{
  "page": "https://directindex.org/stats/direct-booking",
  "cite": "46% of business websites take a booking or an order themselves (The Direct Index, 18 October 2026, directindex.org/stats/direct-booking).",
  "licence": "ODbL",
  "computedAt": "2026-10-18T14:22:51.897Z",
  "frozenCopies": [],
  "topic": {
    "id": "direct-booking",
    "title": "46% of business websites take a booking or an order themselves",
    "group": "Agents",
    "base": "reachable business websites",
    "unit": "pct",
    "ranked": true,
    "caveat": "Counted when the site takes the booking or order on its own pages or through a vendor acting for the business. A link out to a marketplace doesn't count."
  },
  "global": {
    "v": 45.5,
    "num": 87213,
    "den": 191767,
    "cities": 675
  },
  "byKind": {
    "restaurants": {
      "v": 47.4,
      "num": 38467,
      "den": 81214,
      "cities": 135
    },
    "cafes": {
      "v": 40.1,
      "num": 14307,
      "den": 35647,
      "cities": 135
    },
    "salons": {
      "v": 42.9,
      "num": 10484,
      "den": 24445,
      "cities": 135
    },
    "clinics": {
      "v": 50.5,
      "num": 18548,
      "den": 36705,
      "cities": 135
    },
    "tours": {
      "v": 39.3,
      "num": 5407,
      "den": 13756,
      "cities": 135
    }
  },
  "cities": [
    {
      "slug": "minneapolis",
      "name": "Minneapolis",
      "country": "US",
      "kind": "restaurants",
      "value": 74,
      "num": 288,
      "of": 389,
      "rank": 1,
      "ranked_among": 106,
      "page": "https://directindex.org/city/minneapolis"
    },
    {
      "slug": "charlotte",
      "name": "Charlotte",
      "country": "US",
      "kind": "restaurants",
      "value": 72.8,
      "num": 219,
      "of": 301,
      "rank": 2,
      "ranked_among": 106,
      "page": "https://directindex.org/city/charlotte"
    },
    {
      "slug": "washington",
      "name": "Washington",
      "country": "US",
      "kind": "restaurants",
      "value": 72.1,
      "num": 824,
      "of": 1143,
      "rank": 3,
      "ranked_among": 106,
      "page": "https://directindex.org/city/washington"
    },
    {
      "slug": "austin",
      "name": "Austin",
      "country": "US",
      "kind": "restaurants",
      "value": 72,
      "num": 366,
      "of": 508,
      "rank": 4,
      "ranked_among": 106,
      "page": "https://directindex.org/city/austin"
    },
    {
      "slug": "glasgow",
      "name": "Glasgow",
      "country": "GB",
      "kind": "restaurants",
      "value": 70.8,
      "num": 155,
      "of": 219,
      "rank": 5,
      "ranked_among": 106,
      "page": "https://directindex.org/city/glasgow"
    },
    {
      "slug": "orlando",
      "name": "Orlando",
      "country": "US",
      "kind": "restaurants",
      "value": 69,
      "num": 165,
      "of": 239,
      "rank": 6,
      "ranked_among": 106,
      "page": "https://directindex.org/city/orlando"
    },
    {
      "slug": "dublin",
      "name": "Dublin",
      "country": "IE",
      "kind": "restaurants",
      "value": 68,
      "num": 255,
      "of": 375,
      "rank": 7,
      "ranked_among": 106,
      "page": "https://directindex.org/city/dublin"
    },
    {
      "slug": "seattle",
      "name": "Seattle",
      "country": "US",
      "kind": "restaurants",
      "value": 67.7,
      "num": 489,
      "of": 722,
      "rank": 8,
      "ranked_among": 106,
      "page": "https://directindex.org/city/seattle"
    },
    {
      "slug": "edinburgh",
      "name": "Edinburgh",
      "country": "GB",
      "kind": "restaurants",
      "value": 67.2,
      "num": 271,
      "of": 403,
      "rank": 9,
      "ranked_among": 106,
      "page": "https://directindex.org/city/edinburgh"
    },
    {
      "slug": "atlanta",
      "name": "Atlanta",
      "country": "US",
      "kind": "restaurants",
      "value": 67.1,
      "num": 280,
      "of": 417,
      "rank": 10,
      "ranked_among": 106,
      "page": "https://directindex.org/city/atlanta"
    },
    {
      "slug": "san-francisco",
