Collecting more customer data does not guarantee better personalisation. The advantage comes from interpreting recency, repetition, sequence and changing intent well enough to make a better next-product decision.
A practical account of SwiftERM’s first 30 days, from secure data connection and individual learning to controlled deployment, holdout measurement and the first commercial review.
Personalisation is an easy word to put in a sales presentation and a difficult capability to prove. These twelve tests help ecommerce directors establish what a system really decides, how independently it operates and whether it creates measurable additional revenue.
Attributed revenue tells you which marketing activity was present before a sale. Incrementality answers the harder commercial question: how much revenue would disappear if that activity had never happened?
What this means for ecommerce retailers The subject matters commercially when it changes a real customer decision. The strongest application connects reliable evidence to a
An expert analysis of Getting Products Noticed in the AI Slop Era for ecommerce customer behaviour, product relevance and measurable revenue growth.
What this means for ecommerce retailers The subject matters commercially when it changes a real customer decision. The strongest application connects reliable evidence to a
An expert analysis of Data Maturity The Mechanics of ecommerce and for ecommerce customer behaviour, product relevance and measurable revenue growth.
What this means for ecommerce retailers The subject matters commercially when it changes a real customer decision. The strongest application connects reliable evidence to a
What this means for ecommerce retailers The subject matters commercially when it changes a real customer decision. The strongest application connects reliable evidence to a
What this means for ecommerce retailers The subject matters commercially when it changes a real customer decision. The strongest application connects reliable evidence to a
What this means for ecommerce retailers The subject matters commercially when it changes a real customer decision. The strongest application connects reliable evidence to a
What this means for ecommerce retailers The subject matters commercially when it changes a real customer decision. The strongest application connects reliable evidence to a
What this means for applied ecommerce intelligence The value of an AI or data method is not its technical label. It is whether trustworthy evidence
What this means for individual customer decisions Consumer theories explain useful patterns, but an ecommerce sale still belongs to one person choosing among particular products
What this means for applied ecommerce intelligence The value of an AI or data method is not its technical label. It is whether trustworthy evidence
What this means for individual customer decisions Consumer theories explain useful patterns, but an ecommerce sale still belongs to one person choosing among particular products
What this means for ecommerce retailers The subject matters commercially when it changes a real customer decision. The strongest application connects reliable evidence to a
