Wrote on my learnings on personal viral loops from...
# shameless-plug
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Wrote on my learnings on personal viral loops from the Reforge Advanced Growth Series: link Key insight:
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If one can build personal viral loops contextually within the product closely tied to the primary value proposition, that is more likely to work over just social or financial viral loops. 

The key, hence is, can we make it multi-player organically and contextually in combination rather than through social or financial incentives alone.
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