      "name": "San Francisco",
      "country": "US",
      "kind": "restaurants",
      "value": 67.1,
      "num": 605,
      "of": 901,
      "rank": 10,
      "ranked_among": 106,
      "page": "https://directindex.org/city/san-francisco"
    },
    {
      "slug": "chicago",
      "name": "Chicago",
      "country": "US",
      "kind": "restaurants",
      "value": 67,
      "num": 807,
      "of": 1205,
      "rank": 12,
      "ranked_among": 106,
      "page": "https://directindex.org/city/chicago"
    },
    {
      "slug": "phoenix",
      "name": "Phoenix",
      "country": "US",
      "kind": "restaurants",
      "value": 67,
      "num": 293,
      "of": 437,
      "rank": 12,
      "ranked_among": 106,
      "page": "https://directindex.org/city/phoenix"
    },
    {
      "slug": "boston",
      "name": "Boston",
      "country": "US",
      "kind": "restaurants",
      "value": 66.8,
      "num": 456,
      "of": 683,
      "rank": 14,
      "ranked_among": 106,
      "page": "https://directindex.org/city/boston"
    },
    {
      "slug": "dallas",
      "name": "Dallas",
      "country": "US",
      "kind": "restaurants",
      "value": 66.6,
      "num": 426,
      "of": 640,
      "rank": 15,
      "ranked_among": 106,
      "page": "https://directindex.org/city/dallas"
    },
    {
      "slug": "houston",
      "name": "Houston",
      "country": "US",
      "kind": "restaurants",
      "value": 66.5,
      "num": 339,
      "of": 510,
      "rank": 16,
      "ranked_among": 106,
      "page": "https://directindex.org/city/houston"
    },
    {
      "slug": "birmingham",
      "name": "Birmingham",
      "country": "GB",
      "kind": "restaurants",
      "value": 65.8,
      "num": 181,
      "of": 275,
      "rank": 17,
      "ranked_among": 106,
      "page": "https://directindex.org/city/birmingham"
    },
    {
      "slug": "denver",
      "name": "Denver",
      "country": "US",
      "kind": "restaurants",
      "value": 65.8,
      "num": 430,
      "of": 653,
      "rank": 17,
      "ranked_among": 106,
      "page": "https://directindex.org/city/denver"
    },
    {
      "slug": "san-diego",
      "name": "San Diego",
      "country": "US",
      "kind": "restaurants",
      "value": 65.7,
      "num": 473,
      "of": 720,
      "rank": 19,
      "ranked_among": 106,
      "page": "https://directindex.org/city/san-diego"
    },
    {
      "slug": "los-angeles",
      "name": "Los Angeles",
      "country": "US",
      "kind": "restaurants",
      "value": 65.3,
      "num": 762,
      "of": 1167,
      "rank": 20,
      "ranked_among": 106,
      "page": "https://directindex.org/city/los-angeles"
    },
    {
      "slug": "lille",
      "name": "Lille",
      "country": "FR",
      "kind": "restaurants",
      "value": 64.2,
      "num": 163,
      "of": 254,
      "rank": 21,
      "ranked_among": 106,
      "page": "https://directindex.org/city/lille"
    },
    {
      "slug": "aarhus",
      "name": "Aarhus",
      "country": "DK",
      "kind": "restaurants",
      "value": 63.7,
      "num": 163,
      "of": 256,
      "rank": 22,
      "ranked_among": 106,
      "page": "https://directindex.org/city/aarhus"
    },
    {
      "slug": "philadelphia",
      "name": "Philadelphia",
      "country": "US",
      "kind": "restaurants",
      "value": 63.5,
      "num": 360,
      "of": 567,
      "rank": 23,
      "ranked_among": 106,
      "page": "https://directindex.org/city/philadelphia"
    },
    {
      "slug": "san-jose",
      "name": "San Jose",
      "country": "US",
      "kind": "restaurants",
      "value": 62.8,
      "num": 323,
      "of": 514,
      "rank": 24,
      "ranked_among": 106,
      "page": "https://directindex.org/city/san-jose"
    },
    {
      "slug": "calgary",
      "name": "Calgary",
      "country": "CA",
      "kind": "restaurants",
      "value": 62.5,
      "num": 349,
      "of": 558,
      "rank": 25,
      "ranked_among": 106,
      "page": "https://directindex.org/city/calgary"
