Choose a practice store
Match the store and scenario to the agent job before you start collecting evidence.
Use this when
Use this when selecting a practice store for pricing, inventory, fulfillment, retention, or catalog work. Return/restocking, loyalty-credit, cohort, and cross-location transfer economics are internal modeled evidence, not provider operations to send.Before you start
Name one representative agent decision and the meaningful state change that should follow.Steps
- Pricing or promotion: choose demand and margin pressure with supported Product or variant price actions.
- Inventory: choose low-stock or replenishment pressure.
- Order cash refund: choose a canonical committed order with priced committed lines. Return and restocking economics stay internal modeled evidence.
- Fulfillment: choose backlog, SLA, or shipping-threshold pressure.
- Retention: choose modeled winback or abandoned-checkout pressure. Cohort, loyalty-credit, and response economics stay internal modeled evidence; no Shopify transaction-discount action is served.
- Catalog: choose launch, metadata, bundle, or subscription-plan work.
| Agent job | Modeled pressure | Meaningful actions to exercise |
|---|---|---|
| Pricing | Demand and margin response | Product and variant price changes |
| Inventory | Stockouts and incoming supply | Adjust available inventory at one location |
| Order cash refund | Canonical committed order with priced committed lines | Issue a line-item cash refund; inspect separately labelled return/restocking evidence |
| Fulfillment | Backlog and delivery thresholds | Fulfill an order or adjust a delivery profile |
| Retention | Modeled winback or abandoned-checkout pressure | Analyze modeled response evidence; no Shopify transaction-discount action is served |
| Catalog | Launch and content quality | Update product data, variants, or product-owned metafields |