{
  "schema_version": 1,
  "asset_id": "authority.samuelz.muc-booking-window-study.v1",
  "title": "Samuelz MUC Chauffeur Booking Window Study 2026",
  "canonical_url": "https://samuelz.com/en/munich-airport-chauffeur-booking-window",
  "localized_pages": {
    "de": "https://samuelz.com/de/munich-airport-chauffeur-booking-window",
    "en": "https://samuelz.com/en/munich-airport-chauffeur-booking-window"
  },
  "published_at": "2026-07-29",
  "period": {
    "from": "2023-05-19",
    "to": "2026-07-28"
  },
  "sample_size": 1903,
  "percentiles_days": {
    "p25": 2.8,
    "median": 8.7,
    "p75": 22.7
  },
  "booking_window_buckets": [
    {
      "bucket": "under_24h",
      "label_de": "Unter 24 Stunden",
      "label_en": "Under 24 hours",
      "reservations": 275,
      "share_percent": 14.5
    },
    {
      "bucket": "24_48h",
      "label_de": "24 bis 48 Stunden",
      "label_en": "24 to 48 hours",
      "reservations": 133,
      "share_percent": 7
    },
    {
      "bucket": "2_7d",
      "label_de": "2 bis 7 Tage",
      "label_en": "2 to 7 days",
      "reservations": 445,
      "share_percent": 23.4
    },
    {
      "bucket": "7_30d",
      "label_de": "7 bis 30 Tage",
      "label_en": "7 to 30 days",
      "reservations": 848,
      "share_percent": 44.6
    },
    {
      "bucket": "30d_plus",
      "label_de": "30 Tage oder mehr",
      "label_en": "30 days or more",
      "reservations": 202,
      "share_percent": 10.6
    }
  ],
  "visual_descriptions": {
    "chart": "Five bars show the 7–30 day bucket as the largest at 848 reservations (44.6%), followed by 2–7 days at 445 (23.4%).",
    "table": "Five mutually exclusive booking-window rows report aggregate reservation counts and one-decimal percentage shares."
  },
  "methodology": "Tenant-bound Samuelz reservations with MUC, airport or Flughafen in pickup or destination; booking window is scheduled pickup minus record creation; two negative intervals excluded.",
  "limitations": [
    "Not representative of the total Munich market.",
    "No claim about punctuality, availability, failures or causality.",
    "Aggregate results only; no raw reservation or customer records."
  ],
  "privacy": {
    "publication_level": "aggregate_only",
    "minimum_published_cell_count": 133,
    "excluded_fields": [
      "reservation identifiers",
      "customer data",
      "pickup and destination text",
      "timestamps"
    ]
  },
  "rights": {
    "license": "All rights reserved.",
    "reuse_notice": "Citation and linking with full source attribution are welcome. Redistribution or adaptation requires permission.",
    "citation": {
      "de": "Samuelz MUC Chauffeur Buchungsfenster-Studie 2026, n = 1.903, Buchungen Mai 2023 bis Juli 2026, samuelz.com.",
      "en": "Samuelz MUC Chauffeur Booking Window Study 2026, n = 1,903, bookings May 2023 to July 2026, samuelz.com."
    }
  },
  "distribution_measurement": {
    "pii_policy": "No personal names, email addresses, booking references or free text in campaign parameters.",
    "landing_url_template": "https://samuelz.com/<locale>/munich-airport-chauffeur-booking-window",
    "convention": {
      "utm_source": "<publisher_or_partner_slug>",
      "utm_medium": "earned_media | b2b_referral | organic_ai",
      "utm_campaign": "authority_muc_booking_window_study_2026_v1",
      "utm_content": "dataset_json | dataset_csv | brief_de | brief_en",
      "campaign_slug": "authority_muc_booking_window_study_2026_v1"
    }
  }
}