{
  "kind": "answer",
  "studySlug": "citation-decay",
  "slug": "what-is-the-right-refresh-cadence-if-citations-decay-this-fast",
  "title": "What is the right refresh cadence if citations decay this fast?",
  "description": "The cadence has to be tighter than most editorial calendars assume. When the median citation lasts 0 days and the average brand half-life is 31 days, quarterly reaction loops are too slow.",
  "lastUpdated": "2026-03-30",
  "lastTested": "2026-03-30",
  "sourceStudyUrl": "/trakkr-research/citation-decay",
  "sourceStudyTitle": "The Half-Life of AI Citations",
  "claimIds": [
    "citation-decay:median-life",
    "citation-decay:brand-half-life",
    "citation-decay:one-and-done"
  ],
  "relatedSlugs": [
    "answer:does-a-citation-win-mean-you-have-a-durable-position",
    "answer:what-is-the-most-important-metric-in-the-decay-study",
    "fact:only-six-point-eight-percent-of-citations-are-still-active-at-the-end",
    "tracker:citation-persistence-tracker"
  ],
  "methodologySummary": "Built from 857,138 reports, 108,650 citations, 10,991 brands, and 8 tracked models across a 10-month observation window.",
  "limitations": [
    "Decay describes observed persistence, not the full causal mechanism behind why a citation disappears.",
    "Brand- and domain-level averages can hide very different retention patterns by query class or model.",
    "Some of the stickiest or most volatile domains come from niche query pockets and should be read as examples, not universal leaders."
  ],
  "keywords": [
    "citation decay",
    "AI half life",
    "AI citation persistence",
    "AI visibility churn",
    "refresh cadence AI citations",
    "content refresh AI"
  ],
  "schemaHints": {
    "pageType": "Article",
    "includeDataset": true
  },
  "question": "What is the right refresh cadence if citations decay this fast?",
  "directAnswer": "Usually, the cadence must be tighter than standard editorial calendars. With a median citation lifespan of 0 days and an average brand half-life of 31 days, quarterly reaction loops are too slow.",
  "answerSummary": "Refresh strategies must align with observed decay rates and revisit patterns rather than arbitrary publishing schedules to maintain visibility.",
  "keyFacts": [
    {
      "label": "Median citation lifespan",
      "value": "0 days",
      "detail": "Most citations disappear immediately.",
      "claimId": "citation-decay:median-life"
    },
    {
      "label": "Brand half-life",
      "value": "31 days",
      "detail": "Average time for brand presence to halve from peak.",
      "claimId": "citation-decay:brand-half-life"
    },
    {
      "label": "One-and-done citations",
      "value": "72.8%",
      "detail": "Citations that appear once and vanish.",
      "claimId": "citation-decay:one-and-done"
    }
  ],
  "evidenceTable": [
    {
      "label": "Median citation lifespan",
      "value": "0 days",
      "note": "Most citations disappear immediately."
    },
    {
      "label": "Brand half-life",
      "value": "31 days",
      "note": "Average time for brand presence to halve from peak."
    },
    {
      "label": "One-and-done citations",
      "value": "72.8%",
      "note": "Citations that appear once and vanish."
    }
  ],
  "whyItMatters": "Operators need to establish publishing and measurement rules based on actual decay data to avoid relying on outdated visibility metrics.",
  "whatToDo": [
    "Measure visibility as a moving system rather than a one-time citation snapshot.",
    "Refresh and monitor citation-driving pages based on actual model decay rates.",
    "Separate durable wins from temporary spikes to prevent overreacting to short-lived mentions."
  ],
  "faqs": [
    {
      "question": "How long does the average brand presence last before dropping?",
      "answer": "The average brand half-life is 31 days, meaning brand presence halves from its peak in about a month."
    },
    {
      "question": "Why do most citations seem to disappear immediately?",
      "answer": "Data shows the median citation lifespan is 0 days, and 72.8% are one-and-done citations that appear once and vanish."
    }
  ]
}