Shalvi Singh's writing

Product-led growth · C2 Motions & channels

Product Analytics

Definition. Instrumentation of in-product behavior to learn which features drive activation and which usage patterns predict expansion or churn.
Established Last updated 2026-06-18

Related terms

PQLFeature AdoptionBusiness Intelligence

Where this sits

Part of the Product-led growth set within the GTM World Model — cluster C2, Motions & channels.

How to cite this

@misc{shalvi_gtm_product_analytics,
  author = {Singh, Shalvi},
  title  = {Product Analytics — GTM World Model Glossary},
  year   = {2026},
  url     = {https://shalvisingh.com/gtm/glossary/product-analytics}
}

Singh, Shalvi. "Product Analytics — GTM World Model Glossary." shalvisingh.com, 2026. https://shalvisingh.com/gtm/glossary/product-analytics