Kelly Liu

Insights

Field notes on the parts of demand generation nobody templatizes.

Short, opinionated writing drawn from real engagements. The library is being assembled — early essays land here first.

What this section will cover

Eight topics, returned to repeatedly.

  • 01Demand generation strategy
  • 02Funnel design and optimization
  • 03ABX programs
  • 04Marketing analytics
  • 05AI in growth marketing
  • 06Campaign strategy
  • 07Executive reporting
  • 08Marketing productivity

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