The Business Engineer

The Business Engineer

From Network Effects to Memory Networks

Gennaro Cuofano's avatar
Gennaro Cuofano
Nov 18, 2025
∙ Paid

The classic network effect story: each additional user increases platform value for existing users. At scale, this creates winner-take-all dynamics.

But several forces are eroding this advantage:

Multi-homing: Users now easily maintain presence across multiple platforms. The switching cost is near zero.

Platform fragmentation: Niche platforms can serve specific communities better than generalist platforms. Network density matters more than network size.

API-mediated access: You don’t need to be on a platform to access its value. Tools aggregate across platforms, reducing lock-in.

Declining engagement returns: After a certain point, more users don’t meaningfully increase value. Your 10,000th LinkedIn connection matters less than your 10th.

The traditional network effect curve: steep initial climb to critical mass, then flattening returns. The moat is strong but finite.

Memory networks operate differently.


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