Today, companies need more than just the Network EffectNote: I’m pleased to have co-authored this post with Sangeet Paul Choudary, who analyzes business models for network businesses at Follow Sangeet on Twitter at @sanguit.

If there is one altar at which Silicon Valley worships, it is the shrine of the holy network effect. Its mystical powers pluck lone startups from obscurity and elevate them to fame and fortune. The list of anointed ones includes nearly every technology success story of the past 15 years. Apple, Facebook, Microsoft, eBay, and PayPal, have each soared to multi-billion-dollar valuations on the supreme power of the network effect.

But today, the power of the network effect is fading, at least in its current incarnation. Traditionally defined as a system where each new user on the network increases the value of the service for all others, a network effect often creates a winner-takes-all dynamic, ordaining one dominant company above the rest. Moreover, these companies often wield monopoly-like powers over their industries.