I love how Birchbox let the data about their users guide them toward future vision and new product development. This article was extremely inspiring and I believe modern retailers have a lot to learn from this approach.
"the 'beautify majority'...doubled spending on beauty products within six months of signing up for the service. So the company used this knowledge to understand and cater carefully to the needs of these customers, rather than focusing on what other beauty retailers were doing."