Prioritization Analysis

RICE Scoring Framework

Feature	Reach	Impact	Confidence	Effort	RICE Score	Priority
Early Shipping Cost Display	10,000 users/mo	3 (High)	95%	2 weeks	1,425	P0
Guest-First Checkout	10,000	3	90%	3 weeks	900	P0
Single-Page Mobile	6,000	3	85%	5 weeks	306	P0
BNPL Integration	4,000	2	80%	5 weeks	128	P1
Dynamic Price Summary	10,000	2	90%	1 week	1,800	P0
Smart Form Autofill	8,000	2	90%	2 weeks	720	P1
Multiple Payment Methods	7,000	2	85%	3 weeks	397	P1
Optimized Mobile Forms	6,000	2	90%	2 weeks	540	P1
Security Badge Display	10,000	1	80%	1 week	800	P2

RICE Formula: (Reach × Impact × Confidence) / Effort

Prioritization Matrix: Value vs. Effort

HIGH VALUE, LOW EFFORT (Quick Wins - Do First)
├─ Dynamic Price Summary ⭐
├─ Early Shipping Cost Display ⭐
└─ Security Badge Display

HIGH VALUE, HIGH EFFORT (Major Projects - Do Second)
├─ Guest-First Checkout ⭐⭐⭐
├─ Single-Page Mobile Checkout ⭐⭐⭐
└─ BNPL Integration ⭐⭐

LOW VALUE, LOW EFFORT (Nice to Have - Do Later)
├─ Progress Bar Animation
└─ Social Proof Elements

LOW VALUE, HIGH EFFORT (Avoid/Defer)
└─ Advanced Personalization Engine

Prioritization Rationale

Phase 1 (Sprint 1-2): Address Critical Abandonment Causes
Dynamic Price Summary & Early Shipping Costs - Directly addresses the #1 reason for abandonment (48% of users). High reach, quick implementation.
- Guest-First Checkout - Eliminates forced account creation (causes 25% abandonment). Essential for first-time customers.

Phase 2 (Sprint 3-5): Mobile Optimization

Single-Page Mobile Checkout - Mobile abandonment at 85.65% requires urgent attention. Complex but high-impact feature.
- Optimized Mobile Forms - Complement to single-page checkout; improves mobile UX significantly.

Phase 3 (Sprint 6-8): Payment Expansion

BNPL Integration - Increases conversion by 2.1% and expands market to budget-conscious users.
- Multiple Payment Methods - 13% abandon due to limited payment options; relatively straightforward integration.

Phase 4 (Sprint 9+): Trust & Optimization