Recommendations: offer rules, placements, flows, presentations and responses
What This Service Is For
Recommendations deterministically selects and prices suggestions at registered placements and records presentation and response outcomes. This remains implemented scope awaiting product approval.
Boundary
Rules, placements, flow declarations and telemetry belong here. Checkout workflows execute item actions, pricing quotes supply amounts and promotion seams apply codes. Saved audience bindings are not yet evaluated.
Operations in Words
Staff APIs maintain rules and flow declarations and review placement or performance information. Members can assess and respond to offers; anonymous sessions receive unacceptable estimates at public placements. Staff preview leaves no presentation record. No staff configuration screen exists for this scope.
Events and Jobs
Recommendations has no background processing or external event publication. Presentation retention remains deferred. Its empty inference list reflects deterministic rules and message formatting, with no model call.
Consistency Guarantees
Presentation and rule protection writes are atomic. Item actions share a transaction with their history, but the history index does not prove once-only concurrent actions. Code application commits before separate acceptance recording.