Practical ideas for better businesses.

Articles, experience and perspectives on entrepreneurship, e-commerce and artificial intelligence.

Measure Retention Against the Customer’s Buying Cycle

Evaluate customer retention using natural purchase cycles, comparable cohorts and meaningful repeat behavior rather than arbitrary monthly targets.

Turn partnerships into working channels by defining the shared customer, handover process, follow-up owner and measures of qualified outcomes.