Your best customer segment is hiding inside your worst-performing report and nobody has looked for it because the aggregate numbers are running at a level that makes the question feel less urgent than it is.
Customer lifetime value in most ecommerce reporting is an average. It blends the customer who has purchased eleven times in two years at full price with the customer who purchased twice during a sale and has not returned. Both are in the LTV number. The number looks reasonable. Neither customer is being treated according to their actual commercial status.
The customer who purchases repeatedly at full price, refers others, leaves reviews, and engages with new product launches without a promotional incentive is not a demographic segment. They are a commercial asset with specific characteristics that can be identified, understood, and used to structure both your acquisition targeting and your product development priority.
I worked in a matrix environment where product ideation was supposed to be informed by this profile. In practice, it was informed by the loudest voices in the user community, which were not always the most commercially significant ones. The best customer and the most vocal customer are rarely the same person.
Find the segment that is actually driving your commercial value. Build everything around them.
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