    },
    {
      "slug": "london",
      "name": "London",
      "country": "GB",
      "kind": "restaurants",
      "value": 61.6,
      "num": 1624,
      "of": 2637,
      "rank": 26,
      "ranked_among": 106,
      "page": "https://directindex.org/city/london"
    },
    {
      "slug": "valencia",
      "name": "Valencia",
      "country": "ES",
      "kind": "restaurants",
      "value": 60.1,
      "num": 149,
      "of": 248,
      "rank": 27,
      "ranked_among": 106,
      "page": "https://directindex.org/city/valencia"
    },
    {
      "slug": "new-york",
      "name": "New York",
      "country": "US",
      "kind": "restaurants",
      "value": 59.4,
      "num": 2094,
      "of": 3524,
      "rank": 28,
      "ranked_among": 106,
      "page": "https://directindex.org/city/new-york"
    },
    {
      "slug": "madrid",
      "name": "Madrid",
      "country": "ES",
      "kind": "restaurants",
      "value": 58.7,
      "num": 570,
      "of": 971,
      "rank": 29,
      "ranked_among": 106,
      "page": "https://directindex.org/city/madrid"
    },
    {
      "slug": "sydney",
      "name": "Sydney",
      "country": "AU",
      "kind": "restaurants",
      "value": 58.3,
      "num": 413,
      "of": 709,
      "rank": 30,
      "ranked_among": 106,
      "page": "https://directindex.org/city/sydney"
    },
    {
      "slug": "auckland",
      "name": "Auckland",
      "country": "NZ",
      "kind": "restaurants",
      "value": 57.2,
      "num": 186,
      "of": 325,
      "rank": 31,
      "ranked_among": 106,
      "page": "https://directindex.org/city/auckland"
    },
    {
      "slug": "barcelona",
      "name": "Barcelona",
      "country": "ES",
      "kind": "restaurants",
      "value": 57.2,
      "num": 364,
      "of": 636,
      "rank": 31,
      "ranked_among": 106,
      "page": "https://directindex.org/city/barcelona"
    },
    {
      "slug": "bern",
      "name": "Bern",
      "country": "CH",
      "kind": "restaurants",
      "value": 55.9,
      "num": 156,
      "of": 279,
      "rank": 33,
      "ranked_among": 106,
      "page": "https://directindex.org/city/bern"
    },
    {
      "slug": "strasbourg",
      "name": "Strasbourg",
      "country": "FR",
      "kind": "restaurants",
      "value": 55.8,
      "num": 197,
      "of": 353,
      "rank": 34,
      "ranked_among": 106,
      "page": "https://directindex.org/city/strasbourg"
    },
    {
      "slug": "utrecht",
      "name": "Utrecht",
      "country": "NL",
      "kind": "restaurants",
      "value": 55.6,
      "num": 298,
      "of": 536,
      "rank": 35,
      "ranked_among": 106,
      "page": "https://directindex.org/city/utrecht"
    },
    {
      "slug": "manchester",
      "name": "Manchester",
      "country": "GB",
      "kind": "restaurants",
      "value": 55.5,
      "num": 186,
      "of": 335,
      "rank": 36,
      "ranked_among": 106,
      "page": "https://directindex.org/city/manchester"
    },
    {
      "slug": "singapore",
      "name": "Singapore",
      "country": "SG",
      "kind": "restaurants",
      "value": 54.9,
      "num": 250,
      "of": 455,
      "rank": 37,
      "ranked_among": 106,
      "page": "https://directindex.org/city/singapore"
    },
    {
      "slug": "vancouver",
      "name": "Vancouver",
      "country": "CA",
      "kind": "restaurants",
      "value": 53.9,
      "num": 458,
      "of": 849,
      "rank": 38,
      "ranked_among": 106,
      "page": "https://directindex.org/city/vancouver"
    },
    {
      "slug": "melbourne",
      "name": "Melbourne",
      "country": "AU",
      "kind": "restaurants",
      "value": 53.5,
      "num": 496,
      "of": 927,
      "rank": 39,
      "ranked_among": 106,
      "page": "https://directindex.org/city/melbourne"
    },
    {
      "slug": "ghent",
      "name": "Ghent",
      "country": "BE",
      "kind": "restaurants",
      "value": 53.3,
      "num": 219,
      "of": 411,
      "rank": 40,
      "ranked_among": 106,
      "page": "https://directindex.org/city/ghent"
