{
  "page": "https://directindex.org/stats/readable-menu",
  "cite": "36% of business websites publish a menu or price list an agent can read (The Direct Index, 17 October 2026, directindex.org/stats/readable-menu).",
  "licence": "ODbL",
  "computedAt": "2026-10-17T18:02:16.397Z",
  "frozenCopies": [],
  "topic": {
    "id": "readable-menu",
    "title": "36% of business websites publish a menu or price list an agent can read",
    "group": "Agents",
    "base": "reachable business websites",
    "unit": "pct",
    "ranked": true,
    "caveat": "Readable means the menu or price list is text on a web page. A PDF, an image, another site's page or no menu at all don't count."
  },
  "global": {
    "v": 35.5,
    "num": 55387,
    "den": 156163,
    "cities": 675
  },
  "byKind": {
    "restaurants": {
      "v": 56.4,
      "num": 40631,
      "den": 72031,
      "cities": 135
    },
    "cafes": {
      "v": 40.5,
      "num": 11937,
      "den": 29462,
      "cities": 135
    },
    "salons": {
      "v": 9,
      "num": 1406,
      "den": 15541,
      "cities": 135
    },
    "clinics": {
      "v": 2.4,
      "num": 710,
      "den": 29430,
      "cities": 135
    },
    "tours": {
      "v": 7.2,
      "num": 703,
      "den": 9699,
      "cities": 135
    }
  },
  "cities": [
    {
      "slug": "charlotte",
      "name": "Charlotte",
      "country": "US",
      "kind": "restaurants",
      "value": 75.4,
      "num": 227,
      "of": 301,
      "rank": 1,
      "ranked_among": 101,
      "page": "https://directindex.org/city/charlotte"
    },
    {
      "slug": "orlando",
      "name": "Orlando",
      "country": "US",
      "kind": "restaurants",
      "value": 73.2,
      "num": 175,
      "of": 239,
      "rank": 2,
      "ranked_among": 101,
      "page": "https://directindex.org/city/orlando"
    },
    {
      "slug": "san-diego",
      "name": "San Diego",
      "country": "US",
      "kind": "restaurants",
      "value": 72.4,
      "num": 521,
      "of": 720,
      "rank": 3,
      "ranked_among": 101,
      "page": "https://directindex.org/city/san-diego"
    },
    {
      "slug": "dallas",
      "name": "Dallas",
      "country": "US",
      "kind": "restaurants",
      "value": 72.3,
      "num": 463,
      "of": 640,
      "rank": 4,
      "ranked_among": 101,
      "page": "https://directindex.org/city/dallas"
    },
    {
      "slug": "minneapolis",
      "name": "Minneapolis",
      "country": "US",
      "kind": "restaurants",
      "value": 71.2,
      "num": 277,
      "of": 389,
      "rank": 5,
      "ranked_among": 101,
      "page": "https://directindex.org/city/minneapolis"
    },
    {
      "slug": "houston",
      "name": "Houston",
      "country": "US",
      "kind": "restaurants",
      "value": 70.6,
      "num": 360,
      "of": 510,
      "rank": 6,
      "ranked_among": 101,
      "page": "https://directindex.org/city/houston"
    },
    {
      "slug": "austin",
      "name": "Austin",
      "country": "US",
      "kind": "restaurants",
      "value": 70.3,
      "num": 357,
      "of": 508,
      "rank": 7,
      "ranked_among": 101,
      "page": "https://directindex.org/city/austin"
    },
    {
      "slug": "calgary",
      "name": "Calgary",
      "country": "CA",
      "kind": "restaurants",
      "value": 70.3,
      "num": 392,
      "of": 558,
      "rank": 7,
      "ranked_among": 101,
      "page": "https://directindex.org/city/calgary"
    },
    {
      "slug": "glasgow",
      "name": "Glasgow",
      "country": "GB",
      "kind": "restaurants",
      "value": 69.4,
      "num": 152,
      "of": 219,
      "rank": 9,
      "ranked_among": 101,
      "page": "https://directindex.org/city/glasgow"
    },
    {
      "slug": "atlanta",
      "name": "Atlanta",
      "country": "US",
      "kind": "restaurants",
      "value": 69.1,
      "num": 288,
      "of": 417,
      "rank": 10,
      "ranked_among": 101,
      "page": "https://directindex.org/city/atlanta"
    },
    {
      "slug": "phoenix",
      "name": "Phoenix",
      "country": "US",
      "kind": "restaurants",
      "value": 69.1,
      "num": 302,
      "of": 437,
      "rank": 10,
      "ranked_among": 101,
      "page": "https://directindex.org/city/phoenix"
    },
    {
      "slug": "washington",
      "name": "Washington",
      "country": "US",
