Funnel Stage	Contribution Logic	ARR Impact
Acquisition	No revenue	—
Activation	First trade fees	10–15%
Engagement	Recurring trading	40–50%
Retention	Weekly consistency	25–30%
Loyalty	Referral compounding	10–20% incremental ARR