    },
    {
      "slug": "basel",
      "name": "Basel",
      "country": "CH",
      "kind": "restaurants",
      "value": 52.7,
      "num": 116,
      "of": 220,
      "rank": 41,
      "ranked_among": 106,
      "page": "https://directindex.org/city/basel"
    },
    {
      "slug": "nantes",
      "name": "Nantes",
      "country": "FR",
      "kind": "restaurants",
      "value": 52.1,
      "num": 184,
      "of": 353,
      "rank": 42,
      "ranked_among": 106,
      "page": "https://directindex.org/city/nantes"
    },
    {
      "slug": "paris",
      "name": "Paris",
      "country": "FR",
      "kind": "restaurants",
      "value": 52,
      "num": 1377,
      "of": 2646,
      "rank": 43,
      "ranked_among": 106,
      "page": "https://directindex.org/city/paris"
    },
    {
      "slug": "zurich",
      "name": "Zurich",
      "country": "CH",
      "kind": "restaurants",
      "value": 51.3,
      "num": 364,
      "of": 710,
      "rank": 44,
      "ranked_among": 106,
      "page": "https://directindex.org/city/zurich"
    },
    {
      "slug": "dresden",
      "name": "Dresden",
      "country": "DE",
      "kind": "restaurants",
      "value": 50.1,
      "num": 190,
      "of": 379,
      "rank": 45,
      "ranked_among": 106,
      "page": "https://directindex.org/city/dresden"
    },
    {
      "slug": "toronto",
      "name": "Toronto",
      "country": "CA",
      "kind": "restaurants",
      "value": 50.1,
      "num": 479,
      "of": 957,
      "rank": 45,
      "ranked_among": 106,
      "page": "https://directindex.org/city/toronto"
    },
    {
      "slug": "perth",
      "name": "Perth",
      "country": "AU",
      "kind": "restaurants",
      "value": 49.6,
      "num": 580,
      "of": 1170,
      "rank": 47,
      "ranked_among": 106,
      "page": "https://directindex.org/city/perth"
    },
    {
      "slug": "lausanne",
      "name": "Lausanne",
      "country": "CH",
      "kind": "restaurants",
      "value": 49.5,
      "num": 139,
      "of": 281,
      "rank": 48,
      "ranked_among": 106,
      "page": "https://directindex.org/city/lausanne"
    },
    {
      "slug": "brisbane",
      "name": "Brisbane",
      "country": "AU",
      "kind": "restaurants",
      "value": 48.6,
      "num": 836,
      "of": 1720,
      "rank": 49,
      "ranked_among": 106,
      "page": "https://directindex.org/city/brisbane"
    },
    {
      "slug": "the-hague",
      "name": "The Hague",
      "country": "NL",
      "kind": "restaurants",
      "value": 48.5,
      "num": 239,
      "of": 493,
      "rank": 50,
      "ranked_among": 106,
      "page": "https://directindex.org/city/the-hague"
    },
    {
      "slug": "lyon",
      "name": "Lyon",
      "country": "FR",
      "kind": "restaurants",
      "value": 48.1,
      "num": 373,
      "of": 776,
      "rank": 51,
      "ranked_among": 106,
      "page": "https://directindex.org/city/lyon"
    },
    {
      "slug": "miami",
      "name": "Miami",
      "country": "US",
      "kind": "restaurants",
      "value": 47.9,
      "num": 1348,
      "of": 2813,
      "rank": 52,
      "ranked_among": 106,
      "page": "https://directindex.org/city/miami"
    },
    {
      "slug": "brussels",
      "name": "Brussels",
      "country": "BE",
      "kind": "restaurants",
      "value": 47.8,
      "num": 700,
      "of": 1464,
      "rank": 53,
      "ranked_among": 106,
      "page": "https://directindex.org/city/brussels"
    },
    {
      "slug": "ottawa",
      "name": "Ottawa",
      "country": "CA",
      "kind": "restaurants",
      "value": 47.6,
      "num": 232,
      "of": 487,
      "rank": 54,
      "ranked_among": 106,
      "page": "https://directindex.org/city/ottawa"
    },
    {
      "slug": "leipzig",
      "name": "Leipzig",
      "country": "DE",
      "kind": "restaurants",
      "value": 46.7,
      "num": 176,
      "of": 377,
      "rank": 55,
      "ranked_among": 106,
      "page": "https://directindex.org/city/leipzig"
    },
    {