      "kind": "restaurants",
      "value": 69,
      "num": 789,
      "of": 1143,
      "rank": 12,
      "ranked_among": 101,
      "page": "https://directindex.org/city/washington"
    },
    {
      "slug": "utrecht",
      "name": "Utrecht",
      "country": "NL",
      "kind": "restaurants",
      "value": 68.5,
      "num": 367,
      "of": 536,
      "rank": 13,
      "ranked_among": 101,
      "page": "https://directindex.org/city/utrecht"
    },
    {
      "slug": "lyon",
      "name": "Lyon",
      "country": "FR",
      "kind": "restaurants",
      "value": 68.4,
      "num": 531,
      "of": 776,
      "rank": 14,
      "ranked_among": 101,
      "page": "https://directindex.org/city/lyon"
    },
    {
      "slug": "chicago",
      "name": "Chicago",
      "country": "US",
      "kind": "restaurants",
      "value": 68.1,
      "num": 821,
      "of": 1205,
      "rank": 15,
      "ranked_among": 101,
      "page": "https://directindex.org/city/chicago"
    },
    {
      "slug": "birmingham",
      "name": "Birmingham",
      "country": "GB",
      "kind": "restaurants",
      "value": 68,
      "num": 187,
      "of": 275,
      "rank": 16,
      "ranked_among": 101,
      "page": "https://directindex.org/city/birmingham"
    },
    {
      "slug": "seattle",
      "name": "Seattle",
      "country": "US",
      "kind": "restaurants",
      "value": 68,
      "num": 491,
      "of": 722,
      "rank": 16,
      "ranked_among": 101,
      "page": "https://directindex.org/city/seattle"
    },
    {
      "slug": "ghent",
      "name": "Ghent",
      "country": "BE",
      "kind": "restaurants",
      "value": 67.6,
      "num": 275,
      "of": 407,
      "rank": 18,
      "ranked_among": 101,
      "page": "https://directindex.org/city/ghent"
    },
    {
      "slug": "philadelphia",
      "name": "Philadelphia",
      "country": "US",
      "kind": "restaurants",
      "value": 67,
      "num": 380,
      "of": 567,
      "rank": 19,
      "ranked_among": 101,
      "page": "https://directindex.org/city/philadelphia"
    },
    {
      "slug": "valencia",
      "name": "Valencia",
      "country": "ES",
      "kind": "restaurants",
      "value": 66.5,
      "num": 165,
      "of": 248,
      "rank": 20,
      "ranked_among": 101,
      "page": "https://directindex.org/city/valencia"
    },
    {
      "slug": "san-jose",
      "name": "San Jose",
      "country": "US",
      "kind": "restaurants",
      "value": 66.3,
      "num": 341,
      "of": 514,
      "rank": 21,
      "ranked_among": 101,
      "page": "https://directindex.org/city/san-jose"
    },
    {
      "slug": "denver",
      "name": "Denver",
      "country": "US",
      "kind": "restaurants",
      "value": 66.2,
      "num": 432,
      "of": 653,
      "rank": 22,
      "ranked_among": 101,
      "page": "https://directindex.org/city/denver"
    },
    {
      "slug": "vancouver",
      "name": "Vancouver",
      "country": "CA",
      "kind": "restaurants",
      "value": 66.2,
      "num": 561,
      "of": 848,
      "rank": 22,
      "ranked_among": 101,
      "page": "https://directindex.org/city/vancouver"
    },
    {
      "slug": "strasbourg",
      "name": "Strasbourg",
      "country": "FR",
      "kind": "restaurants",
      "value": 66,
      "num": 233,
      "of": 353,
      "rank": 24,
      "ranked_among": 101,
      "page": "https://directindex.org/city/strasbourg"
    },
    {
      "slug": "manchester",
      "name": "Manchester",
      "country": "GB",
      "kind": "restaurants",
      "value": 65.9,
      "num": 135,
      "of": 205,
      "rank": 25,
      "ranked_among": 101,
      "page": "https://directindex.org/city/manchester"
    },
    {
      "slug": "lille",
      "name": "Lille",
      "country": "FR",
      "kind": "restaurants",
      "value": 65.7,
      "num": 163,
      "of": 248,
      "rank": 26,
      "ranked_among": 101,
      "page": "https://directindex.org/city/lille"
    },
    {
      "slug": "los-angeles",
      "name": "Los Angeles",
      "country": "US",
      "kind": "restaurants",
      "value": 65.6,
      "num": 766,
      "of": 1167,
      "rank": 27,
      "ranked_among": 101,
      "page": "https://directindex.org/city/los-angeles"
    },
    {
      "slug": "boston",
      "name": "Boston",
      "country": "US",
      "kind": "restaurants",
