{
  "version": "2026-09-18",
  "name": "Continuous AI Visibility + Knowledge Operations Cadence",
  "weekly": [
    "Run the Phase 16 priority query set on selected AI surfaces.",
    "Log mentions, citations, exact cited URLs, competitors and missing information.",
    "Review new Phase 17 remediation items and assign canonical targets.",
    "Recheck any provider or payment claim that was flagged as time-sensitive.",
    "Record substantive site/content changes in the change log."
  ],
  "monthly": [
    "Export fresh Google Search Console Queries + Pages data.",
    "Recalculate compact-keyword opportunities and compare with prior month.",
    "Review AI citation wins/losses by query and channel.",
    "Review stale cost/provider/payment objects.",
    "Run duplicate/thin/doorway QA on newly published pages.",
    "Review internal-link graph for orphaned or newly important entities."
  ],
  "quarterly": [
    "Reverify all high-risk source objects: Medicaid/MLTSS, Medicare, provider licenses and time-sensitive cost benchmarks.",
    "Reassess Tier-1 city/county priorities using accumulated GSC and AI evidence.",
    "Merge or retire pages that have converged into the same intent.",
    "Refresh knowledge catalog, answer-object catalog and source registry.",
    "Review whether any schema-only future action has become genuinely executable."
  ],
  "triggered": [
    "Provider license or participation change",
    "State/federal program rule change",
    "New cost benchmark publication",
    "Material GSC query cluster emergence",
    "Repeated AI citation miss on a high-value query",
    "Wrong canonical URL repeatedly cited",
    "Competitor repeatedly cited for a missing decision fact"
  ]
}