      "slug": "toulouse",
      "name": "Toulouse",
      "country": "FR",
      "kind": "restaurants",
      "value": 46.7,
      "num": 193,
      "of": 413,
      "rank": 55,
      "ranked_among": 106,
      "page": "https://directindex.org/city/toulouse"
    },
    {
      "slug": "gothenburg",
      "name": "Gothenburg",
      "country": "SE",
      "kind": "restaurants",
      "value": 46.6,
      "num": 189,
      "of": 406,
      "rank": 57,
      "ranked_among": 106,
      "page": "https://directindex.org/city/gothenburg"
    },
    {
      "slug": "eindhoven",
      "name": "Eindhoven",
      "country": "NL",
      "kind": "restaurants",
      "value": 46.4,
      "num": 124,
      "of": 267,
      "rank": 58,
      "ranked_among": 106,
      "page": "https://directindex.org/city/eindhoven"
    },
    {
      "slug": "antwerp",
      "name": "Antwerp",
      "country": "BE",
      "kind": "restaurants",
      "value": 45,
      "num": 388,
      "of": 862,
      "rank": 59,
      "ranked_among": 106,
      "page": "https://directindex.org/city/antwerp"
    },
    {
      "slug": "essen",
      "name": "Essen",
      "country": "DE",
      "kind": "restaurants",
      "value": 45,
      "num": 145,
      "of": 322,
      "rank": 59,
      "ranked_among": 106,
      "page": "https://directindex.org/city/essen"
    },
    {
      "slug": "salzburg",
      "name": "Salzburg",
      "country": "AT",
      "kind": "restaurants",
      "value": 44,
      "num": 135,
      "of": 307,
      "rank": 61,
      "ranked_among": 106,
      "page": "https://directindex.org/city/salzburg"
    },
    {
      "slug": "hanover",
      "name": "Hanover",
      "country": "DE",
      "kind": "restaurants",
      "value": 43.8,
      "num": 195,
      "of": 445,
      "rank": 62,
      "ranked_among": 106,
      "page": "https://directindex.org/city/hanover"
    },
    {
      "slug": "geneva",
      "name": "Geneva",
      "country": "CH",
      "kind": "restaurants",
      "value": 43.6,
      "num": 126,
      "of": 289,
      "rank": 63,
      "ranked_among": 106,
      "page": "https://directindex.org/city/geneva"
    },
    {
      "slug": "bremen",
      "name": "Bremen",
      "country": "DE",
      "kind": "restaurants",
      "value": 43.5,
      "num": 184,
      "of": 423,
      "rank": 64,
      "ranked_among": 106,
      "page": "https://directindex.org/city/bremen"
    },
    {
      "slug": "malmo",
      "name": "Malmö",
      "country": "SE",
      "kind": "restaurants",
      "value": 43.5,
      "num": 93,
      "of": 214,
      "rank": 64,
      "ranked_among": 106,
      "page": "https://directindex.org/city/malmo"
    },
    {
      "slug": "marseille",
      "name": "Marseille",
      "country": "FR",
      "kind": "restaurants",
      "value": 42.9,
      "num": 81,
      "of": 189,
      "rank": 66,
      "ranked_among": 106,
      "page": "https://directindex.org/city/marseille"
    },
    {
      "slug": "milan",
      "name": "Milan",
      "country": "IT",
      "kind": "restaurants",
      "value": 42.8,
      "num": 393,
      "of": 918,
      "rank": 67,
      "ranked_among": 106,
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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      "slug": "brisbane-salons",
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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      "page": "https://directindex.org/city/melbourne-clinics"
    },
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    },
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      "of": 585,
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    },
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    },
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    },
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    },
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    },
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      "page": "https://directindex.org/city/brisbane-clinics"
    },
