S3. Category & BU Insight Cards (AMWAY)

📅Published 2026-05-14·🔄Updated 2026-06-30·⏱2 min read

1. URL & Personas

• /insights · P3 (D&A)

2. Card Presets

Card	Data
Monthly BU GMV (Nutrition / Beauty / Home)	OrderTransaction × Category × Month
ABO direct sales by country	ABODirectSale × Country
Subscription signup / churn trends	Subscription · Event
Vegan trend vs. Nutrilite sales	SocialSignal + GMV
FX vs. in-house global sales	EconomicSignal × Country GMV
Impact after regulatory enactment	RegulatorySignal annotation

3. Per-persona Commentary Differences

P	Comment on the same card (Monthly BU GMV)
P1	"Beauty BU +12%, estimated Sponsor campaign effect"
P2	"Single-household persona rises to a 25% share of Beauty"
P3	"November +1.5σ — joint analysis with FX is required"
P4	"VIP ABO accrual rate +3pt — level-campaign effect"
P5	"Zero ad-language violations; regulatory-safe"

4. Guardrails

• Cite external sources
• Prohibit causal inference
• Monitor multilingual accuracy of LLM comments

5. Demo Scenarios

1. "Monthly BU GMV" → comments from all 5 personas
2. "Vegan trend vs. Nutrilite" → correlation R² 0.71
3. "Hand this card off to the chatbot" → natural transition to S2