Three questions guide the future marketing program:
How do annual members and casual riders use Cyclistic bikes
differently?
Why would casual riders buy Cyclistic annual
memberships?
How can Cyclistic use digital media to influence casual riders to
become members?

Members show clear peaks during commuting hours (around 7-9 AM and
4-6 PM) as they use bikes to travel to and from work.
Casual riders use bikes more around midday or early afternoon (11 AM
to 4 PM), indicating recreational use rather than commuting.

Casual riders ride more on the weekend then the weekdays.

Casual riders take fewer rides but the rides are longer.
Key findings
Casual riders use Cyclistic for recreation while members use them to
commute.
Adding a new tailored membership tier, increasing the price based on
trip duration, or convincing casual members to take a bike to work may
entice casuals to become annuals.
Digital media highlighting benefits of annual membership or the
benefits of riding a bike to work are likely to be successful.