an innovative idea into a successful enterprise.