{
  "page": "https://directindex.org/stats/consent",
  "cite": "15% business websites load a consent manager, in the 674 indexes read so far (The Direct Index, 17 October 2026, directindex.org/stats/consent).",
  "licence": "ODbL",
  "computedAt": "2026-10-17T18:02:16.397Z",
  "frozenCopies": [],
  "topic": {
    "id": "consent",
    "title": "15% business websites load a consent manager, in the 674 indexes read so far",
    "group": "Site care",
    "base": "business websites read",
    "unit": "pct",
    "ranked": true,
    "caveat": "Counted when the page loads one of 19 known consent-management tools. Banners written by hand aren't recognised, so this is a lower bound."
  },
  "global": {
    "v": 14.7,
    "num": 21178,
    "den": 143999,
    "cities": 674
  },
  "byKind": {
    "restaurants": {
      "v": 12.8,
      "num": 8333,
      "den": 65062,
      "cities": 135
    },
    "cafes": {
      "v": 11.9,
      "num": 3215,
      "den": 26913,
      "cities": 135
    },
    "salons": {
      "v": 14.8,
      "num": 2145,
      "den": 14538,
      "cities": 134
    },
    "clinics": {
      "v": 19.5,
      "num": 5497,
      "den": 28202,
      "cities": 135
    },
    "tours": {
      "v": 21.4,
      "num": 1988,
      "den": 9284,
      "cities": 135
    }
  },
  "cities": [
    {
      "slug": "verona",
      "name": "Verona",
      "country": "IT",
      "kind": "restaurants",
      "value": 35.9,
      "num": 193,
      "of": 538,
      "rank": 1,
      "ranked_among": 73,
      "page": "https://directindex.org/city/verona"
    },
    {
      "slug": "milan",
      "name": "Milan",
      "country": "IT",
      "kind": "restaurants",
      "value": 34.8,
      "num": 292,
      "of": 838,
      "rank": 2,
      "ranked_among": 73,
      "page": "https://directindex.org/city/milan"
    },
    {
      "slug": "rome",
      "name": "Rome",
      "country": "IT",
      "kind": "restaurants",
      "value": 30,
      "num": 191,
      "of": 636,
      "rank": 3,
      "ranked_among": 73,
      "page": "https://directindex.org/city/rome"
    },
    {
      "slug": "strasbourg",
      "name": "Strasbourg",
      "country": "FR",
      "kind": "restaurants",
      "value": 26.1,
      "num": 86,
      "of": 329,
      "rank": 4,
      "ranked_among": 73,
      "page": "https://directindex.org/city/strasbourg"
    },
    {
      "slug": "nuremberg",
      "name": "Nuremberg",
      "country": "DE",
      "kind": "restaurants",
      "value": 23.8,
      "num": 123,
      "of": 516,
      "rank": 5,
      "ranked_among": 73,
      "page": "https://directindex.org/city/nuremberg"
    },
    {
      "slug": "dusseldorf",
      "name": "Düsseldorf",
      "country": "DE",
      "kind": "restaurants",
      "value": 23.5,
      "num": 117,
      "of": 497,
      "rank": 6,
      "ranked_among": 73,
      "page": "https://directindex.org/city/dusseldorf"
    },
    {
      "slug": "barcelona",
      "name": "Barcelona",
      "country": "ES",
      "kind": "restaurants",
      "value": 23.1,
      "num": 128,
      "of": 554,
      "rank": 7,
      "ranked_among": 73,
      "page": "https://directindex.org/city/barcelona"
    },
    {
      "slug": "dresden",
      "name": "Dresden",
      "country": "DE",
      "kind": "restaurants",
      "value": 22.2,
      "num": 74,
      "of": 333,
      "rank": 8,
      "ranked_among": 73,
      "page": "https://directindex.org/city/dresden"
    },
    {
      "slug": "cologne",
      "name": "Cologne",
      "country": "DE",
      "kind": "restaurants",
      "value": 22,
      "num": 183,
      "of": 831,
      "rank": 9,
      "ranked_among": 73,
      "page": "https://directindex.org/city/cologne"
    },
    {
      "slug": "hanover",
      "name": "Hanover",
      "country": "DE",