      "value": 65.3,
      "num": 446,
      "of": 683,
      "rank": 28,
      "ranked_among": 101,
      "page": "https://directindex.org/city/boston"
    },
    {
      "slug": "toronto",
      "name": "Toronto",
      "country": "CA",
      "kind": "restaurants",
      "value": 65.2,
      "num": 620,
      "of": 951,
      "rank": 29,
      "ranked_among": 101,
      "page": "https://directindex.org/city/toronto"
    },
    {
      "slug": "ottawa",
      "name": "Ottawa",
      "country": "CA",
      "kind": "restaurants",
      "value": 65.1,
      "num": 317,
      "of": 487,
      "rank": 30,
      "ranked_among": 101,
      "page": "https://directindex.org/city/ottawa"
    },
    {
      "slug": "new-york",
      "name": "New York",
      "country": "US",
      "kind": "restaurants",
      "value": 64.9,
      "num": 2286,
      "of": 3524,
      "rank": 31,
      "ranked_among": 101,
      "page": "https://directindex.org/city/new-york"
    },
    {
      "slug": "san-francisco",
      "name": "San Francisco",
      "country": "US",
      "kind": "restaurants",
      "value": 64.8,
      "num": 584,
      "of": 901,
      "rank": 32,
      "ranked_among": 101,
      "page": "https://directindex.org/city/san-francisco"
    },
    {
      "slug": "marseille",
      "name": "Marseille",
      "country": "FR",
      "kind": "restaurants",
      "value": 64.6,
      "num": 122,
      "of": 189,
      "rank": 33,
      "ranked_among": 101,
      "page": "https://directindex.org/city/marseille"
    },
    {
      "slug": "madrid",
      "name": "Madrid",
      "country": "ES",
      "kind": "restaurants",
      "value": 64,
      "num": 621,
      "of": 971,
      "rank": 34,
      "ranked_among": 101,
      "page": "https://directindex.org/city/madrid"
    },
    {
      "slug": "rotterdam",
      "name": "Rotterdam",
      "country": "NL",
      "kind": "restaurants",
      "value": 63.5,
      "num": 259,
      "of": 408,
      "rank": 35,
      "ranked_among": 101,
      "page": "https://directindex.org/city/rotterdam"
    },
    {
      "slug": "aarhus",
      "name": "Aarhus",
      "country": "DK",
      "kind": "restaurants",
      "value": 63.3,
      "num": 162,
      "of": 256,
      "rank": 36,
      "ranked_among": 101,
      "page": "https://directindex.org/city/aarhus"
    },
    {
      "slug": "paris",
      "name": "Paris",
      "country": "FR",
      "kind": "restaurants",
      "value": 63.3,
      "num": 1675,
      "of": 2646,
      "rank": 36,
      "ranked_among": 101,
      "page": "https://directindex.org/city/paris"
    },
    {
      "slug": "miami",
      "name": "Miami",
      "country": "US",
      "kind": "restaurants",
      "value": 63.1,
      "num": 123,
      "of": 195,
      "rank": 38,
      "ranked_among": 101,
      "page": "https://directindex.org/city/miami"
    },
    {
      "slug": "the-hague",
      "name": "The Hague",
      "country": "NL",
      "kind": "restaurants",
      "value": 63.1,
      "num": 311,
      "of": 493,
      "rank": 38,
      "ranked_among": 101,
      "page": "https://directindex.org/city/the-hague"
    },
    {
      "slug": "brussels",
      "name": "Brussels",
      "country": "BE",
      "kind": "restaurants",
      "value": 62.6,
      "num": 461,
      "of": 736,
      "rank": 40,
      "ranked_among": 101,
      "page": "https://directindex.org/city/brussels"
    },
    {
      "slug": "bordeaux",
      "name": "Bordeaux",
      "country": "FR",
      "kind": "restaurants",
      "value": 62.5,
      "num": 210,
      "of": 336,
      "rank": 41,
      "ranked_among": 101,
      "page": "https://directindex.org/city/bordeaux"
    },
    {
      "slug": "florence",
      "name": "Florence",
      "country": "IT",
      "kind": "restaurants",
      "value": 62,
      "num": 116,
      "of": 187,
      "rank": 42,
      "ranked_among": 101,
      "page": "https://directindex.org/city/florence"
    },
    {
      "slug": "lausanne",
      "name": "Lausanne",
      "country": "CH",
      "kind": "restaurants",
      "value": 61.9,
      "num": 174,
      "of": 281,
      "rank": 43,
      "ranked_among": 101,
      "page": "https://directindex.org/city/lausanne"
    },
    {
      "slug": "amsterdam",
      "name": "Amsterdam",
      "country": "NL",
      "kind": "restaurants",
      "value": 61.7,
