Store and scenario catalog
Choose by agent job first, then use the store detail to inspect the exact entities and modeled pressure.
Scope and proof boundaries
Catalog entries declare modeled commerce conditions; they are not forecasts or claims about future customer demand. A template does not redefine the globally supported Admin GraphQL surface. Scenario-only launch-candidate state, carrier-expedite consequences, and variant discontinuation are modeled or reference-only; do not treat them as Shopify read or write capabilities.productUpdate(status: ARCHIVED) affects a whole product, not a variant.Choose by agent job
| Agent job | Look for | Representative evidence |
|---|---|---|
| Pricing | Products with margin and demand sensitivity | Price or discount change plus modeled demand and contribution |
| Inventory | Low stock or incoming supply | Single-location adjustment plus modeled stock position |
| Order cash refund | Canonical committed order and priced committed lines | Line-item cash refund plus separately labelled return/restocking evidence |
| Fulfillment | Open fulfillment work or shipping thresholds | Fulfillment progress or delivery-profile consequence |
| Retention | Abandoned checkout or discount pressure | Bounded offer plus separately labelled modeled cohort or loyalty evidence |
| Catalog | Modeled launch pressure, quality gaps, bundles, or plans | Product-owned catalog change and accepted call record |