      "kind": "restaurants",
      "value": 21.8,
      "num": 86,
      "of": 394,
      "rank": 10,
      "ranked_among": 73,
      "page": "https://directindex.org/city/hanover"
    },
    {
      "slug": "leipzig",
      "name": "Leipzig",
      "country": "DE",
      "kind": "restaurants",
      "value": 21.6,
      "num": 69,
      "of": 319,
      "rank": 11,
      "ranked_among": 73,
      "page": "https://directindex.org/city/leipzig"
    },
    {
      "slug": "munich",
      "name": "Munich",
      "country": "DE",
      "kind": "restaurants",
      "value": 21.5,
      "num": 321,
      "of": 1494,
      "rank": 12,
      "ranked_among": 73,
      "page": "https://directindex.org/city/munich"
    },
    {
      "slug": "hamburg",
      "name": "Hamburg",
      "country": "DE",
      "kind": "restaurants",
      "value": 20.7,
      "num": 361,
      "of": 1743,
      "rank": 13,
      "ranked_among": 73,
      "page": "https://directindex.org/city/hamburg"
    },
    {
      "slug": "bremen",
      "name": "Bremen",
      "country": "DE",
      "kind": "restaurants",
      "value": 20.6,
      "num": 81,
      "of": 393,
      "rank": 14,
      "ranked_among": 73,
      "page": "https://directindex.org/city/bremen"
    },
    {
      "slug": "frankfurt",
      "name": "Frankfurt",
      "country": "DE",
      "kind": "restaurants",
      "value": 20.5,
      "num": 166,
      "of": 808,
      "rank": 15,
      "ranked_among": 73,
      "page": "https://directindex.org/city/frankfurt"
    },
    {
      "slug": "copenhagen",
      "name": "Copenhagen",
      "country": "DK",
      "kind": "restaurants",
      "value": 19.5,
      "num": 185,
      "of": 947,
      "rank": 16,
      "ranked_among": 73,
      "page": "https://directindex.org/city/copenhagen"
    },
    {
      "slug": "madrid",
      "name": "Madrid",
      "country": "ES",
      "kind": "restaurants",
      "value": 19.2,
      "num": 166,
      "of": 865,
      "rank": 17,
      "ranked_among": 73,
      "page": "https://directindex.org/city/madrid"
    },
    {
      "slug": "porto",
      "name": "Porto",
      "country": "PT",
      "kind": "restaurants",
      "value": 17.8,
      "num": 69,
      "of": 388,
      "rank": 18,
      "ranked_among": 73,
      "page": "https://directindex.org/city/porto"
    },
    {
      "slug": "stuttgart",
      "name": "Stuttgart",
      "country": "DE",
      "kind": "restaurants",
      "value": 17.1,
      "num": 114,
      "of": 668,
      "rank": 19,
      "ranked_among": 73,
      "page": "https://directindex.org/city/stuttgart"
    },
    {
      "slug": "budapest",
      "name": "Budapest",
      "country": "HU",
      "kind": "restaurants",
      "value": 17,
      "num": 126,
      "of": 740,
      "rank": 20,
      "ranked_among": 73,
      "page": "https://directindex.org/city/budapest"
    },
    {
      "slug": "toulouse",
      "name": "Toulouse",
      "country": "FR",
      "kind": "restaurants",
      "value": 16.8,
      "num": 62,
      "of": 368,
      "rank": 21,
      "ranked_among": 73,
      "page": "https://directindex.org/city/toulouse"
    },
    {
      "slug": "paris",
      "name": "Paris",
      "country": "FR",
      "kind": "restaurants",
      "value": 16.7,
      "num": 405,
      "of": 2420,
      "rank": 22,
      "ranked_among": 73,
      "page": "https://directindex.org/city/paris"
    },
    {
      "slug": "vienna",
      "name": "Vienna",
      "country": "AT",
      "kind": "restaurants",
      "value": 16.7,
      "num": 374,
      "of": 2239,
      "rank": 22,
      "ranked_among": 73,
      "page": "https://directindex.org/city/vienna"
    },
    {
      "slug": "nantes",
      "name": "Nantes",
      "country": "FR",
      "kind": "restaurants",
      "value": 16.6,