      "num": 736,
      "of": 1192,
      "rank": 44,
      "ranked_among": 101,
      "page": "https://directindex.org/city/amsterdam"
    },
    {
      "slug": "warsaw",
      "name": "Warsaw",
      "country": "PL",
      "kind": "restaurants",
      "value": 61.4,
      "num": 348,
      "of": 567,
      "rank": 45,
      "ranked_among": 101,
      "page": "https://directindex.org/city/warsaw"
    },
    {
      "slug": "nantes",
      "name": "Nantes",
      "country": "FR",
      "kind": "restaurants",
      "value": 60.6,
      "num": 214,
      "of": 353,
      "rank": 46,
      "ranked_among": 101,
      "page": "https://directindex.org/city/nantes"
    },
    {
      "slug": "edinburgh",
      "name": "Edinburgh",
      "country": "GB",
      "kind": "restaurants",
      "value": 60.5,
      "num": 244,
      "of": 403,
      "rank": 47,
      "ranked_among": 101,
      "page": "https://directindex.org/city/edinburgh"
    },
    {
      "slug": "barcelona",
      "name": "Barcelona",
      "country": "ES",
      "kind": "restaurants",
      "value": 60.4,
      "num": 384,
      "of": 636,
      "rank": 48,
      "ranked_among": 101,
      "page": "https://directindex.org/city/barcelona"
    },
    {
      "slug": "london",
      "name": "London",
      "country": "GB",
      "kind": "restaurants",
      "value": 59.9,
      "num": 1580,
      "of": 2637,
      "rank": 49,
      "ranked_among": 101,
      "page": "https://directindex.org/city/london"
    },
    {
      "slug": "geneva",
      "name": "Geneva",
      "country": "CH",
      "kind": "restaurants",
      "value": 59.8,
      "num": 131,
      "of": 219,
      "rank": 50,
      "ranked_among": 101,
      "page": "https://directindex.org/city/geneva"
    },
    {
      "slug": "antwerp",
      "name": "Antwerp",
      "country": "BE",
      "kind": "restaurants",
      "value": 59.7,
      "num": 234,
      "of": 392,
      "rank": 51,
      "ranked_among": 101,
      "page": "https://directindex.org/city/antwerp"
    },
    {
      "slug": "copenhagen",
      "name": "Copenhagen",
      "country": "DK",
      "kind": "restaurants",
      "value": 59.6,
      "num": 595,
      "of": 999,
      "rank": 52,
      "ranked_among": 101,
      "page": "https://directindex.org/city/copenhagen"
    },
    {
      "slug": "dublin",
      "name": "Dublin",
      "country": "IE",
      "kind": "restaurants",
      "value": 59.2,
      "num": 222,
      "of": 375,
      "rank": 53,
      "ranked_among": 101,
      "page": "https://directindex.org/city/dublin"
    },
    {
      "slug": "turin",
      "name": "Turin",
      "country": "IT",
      "kind": "restaurants",
      "value": 59.2,
      "num": 158,
      "of": 267,
      "rank": 53,
      "ranked_among": 101,
      "page": "https://directindex.org/city/turin"
    },
    {
      "slug": "nuremberg",
      "name": "Nuremberg",
      "country": "DE",
      "kind": "restaurants",
      "value": 59.1,
      "num": 338,
      "of": 572,
      "rank": 55,
      "ranked_among": 101,
      "page": "https://directindex.org/city/nuremberg"
    },
    {
      "slug": "singapore",
      "name": "Singapore",
      "country": "SG",
      "kind": "restaurants",
      "value": 58.2,
      "num": 265,
      "of": 455,
      "rank": 56,
      "ranked_among": 101,
      "page": "https://directindex.org/city/singapore"
    },
    {
      "slug": "eindhoven",
      "name": "Eindhoven",
      "country": "NL",
      "kind": "restaurants",
      "value": 58.1,
      "num": 155,
      "of": 267,
      "rank": 57,
      "ranked_among": 101,
      "page": "https://directindex.org/city/eindhoven"
    },
    {
      "slug": "auckland",
      "name": "Auckland",
      "country": "NZ",
      "kind": "restaurants",
      "value": 57.5,
      "num": 187,
      "of": 325,
      "rank": 58,
      "ranked_among": 101,
      "page": "https://directindex.org/city/auckland"
    },
    {
      "slug": "sydney",
      "name": "Sydney",
      "country": "AU",
      "kind": "restaurants",
      "value": 57.4,
      "num": 407,
      "of": 709,
      "rank": 59,
      "ranked_among": 101,
      "page": "https://directindex.org/city/sydney"
    },
    {
      "slug": "hanover",
      "name": "Hanover",
      "country": "DE",
      "kind": "restaurants",
      "value": 57.3,
      "num": 255,
