Research guides

Examples, with the mechanism intact.

Use these starting points to move from a familiar growth question to specific company implementations.

Referral program examples

How companies structure invites, rewards, and activation events into a repeatable referral loop.

Observed onboarding approaches that help a new user get to a first useful moment.

How products make a free experience useful, then place paid capability near a meaningful limit or need.