      "num": 50,
      "of": 301,
      "rank": 24,
      "ranked_among": 73,
      "page": "https://directindex.org/city/nantes"
    },
    {
      "slug": "lyon",
      "name": "Lyon",
      "country": "FR",
      "kind": "restaurants",
      "value": 16.5,
      "num": 113,
      "of": 685,
      "rank": 25,
      "ranked_among": 73,
      "page": "https://directindex.org/city/lyon"
    },
    {
      "slug": "nice",
      "name": "Nice",
      "country": "FR",
      "kind": "restaurants",
      "value": 15.8,
      "num": 48,
      "of": 304,
      "rank": 26,
      "ranked_among": 73,
      "page": "https://directindex.org/city/nice"
    },
    {
      "slug": "dublin",
      "name": "Dublin",
      "country": "IE",
      "kind": "restaurants",
      "value": 14.5,
      "num": 46,
      "of": 318,
      "rank": 27,
      "ranked_among": 73,
      "page": "https://directindex.org/city/dublin"
    },
    {
      "slug": "lisbon",
      "name": "Lisbon",
      "country": "PT",
      "kind": "restaurants",
      "value": 14.3,
      "num": 125,
      "of": 875,
      "rank": 28,
      "ranked_among": 73,
      "page": "https://directindex.org/city/lisbon"
    },
    {
      "slug": "helsinki",
      "name": "Helsinki",
      "country": "FI",
      "kind": "restaurants",
      "value": 13.7,
      "num": 97,
      "of": 709,
      "rank": 29,
      "ranked_among": 73,
      "page": "https://directindex.org/city/helsinki"
    },
    {
      "slug": "berlin",
      "name": "Berlin",
      "country": "DE",
      "kind": "restaurants",
      "value": 13.5,
      "num": 540,
      "of": 3991,
      "rank": 30,
      "ranked_among": 73,
      "page": "https://directindex.org/city/berlin"
    },
    {
      "slug": "warsaw",
      "name": "Warsaw",
      "country": "PL",
      "kind": "restaurants",
      "value": 13.5,
      "num": 73,
      "of": 542,
      "rank": 30,
      "ranked_among": 73,
      "page": "https://directindex.org/city/warsaw"
    },
    {
      "slug": "utrecht",
      "name": "Utrecht",
      "country": "NL",
      "kind": "restaurants",
      "value": 12.6,
      "num": 61,
      "of": 485,
      "rank": 32,
      "ranked_among": 73,
      "page": "https://directindex.org/city/utrecht"
    },
    {
      "slug": "ghent",
      "name": "Ghent",
      "country": "BE",
      "kind": "restaurants",
      "value": 12.1,
      "num": 48,
      "of": 396,
      "rank": 33,
      "ranked_among": 73,
      "page": "https://directindex.org/city/ghent"
    },
    {
      "slug": "zurich",
      "name": "Zurich",
      "country": "CH",
      "kind": "restaurants",
      "value": 11.5,
      "num": 73,
      "of": 633,
      "rank": 34,
      "ranked_among": 73,
      "page": "https://directindex.org/city/zurich"
    },
    {
      "slug": "prague",
      "name": "Prague",
      "country": "CZ",
      "kind": "restaurants",
      "value": 11.2,
      "num": 119,
      "of": 1063,
      "rank": 35,
      "ranked_among": 73,
      "page": "https://directindex.org/city/prague"
    },
    {
      "slug": "antwerp",
      "name": "Antwerp",
      "country": "BE",
      "kind": "restaurants",
      "value": 10.6,
      "num": 38,
      "of": 359,
      "rank": 36,
      "ranked_among": 73,
      "page": "https://directindex.org/city/antwerp"
    },
    {
      "slug": "amsterdam",
      "name": "Amsterdam",
      "country": "NL",
      "kind": "restaurants",
      "value": 9.5,
      "num": 103,
      "of": 1081,
      "rank": 37,
      "ranked_among": 73,
      "page": "https://directindex.org/city/amsterdam"
    },
    {
      "slug": "ottawa",
      "name": "Ottawa",
      "country": "CA",
      "kind": "restaurants",
      "value": 9.5,
      "num": 43,
      "of": 454,
      "rank": 37,
      "ranked_among": 73,