      "of": 445,
      "rank": 60,
      "ranked_among": 101,
      "page": "https://directindex.org/city/hanover"
    },
    {
      "slug": "montreal",
      "name": "Montreal",
      "country": "CA",
      "kind": "restaurants",
      "value": 56.8,
      "num": 397,
      "of": 699,
      "rank": 61,
      "ranked_among": 101,
      "page": "https://directindex.org/city/montreal"
    },
    {
      "slug": "bremen",
      "name": "Bremen",
      "country": "DE",
      "kind": "restaurants",
      "value": 56.2,
      "num": 237,
      "of": 422,
      "rank": 62,
      "ranked_among": 101,
      "page": "https://directindex.org/city/bremen"
    },
    {
      "slug": "toulouse",
      "name": "Toulouse",
      "country": "FR",
      "kind": "restaurants",
      "value": 56.2,
      "num": 232,
      "of": 413,
      "rank": 62,
      "ranked_among": 101,
      "page": "https://directindex.org/city/toulouse"
    },
    {
      "slug": "venice",
      "name": "Venice",
      "country": "IT",
      "kind": "restaurants",
      "value": 55.3,
      "num": 105,
      "of": 190,
      "rank": 64,
      "ranked_among": 101,
      "page": "https://directindex.org/city/venice"
    },
    {
      "slug": "brisbane",
      "name": "Brisbane",
      "country": "AU",
      "kind": "restaurants",
      "value": 55.1,
      "num": 136,
      "of": 247,
      "rank": 65,
      "ranked_among": 101,
      "page": "https://directindex.org/city/brisbane"
    },
    {
      "slug": "nice",
      "name": "Nice",
      "country": "FR",
      "kind": "restaurants",
      "value": 54.6,
      "num": 189,
      "of": 346,
      "rank": 66,
      "ranked_among": 101,
      "page": "https://directindex.org/city/nice"
    },
    {
      "slug": "helsinki",
      "name": "Helsinki",
      "country": "FI",
      "kind": "restaurants",
      "value": 54.1,
      "num": 406,
      "of": 751,
      "rank": 67,
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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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    },
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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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    },
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    },
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    },
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    },
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    },
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    },
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      "ranked_among": 33,
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    },
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      "kind": "clinics",
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      "ranked_among": 33,
      "page": "https://directindex.org/city/dortmund-clinics"
    },
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      "ranked_among": 33,
      "page": "https://directindex.org/city/hanover-clinics"
    },
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      "slug": "paris-tours",
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      "country": "FR",
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    },
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      "page": "https://directindex.org/city/lisbon-tours"
    },
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      "page": "https://directindex.org/city/hamburg-tours"
    },
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      "rank": 4,
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      "page": "https://directindex.org/city/tokyo-tours"
    },
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      "page": "https://directindex.org/city/budapest-tours"
    },
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      "page": "https://directindex.org/city/berlin-tours"
    },
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      "page": "https://directindex.org/city/london-tours"
    },
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      "kind": "tours",
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      "of": 1104,
      "rank": 8,
      "ranked_among": 8,
      "page": "https://directindex.org/city/miami-tours"
    }
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}