I had to think up 10 hypotheses a week, 3 of which must be powerful and potent. Hypotheses must be directed to increase of ARPU and accesses. At the same time I designed and implemented about 5 A/B tests a week.

As Ultimate Guitar had no UX research culture and no goal to build it, I had to find various sources of knowledge to be successful.