Notes on Virtuous Data Cycles and Network Effects

Scaling a B2B platform isn’t just about long sales cycles and enterprise deals anymore. Companies that master network effects, freemium models, and viral adoption tactics can accelerate growth—just like successful B2C platforms. But without a strong data foundation, even the best network effects won’t reach their full potential.