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      "of": 207,
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      "ranked_among": 41,
      "page": "https://directindex.org/city/zurich-clinics"
    },
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      "rank": 14,
      "ranked_among": 41,
      "page": "https://directindex.org/city/munich-clinics"
    },
    {
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      "rank": 15,
      "ranked_among": 41,
      "page": "https://directindex.org/city/miami-clinics"
    },
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      "num": 1178,
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      "rank": 16,
      "ranked_among": 41,
      "page": "https://directindex.org/city/vienna-clinics"
    },
    {
      "slug": "amsterdam-clinics",
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      "ranked_among": 41,
      "page": "https://directindex.org/city/amsterdam-clinics"
    },
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      "name": "Cologne",
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      "kind": "clinics",
      "value": 52,
      "num": 243,
      "of": 467,
      "rank": 18,
      "ranked_among": 41,
      "page": "https://directindex.org/city/cologne-clinics"
    },
    {
      "slug": "linz-clinics",
      "name": "Linz",
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      "kind": "clinics",
      "value": 50.3,
      "num": 166,
      "of": 330,
      "rank": 19,
      "ranked_among": 41,
      "page": "https://directindex.org/city/linz-clinics"
    },
    {
      "slug": "frankfurt-clinics",
      "name": "Frankfurt",
      "country": "DE",
      "kind": "clinics",
      "value": 50,
      "num": 180,
      "of": 360,
      "rank": 20,
      "ranked_among": 41,
      "page": "https://directindex.org/city/frankfurt-clinics"
    },
    {
      "slug": "salzburg-clinics",
      "name": "Salzburg",
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      "kind": "clinics",
      "value": 48.1,
      "num": 151,
      "of": 314,
      "rank": 21,
      "ranked_among": 41,
      "page": "https://directindex.org/city/salzburg-clinics"
    },
    {
      "slug": "stuttgart-clinics",
      "name": "Stuttgart",
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      "kind": "clinics",
      "value": 47.8,
      "num": 177,
      "of": 370,
      "rank": 22,
      "ranked_among": 41,
      "page": "https://directindex.org/city/stuttgart-clinics"
    },
    {
      "slug": "leipzig-clinics",
      "name": "Leipzig",
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      "kind": "clinics",
      "value": 47,
      "num": 148,
      "of": 315,
      "rank": 23,
      "ranked_among": 41,
      "page": "https://directindex.org/city/leipzig-clinics"
    },
    {
      "slug": "dusseldorf-clinics",
      "name": "Düsseldorf",
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      "kind": "clinics",
      "value": 46.6,
      "num": 115,
      "of": 247,
      "rank": 24,
      "ranked_among": 41,
      "page": "https://directindex.org/city/dusseldorf-clinics"
    },
    {
      "slug": "antwerp-clinics",
      "name": "Antwerp",
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      "kind": "clinics",
      "value": 46.5,
      "num": 126,
      "of": 271,
      "rank": 25,
      "ranked_among": 41,
      "page": "https://directindex.org/city/antwerp-clinics"
    },
    {
      "slug": "graz-clinics",
      "name": "Graz",
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      "kind": "clinics",
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      "num": 237,
      "of": 515,
      "rank": 26,
      "ranked_among": 41,
      "page": "https://directindex.org/city/graz-clinics"
    },
    {
      "slug": "hanover-clinics",
      "name": "Hanover",
      "country": "DE",
      "kind": "clinics",
      "value": 44.6,
      "num": 164,
      "of": 368,
      "rank": 27,
      "ranked_among": 41,
      "page": "https://directindex.org/city/hanover-clinics"
    },
    {
