What is the value of a single visit to your website, and how much should you pay to acquire one visit? This is a daily challenge with marketers, and the answers can be easily repurposed when interviewing to judge a candidate's quantitative and "out of the box" thinking abilities.
Cohorts
The logical starting point of quantifying value, marketers need to understand what constraints they should apply to analysis of their acquisition efforts. Cohort based analysis is the basic ingredient of considered planning for future acquisition efforts and marketing budgeting. A few basic cohort structures can be used across multiple verticals, and across most marketing mediums.