      "page": "https://directindex.org/city/ottawa"
    },
    {
      "slug": "edinburgh",
      "name": "Edinburgh",
      "country": "GB",
      "kind": "restaurants",
      "value": 9.3,
      "num": 31,
      "of": 335,
      "rank": 39,
      "ranked_among": 73,
      "page": "https://directindex.org/city/edinburgh"
    },
    {
      "slug": "the-hague",
      "name": "The Hague",
      "country": "NL",
      "kind": "restaurants",
      "value": 9.2,
      "num": 43,
      "of": 467,
      "rank": 40,
      "ranked_among": 73,
      "page": "https://directindex.org/city/the-hague"
    },
    {
      "slug": "rotterdam",
      "name": "Rotterdam",
      "country": "NL",
      "kind": "restaurants",
      "value": 8.7,
      "num": 30,
      "of": 345,
      "rank": 41,
      "ranked_among": 73,
      "page": "https://directindex.org/city/rotterdam"
    },
    {
      "slug": "oslo",
      "name": "Oslo",
      "country": "NO",
      "kind": "restaurants",
      "value": 8.6,
      "num": 32,
      "of": 373,
      "rank": 42,
      "ranked_among": 73,
      "page": "https://directindex.org/city/oslo"
    },
    {
      "slug": "brussels",
      "name": "Brussels",
      "country": "BE",
      "kind": "restaurants",
      "value": 7.8,
      "num": 53,
      "of": 683,
      "rank": 43,
      "ranked_among": 73,
      "page": "https://directindex.org/city/brussels"
    },
    {
      "slug": "london",
      "name": "London",
      "country": "GB",
      "kind": "restaurants",
      "value": 7.8,
      "num": 186,
      "of": 2385,
      "rank": 43,
      "ranked_among": 73,
      "page": "https://directindex.org/city/london"
    },
    {
      "slug": "san-jose",
      "name": "San Jose",
      "country": "US",
      "kind": "restaurants",
      "value": 7.8,
      "num": 34,
      "of": 435,
      "rank": 43,
      "ranked_among": 73,
      "page": "https://directindex.org/city/san-jose"
    },
    {
      "slug": "montreal",
      "name": "Montreal",
      "country": "CA",
      "kind": "restaurants",
      "value": 7.7,
      "num": 48,
      "of": 620,
      "rank": 46,
      "ranked_among": 73,
      "page": "https://directindex.org/city/montreal"
    },
    {
      "slug": "stockholm",
      "name": "Stockholm",
      "country": "SE",
      "kind": "restaurants",
      "value": 7.6,
      "num": 92,
      "of": 1218,
      "rank": 47,
      "ranked_among": 73,
      "page": "https://directindex.org/city/stockholm"
    },
    {
      "slug": "phoenix",
      "name": "Phoenix",
      "country": "US",
      "kind": "restaurants",
      "value": 7,
      "num": 21,
      "of": 302,
      "rank": 48,
      "ranked_among": 73,
      "page": "https://directindex.org/city/phoenix"
    },
    {
      "slug": "miami",
      "name": "Miami",
      "country": "US",
      "kind": "restaurants",
      "value": 6.9,
      "num": 47,
      "of": 682,
      "rank": 49,
      "ranked_among": 73,
      "page": "https://directindex.org/city/miami"
    },
    {
      "slug": "gothenburg",
      "name": "Gothenburg",
      "country": "SE",
      "kind": "restaurants",
      "value": 6.3,
      "num": 24,
      "of": 382,
      "rank": 50,
      "ranked_among": 73,
      "page": "https://directindex.org/city/gothenburg"
    },
    {
      "slug": "houston",
      "name": "Houston",
      "country": "US",
      "kind": "restaurants",
      "value": 5.8,
      "num": 21,
      "of": 363,
      "rank": 51,
      "ranked_among": 73,
      "page": "https://directindex.org/city/houston"
    },
    {
      "slug": "los-angeles",
      "name": "Los Angeles",
      "country": "US",
      "kind": "restaurants",
      "value": 5.7,
      "num": 54,
      "of": 948,
      "rank": 52,
      "ranked_among": 73,
      "page": "https://directindex.org/city/los-angeles"
    },
