{
  "review_month": "YYYY-MM",
  "inputs_required": [
    "fresh GSC Queries export",
    "fresh GSC Pages export",
    "AI citation observation log",
    "knowledge-gap remediation queue",
    "freshness queue",
    "change log"
  ],
  "review_sections": [
    "What gained/lost GSC visibility?",
    "Which AI queries cited the site, mentioned it, or ignored it?",
    "Which canonical URLs were cited correctly?",
    "Which competitors repeatedly appeared?",
    "Which missing facts are evidence-backed opportunities?",
    "Which pages are now overlapping or cannibalizing?",
    "Which cost/provider/payment objects are stale?",
    "Which gaps should be fixed on existing pages?",
    "Which proposed new URLs pass Phase 14?"
  ],
  "required_outputs": [
    "updated GSC action map",
    "updated AI visibility baseline",
    "updated remediation queue",
    "updated freshness queue",
    "monthly changes log",
    "next-month priority list"
  ]
}