Such was the case for HubSpot, which sells enterprise level customer relationship management and marketing software. By rigorously analyzing user data, it discovered that customers who went through up-front product training were retained much longer than those who didn’t. So the company changed its sales policy to make paid product training a mandatory part of the new customer experience.