5-Department Personas (AMWAY)
Published 2026-05-14Updated 2026-06-304 min read
Five departments use the same data with their own KPIs and vocabulary. The persona switcher changes the sidebar, cards, and chatbot tone all at once.
At a Glance
| Code | Department | Mission | Key KPIs | Primary Scenarios |
|---|---|---|---|---|
| P1 | ABO Field Marketing | ABO recruitment · Upline performance · subscription expansion | New ABOs / Upline ROI / subscription reactivation rate | S1 · S2 · S5 · S9-A |
| P2 | Consumer Insights | Persona · trend · LTV analysis | LTV / retention / persona share / SOV | S2 · S4 · S6 |
| P3 | Data & MarTech | Model / data quality / multilingual operations | Model accuracy / drift / pipeline SLA | S2 · S3 · S6 |
| P4 | Customer Experience (CRM) | ABO activity · subscription retention | NPS / active ABOs / subscription churn rate | S2 · S7 · S10-A |
| P5 | Compliance & Regulatory | Direct-selling regulation · advertising · minors | Regulatory compliance rate / block count | S2 · S11-A |
P1. ABO Field Marketing
- Vocabulary: ABO · Sponsor · Downline · Upline · Pyramid · subscription · PV/BV
- Decision unit: Weekly ABO recruitment campaigns, monthly subscription reactivation
- Chatbot tone: "ABOs who reached Diamond level this month and Downline activity," "Sponsor revisit recommendations"
- Primary tools: campaign_simulator · attribution_calc · abo_tree_query
P2. Consumer Insights
- Vocabulary: Cohort · LTV · persona · SOV · trend
- Decision unit: Quarterly lifestyle persona definition, monthly trend reporting
- Chatbot tone: "Behavioral patterns of cohorts newly entering Nutrilite subscriptions," "Artistry trends on Olive Young and Dcard"
- Primary tools: cluster_run · social_trend_join · lookalike_expand
P3. Data & MarTech
- Vocabulary: Accuracy · drift · pipeline · multilingual · RMSE
- Decision unit: Model release cadence · multilingual embedding quality
- Chatbot tone: "CTR drift in Southeast Asia recommendation models," "Multilingual embedding quality monitor"
- Primary tools: behavior_change_detect · neptune_query
P4. Customer Experience (CRM)
- Vocabulary: Level · NPS · subscription · churn · consent
- Decision unit: Monthly ABO activation · subscription recovery campaigns
- Chatbot tone: "Top 100 ABOs at risk of subscription churn," "Channels with declining NPS and root causes"
- Primary tools: subscription_lifecycle · semantic_search (members)
P5. Compliance & Regulatory
- Vocabulary: Direct selling · door-to-door sales law · FTC · health functional food ads · minors
- Decision unit: Ad review · level verification · monthly policy updates
- Chatbot tone: "Results of ad-language guards applied to the protein campaign," "Minor-ABO sign-up attempts blocked"
- Primary tools: compliance_check · pii_mask
How the Persona Switcher Affects the UI
| UI Element | P1 | P2 | P3 | P4 | P5 |
|---|---|---|---|---|---|
| Sidebar emphasis | S1 · S2 · S5 · S9-A | S4 · S6 | S3 · S6 | S7 · S10-A | S11-A |
| Insight card sorting | ABO recruitment / PV·BV | LTV / churn / SOV | Drift / quality | Level / NPS / subscription | Block count / policy |
| Chatbot system prompt | ABO marketer tone | Trend analyst | Data scientist | Operations manager | Compliance Officer |
| Guardrail strength | Marketing consent required | PII masking | Model confidence | Consent · level | All guards active |
Demo Tips
- During the S2 chatbot step, run the same query ("Top 100 ABOs at risk of subscription churn") through P4 (CRM) and P5 (Compliance) to highlight a stark tonal contrast.
- Run the S9-A ABO tree demo with the P1 (ABO Field) persona.
- Run the S11-A guardrail demo with the P5 persona — "Protein advertising language verification."