      "slug": "hamburg-clinics",
      "name": "Hamburg",
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      "kind": "clinics",
      "value": 44.1,
      "num": 461,
      "of": 1045,
      "rank": 28,
      "ranked_among": 41,
      "page": "https://directindex.org/city/hamburg-clinics"
    },
    {
      "slug": "lisbon-clinics",
      "name": "Lisbon",
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      "kind": "clinics",
      "value": 41.8,
      "num": 192,
      "of": 459,
      "rank": 29,
      "ranked_among": 41,
      "page": "https://directindex.org/city/lisbon-clinics"
    },
    {
      "slug": "berlin-clinics",
      "name": "Berlin",
      "country": "DE",
      "kind": "clinics",
      "value": 40.9,
      "num": 3037,
      "of": 7425,
      "rank": 30,
      "ranked_among": 41,
      "page": "https://directindex.org/city/berlin-clinics"
    },
    {
      "slug": "nuremberg-clinics",
      "name": "Nuremberg",
      "country": "DE",
      "kind": "clinics",
      "value": 40.8,
      "num": 86,
      "of": 211,
      "rank": 31,
      "ranked_among": 41,
      "page": "https://directindex.org/city/nuremberg-clinics"
    },
    {
      "slug": "dortmund-clinics",
      "name": "Dortmund",
      "country": "DE",
      "kind": "clinics",
      "value": 40.2,
      "num": 130,
      "of": 323,
      "rank": 32,
      "ranked_among": 41,
      "page": "https://directindex.org/city/dortmund-clinics"
    },
    {
      "slug": "brussels-clinics",
      "name": "Brussels",
      "country": "BE",
      "kind": "clinics",
      "value": 39.9,
      "num": 240,
      "of": 601,
      "rank": 33,
      "ranked_among": 41,
      "page": "https://directindex.org/city/brussels-clinics"
    },
    {
      "slug": "porto-clinics",
      "name": "Porto",
      "country": "PT",
      "kind": "clinics",
      "value": 36.7,
      "num": 99,
      "of": 270,
      "rank": 34,
      "ranked_among": 41,
      "page": "https://directindex.org/city/porto-clinics"
    },
    {
      "slug": "bremen-clinics",
      "name": "Bremen",
      "country": "DE",
      "kind": "clinics",
      "value": 35.4,
      "num": 90,
      "of": 254,
      "rank": 35,
      "ranked_among": 41,
      "page": "https://directindex.org/city/bremen-clinics"
    },
    {
      "slug": "madrid-clinics",
      "name": "Madrid",
      "country": "ES",
      "kind": "clinics",
      "value": 34,
      "num": 97,
      "of": 285,
      "rank": 36,
      "ranked_among": 41,
      "page": "https://directindex.org/city/madrid-clinics"
    },
    {
      "slug": "dresden-clinics",
      "name": "Dresden",
      "country": "DE",
      "kind": "clinics",
      "value": 29.1,
      "num": 104,
      "of": 357,
      "rank": 37,
      "ranked_among": 41,
      "page": "https://directindex.org/city/dresden-clinics"
    },
    {
      "slug": "tokyo-clinics",
      "name": "Tokyo",
      "country": "JP",
      "kind": "clinics",
      "value": 27.9,
      "num": 74,
      "of": 265,
      "rank": 38,
      "ranked_among": 41,
      "page": "https://directindex.org/city/tokyo-clinics"
    },
    {
      "slug": "buenos-aires-clinics",
      "name": "Buenos Aires",
      "country": "AR",
      "kind": "clinics",
      "value": 14.9,
      "num": 115,
      "of": 773,
      "rank": 39,
      "ranked_among": 41,
      "page": "https://directindex.org/city/buenos-aires-clinics"
    },
    {
      "slug": "warsaw-clinics",
      "name": "Warsaw",
      "country": "PL",
      "kind": "clinics",
      "value": 11.2,
      "num": 47,
      "of": 419,
      "rank": 40,
      "ranked_among": 41,
      "page": "https://directindex.org/city/warsaw-clinics"
    },
    {
      "slug": "budapest-clinics",
      "name": "Budapest",
      "country": "HU",
      "kind": "clinics",
      "value": 7.3,
      "num": 22,
      "of": 303,
      "rank": 41,
      "ranked_among": 41,
      "page": "https://directindex.org/city/budapest-clinics"
    },
    {
      "slug": "paris-tours",
      "name": "Paris",
      "country": "FR",
