{ "catalog_type": "Revive Continuous AI Visibility + Knowledge Operations", "schema_version": "1.0", "generated_date": "2026-09-11", "site": "https://revive.zennplus.com/", "state": { "system_name": "Revive Continuous AI Visibility + Knowledge Operations", "schema_version": "1.0", "generated_date": "2026-09-11", "current_status": "READY_FOR_OPERATIONALIZATION", "loop": "measure -> detect -> refresh -> remediate -> rebuild -> localize -> commercial-check -> remeasure", "current_inputs": { "visibility_benchmark_queries": 291, "visibility_surfaces": 4, "remediation_queue_items": 1003, "freshness_sources": 34, "freshness_pages": 108, "qa_questions": 2576, "provenance_claims": 269, "commercial_handoffs_enabled": 71, "commercial_handoffs_disabled": 37 }, "live_dependencies": { "external_ai_visibility_runner": false, "remote_source_monitor": false, "server_side_first_party_event_ingestion": false, "automatic_content_rewriter": false }, "governance": { "no_autonomous_medical_claim_rewrite": true, "no_autonomous_new_url_creation": true, "same_benchmark_required_for_before_after_measurement": true, "commercial_layer_separate_from_medical_answer": true, "localized_medical_truth_defaults_to_english_canonical": true, "unknown_freshness_is_not_labeled_stale": true } }, "operating_loop": [ { "step_id": "OPS-01", "name": "Run AI visibility benchmark", "cadence": "weekly", "inputs": [ "Phase 15 benchmark", "current AI surfaces" ], "outputs": [ "visibility observations", "surface summaries" ], "automation_status": "READY_NOT_RUNNING", "owner_role": "AI visibility operations", "failure_condition": "No observation evidence or incomplete surface run", "next_step": "OPS-02" }, { "step_id": "OPS-02", "name": "Detect knowledge and citation gaps", "cadence": "after_each_visibility_run", "inputs": [ "visibility observations", "Q&A catalog", "provenance", "first-party signals when available" ], "outputs": [ "remediation queue updates" ], "automation_status": "READY_NOT_RUNNING", "owner_role": "Knowledge operations", "failure_condition": "Gap produced without traceable evidence", "next_step": "OPS-03" }, { "step_id": "OPS-03", "name": "Check source freshness", "cadence": "by_source_policy", "inputs": [ "freshness source monitor registry" ], "outputs": [ "source change observations", "review flags" ], "automation_status": "READY_NOT_RUNNING", "owner_role": "Evidence operations", "failure_condition": "Remote change treated as medical change without review", "next_step": "OPS-04" }, { "step_id": "OPS-04", "name": "Remediate existing canonical knowledge", "cadence": "continuous_queue", "inputs": [ "remediation queue", "source review flags" ], "outputs": [ "updated answer blocks", "updated evidence", "updated metadata" ], "automation_status": "MANUAL_REVIEW_REQUIRED", "owner_role": "Editorial / medical-content operations", "failure_condition": "New URL created without distinct-intent review", "next_step": "OPS-05" }, { "step_id": "OPS-05", "name": "Rebuild derived machine-readable layers", "cadence": "after_approved_content_change", "inputs": [ "updated canonical page", "decision objects", "citation/provenance layers" ], "outputs": [ "refreshed API JSON", "Q&A mappings", "graph/provenance/freshness objects" ], "automation_status": "READY_NOT_RUNNING", "owner_role": "Knowledge engineering", "failure_condition": "Derived layer disagrees with canonical page", "next_step": "OPS-06" }, { "step_id": "OPS-06", "name": "Validate multilingual equivalence", "cadence": "after_english_fact_change", "inputs": [ "English canonical object", "localized equivalence map" ], "outputs": [ "localized sync review" ], "automation_status": "READY_NOT_RUNNING", "owner_role": "Localization operations", "failure_condition": "Localized medical fact silently overrides English canonical truth", "next_step": "OPS-07" }, { "step_id": "OPS-07", "name": "Validate commercial handoffs", "cadence": "after_page_or_offer_change", "inputs": [ "commercial handoff policy", "page kind", "current destination" ], "outputs": [ "eligible/disabled handoff status" ], "automation_status": "READY_NOT_RUNNING", "owner_role": "Commercial operations", "failure_condition": "Prescription replacement or dose-context commercialization", "next_step": "OPS-08" }, { "step_id": "OPS-08", "name": "Remeasure AI visibility", "cadence": "after_remediation_batch", "inputs": [ "same benchmark query set", "same scoring contract" ], "outputs": [ "before/after comparison" ], "automation_status": "READY_NOT_RUNNING", "owner_role": "AI visibility operations", "failure_condition": "Benchmark wording or scoring changed mid-comparison", "next_step": "OPS-01" } ], "kpis": [ { "kpi_id": "KPI-01", "name": "Revive domain citation rate", "source": "Phase 15 observations", "current_value": null, "status": "PENDING_EXTERNAL_DATA" }, { "kpi_id": "KPI-02", "name": "Preferred canonical URL citation rate", "source": "Phase 15 observations", "current_value": null, "status": "PENDING_EXTERNAL_DATA" }, { "kpi_id": "KPI-03", "name": "Average internal visibility score", "source": "Phase 15 observations", "current_value": null, "status": "PENDING_EXTERNAL_DATA" }, { "kpi_id": "KPI-04", "name": "Open remediation items", "source": "Phase 16 queue", "current_value": 1003, "status": "ACTIVE" }, { "kpi_id": "KPI-05", "name": "Sources requiring initial freshness check", "source": "Phase 17 freshness", "current_value": 34, "status": "ACTION_REQUIRED" }, { "kpi_id": "KPI-06", "name": "Pages missing visible review date", "source": "Phase 17 freshness", "current_value": 108, "status": "ACTION_REQUIRED" }, { "kpi_id": "KPI-07", "name": "Enabled commercial handoffs", "source": "Phase 18 commercial layer", "current_value": 71, "status": "ACTIVE" } ], "triggers": [ { "trigger_id": "TR-01", "condition": "visibility run completed", "action": "ingest observation rows and regenerate gap queue", "automatic_publish": false }, { "trigger_id": "TR-02", "condition": "source check returns CHANGED", "action": "flag dependent claims/pages for review", "automatic_publish": false }, { "trigger_id": "TR-03", "condition": "source check returns UNAVAILABLE", "action": "flag source replacement task and affected claims", "automatic_publish": false }, { "trigger_id": "TR-04", "condition": "approved English medical fact changes", "action": "trigger multilingual equivalence review", "automatic_publish": false }, { "trigger_id": "TR-05", "condition": "commercial destination changes", "action": "revalidate all enabled handoffs", "automatic_publish": false }, { "trigger_id": "TR-06", "condition": "remediation batch approved", "action": "rebuild structured layers then rerun same visibility benchmark", "automatic_publish": false } ], "phase_connections": { "phase15": "measurement", "phase16": "gap detection and remediation queue", "phase17": "freshness monitoring contract", "phase18": "commercial handoff control" }, "deployment_note": "The static Hostinger package now contains the operational contracts and machine-readable state, but continuous execution still requires an external scheduler/worker or CI pipeline.", "governance_note": "No live monitoring, AI-surface querying, or autonomous medical publishing is claimed in this package." }