Measure what matters
Define KPIs upfront and instrument the full funnel.
- Acquisition: active voice users, first-time to repeat ratio.
- Engagement: intent match rate, average turns per task, reprompt rate, and latency.
- Conversion: cart add rate, checkout completion, AOV, reorder rate, and subscription opt-ins.
- Quality: NLU confidence distribution, fallbacks, and handoffs to web/app.
- Support: order status self-service rate and cancellation accuracy.
Pair quantitative metrics with session reviews to spot confusing prompts, missing synonyms, or catalog mismatches. Prioritize fixes that cut turns and reduce clarifications.
Where Magento merchants win first
Start with simple, high-frequency scenarios that create real customer value:
- Grocery and household: recurring staples with size or brand defaults.
- Health and beauty: replenishment flows with reminders and subscriptions.
- Pet supplies: predictable reorder cycles and bulk discounts.
- Electronics accessories: quick add for cables, chargers, and cases.
As you scale, extend to guided discovery for selected SKUs, voice-enabled support flows, and proactive notifications (“Your toner is low — reorder now?”). Keep complexity bounded and let your PWA handle deep research and comparisons.
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