      "kind": "tours",
      "value": 61.4,
      "num": 116,
      "of": 189,
      "rank": 1,
      "ranked_among": 15,
      "page": "https://directindex.org/city/paris-tours"
    },
    {
      "slug": "brussels-tours",
      "name": "Brussels",
      "country": "BE",
      "kind": "tours",
      "value": 45.6,
      "num": 140,
      "of": 307,
      "rank": 2,
      "ranked_among": 15,
      "page": "https://directindex.org/city/brussels-tours"
    },
    {
      "slug": "hamburg-tours",
      "name": "Hamburg",
      "country": "DE",
      "kind": "tours",
      "value": 45,
      "num": 125,
      "of": 278,
      "rank": 3,
      "ranked_among": 15,
      "page": "https://directindex.org/city/hamburg-tours"
    },
    {
      "slug": "vienna-tours",
      "name": "Vienna",
      "country": "AT",
      "kind": "tours",
      "value": 43.8,
      "num": 199,
      "of": 454,
      "rank": 4,
      "ranked_among": 15,
      "page": "https://directindex.org/city/vienna-tours"
    },
    {
      "slug": "dubai-tours",
      "name": "Dubai",
      "country": "AE",
      "kind": "tours",
      "value": 42.5,
      "num": 394,
      "of": 926,
      "rank": 5,
      "ranked_among": 15,
      "page": "https://directindex.org/city/dubai-tours"
    },
    {
      "slug": "perth-tours",
      "name": "Perth",
      "country": "AU",
      "kind": "tours",
      "value": 42.4,
      "num": 133,
      "of": 314,
      "rank": 6,
      "ranked_among": 15,
      "page": "https://directindex.org/city/perth-tours"
    },
    {
      "slug": "lisbon-tours",
      "name": "Lisbon",
      "country": "PT",
      "kind": "tours",
      "value": 42.3,
      "num": 137,
      "of": 324,
      "rank": 7,
      "ranked_among": 15,
      "page": "https://directindex.org/city/lisbon-tours"
    },
    {
      "slug": "london-tours",
      "name": "London",
      "country": "GB",
      "kind": "tours",
      "value": 42.1,
      "num": 128,
      "of": 304,
      "rank": 8,
      "ranked_among": 15,
      "page": "https://directindex.org/city/london-tours"
    },
    {
      "slug": "melbourne-tours",
      "name": "Melbourne",
      "country": "AU",
      "kind": "tours",
      "value": 36.7,
      "num": 332,
      "of": 905,
      "rank": 9,
      "ranked_among": 15,
      "page": "https://directindex.org/city/melbourne-tours"
    },
    {
      "slug": "brisbane-tours",
      "name": "Brisbane",
      "country": "AU",
      "kind": "tours",
      "value": 35.2,
      "num": 167,
      "of": 475,
      "rank": 10,
      "ranked_among": 15,
      "page": "https://directindex.org/city/brisbane-tours"
    },
    {
      "slug": "berlin-tours",
      "name": "Berlin",
      "country": "DE",
      "kind": "tours",
      "value": 33.7,
      "num": 558,
      "of": 1656,
      "rank": 11,
      "ranked_among": 15,
      "page": "https://directindex.org/city/berlin-tours"
    },
    {
      "slug": "miami-tours",
      "name": "Miami",
      "country": "US",
      "kind": "tours",
      "value": 23.7,
      "num": 309,
      "of": 1306,
      "rank": 12,
      "ranked_among": 15,
      "page": "https://directindex.org/city/miami-tours"
    },
    {
      "slug": "buenos-aires-tours",
      "name": "Buenos Aires",
      "country": "AR",
      "kind": "tours",
      "value": 18.9,
      "num": 79,
      "of": 418,
      "rank": 13,
      "ranked_among": 15,
      "page": "https://directindex.org/city/buenos-aires-tours"
    },
    {
      "slug": "tokyo-tours",
      "name": "Tokyo",
      "country": "JP",
      "kind": "tours",
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      "num": 41,
      "of": 243,
      "rank": 14,
      "ranked_among": 15,
      "page": "https://directindex.org/city/tokyo-tours"
    },
    {
      "slug": "budapest-tours",
      "name": "Budapest",
      "country": "HU",
      "kind": "tours",
      "value": 13.7,
      "num": 27,
      "of": 197,
      "rank": 15,
      "ranked_among": 15,
      "page": "https://directindex.org/city/budapest-tours"
    }
  ]
}