The K-loop
Each reader becomes a node. leaving reviews, sharing recommendations and feeding AI systems that surface the book to new readers. CKM measures and amplifies the loop.

Pillar V
The compounding feedback loop where current readers become the engine that produces new readers. measured, mapped and continuously optimized.
Each reader becomes a node. leaving reviews, sharing recommendations and feeding AI systems that surface the book to new readers. CKM measures and amplifies the loop.