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Next-best product is compatibility plus stock plus the current cart — not co-occurrence. Reuse Gateway ~180 ms → ~95 ms and ~$791/mo at 50K — not an attach-rate KPI.
An AI agent for excess inventory recommends stop-buy, transfer, bundle, promo, or liquidation — margin-aware, never an uncontrolled markdown. Reuse Gateway ~180→95 ms and ~$791/mo at 50K.
Remembering everything is not desirable. Session, CRM, OMS, AgentCore Memory, and tickets are different layers. Reuse Gateway ~180 to 95 ms and ~$791/mo at 50K sessions — not a recall KPI.
Post-purchase is a journey coordinator across OMS, ESP, and helpdesk — WISMO stays post 3. Gorgias WISMO is ~18%; reuse Gateway ~180 ms to ~95 ms and ~$791/mo at 50K.
Five phases from quick wins to advanced ops. Post 40 ranks which workflow; this sequences when. Reuse Gateway ~180→95 ms and ~$791/mo at 50K — not a roadmap KPI.
Score automations as Volume × Frequency × Effort × Impact × Feasibility — not a promised return. Model the ~$791/mo platform silhouette at 50K sessions; reuse Gateway ~180 to 95 ms.
An AI vendor-performance agent outputs health, problems, causes, and actions — PO changes stay HITL. Reuse Gateway ~180→95 ms and ~$791/mo at 50K, not a client OTIF KPI.
AI agents do not replace Shopify Flow or OMS state machines. Hybrid is the default: rules own money movement; the agent returns a structured decision. Reuse Gateway ~180 to 95 ms and ~$791/mo at 50K sessions — not store conversion KPIs.
Baymard still measures cart abandonment at 70.22%. Timed reminder emails do not classify why they left. Reuse Gateway ~180 ms → ~95 ms and ~$791/mo at 50K — not a recovery-rate KPI.
A merchandising agent recommends what to feature or bury today — it does not own the homepage. Reuse Gateway ~180 ms → ~95 ms and ~$791/mo at 50K, not a merch-lift KPI.
Fifteen store automations scored as traditional vs agent — not 15 week-one builds. Reuse Gateway ~180 ms to ~95 ms and the ~$791/mo AgentCore silhouette; Baymard cart abandonment sits at 70.22%.
Discounts convert and destroy margin. The agent classifies no-discount / bundle / 5% / human — it does not mint codes. Reuse Gateway ~180 ms → ~95 ms and ~$791/mo at 50K, not a promo-ROI KPI.