    {
      "slug": "philadelphia",
      "name": "Philadelphia",
      "country": "US",
      "kind": "restaurants",
      "value": 5.7,
      "num": 28,
      "of": 492,
      "rank": 52,
      "ranked_among": 73,
      "page": "https://directindex.org/city/philadelphia"
    },
    {
      "slug": "atlanta",
      "name": "Atlanta",
      "country": "US",
      "kind": "restaurants",
      "value": 5.5,
      "num": 18,
      "of": 327,
      "rank": 54,
      "ranked_among": 73,
      "page": "https://directindex.org/city/atlanta"
    },
    {
      "slug": "dallas",
      "name": "Dallas",
      "country": "US",
      "kind": "restaurants",
      "value": 5.5,
      "num": 28,
      "of": 508,
      "rank": 54,
      "ranked_among": 73,
      "page": "https://directindex.org/city/dallas"
    },
    {
      "slug": "denver",
      "name": "Denver",
      "country": "US",
      "kind": "restaurants",
      "value": 5.5,
      "num": 30,
      "of": 544,
      "rank": 54,
      "ranked_among": 73,
      "page": "https://directindex.org/city/denver"
    },
    {
      "slug": "washington",
      "name": "Washington",
      "country": "US",
      "kind": "restaurants",
      "value": 5.5,
      "num": 55,
      "of": 993,
      "rank": 54,
      "ranked_among": 73,
      "page": "https://directindex.org/city/washington"
    },
    {
      "slug": "san-diego",
      "name": "San Diego",
      "country": "US",
      "kind": "restaurants",
      "value": 5.4,
      "num": 32,
      "of": 596,
      "rank": 58,
      "ranked_among": 73,
      "page": "https://directindex.org/city/san-diego"
    },
    {
      "slug": "singapore",
      "name": "Singapore",
      "country": "SG",
      "kind": "restaurants",
      "value": 4.4,
      "num": 18,
      "of": 405,
      "rank": 59,
      "ranked_among": 73,
      "page": "https://directindex.org/city/singapore"
    },
    {
      "slug": "san-francisco",
      "name": "San Francisco",
      "country": "US",
      "kind": "restaurants",
      "value": 4.3,
      "num": 34,
      "of": 785,
      "rank": 60,
      "ranked_among": 73,
      "page": "https://directindex.org/city/san-francisco"
    },
    {
      "slug": "seattle",
      "name": "Seattle",
      "country": "US",
      "kind": "restaurants",
      "value": 4.2,
      "num": 27,
      "of": 646,
      "rank": 61,
      "ranked_among": 73,
      "page": "https://directindex.org/city/seattle"
    },
    {
      "slug": "minneapolis",
      "name": "Minneapolis",
      "country": "US",
      "kind": "restaurants",
      "value": 4.1,
      "num": 14,
      "of": 343,
      "rank": 62,
      "ranked_among": 73,
      "page": "https://directindex.org/city/minneapolis"
    },
    {
      "slug": "sydney",
      "name": "Sydney",
      "country": "AU",
      "kind": "restaurants",
      "value": 4.1,
      "num": 27,
      "of": 664,
      "rank": 62,
      "ranked_among": 73,
      "page": "https://directindex.org/city/sydney"
    },
    {
      "slug": "chicago",
      "name": "Chicago",
      "country": "US",
      "kind": "restaurants",
      "value": 3.9,
      "num": 40,
      "of": 1016,
      "rank": 64,
      "ranked_among": 73,
      "page": "https://directindex.org/city/chicago"
    },
    {
      "slug": "boston",
      "name": "Boston",
      "country": "US",
      "kind": "restaurants",
      "value": 3.8,
      "num": 22,
      "of": 584,
      "rank": 65,
      "ranked_among": 73,
      "page": "https://directindex.org/city/boston"
    },
    {
      "slug": "austin",
      "name": "Austin",
      "country": "US",
      "kind": "restaurants",
      "value": 3.5,
      "num": 13,
      "of": 369,
      "rank": 66,
      "ranked_among": 73,
      "page": "https://directindex.org/city/austin"
    },
    {
      "slug": "calgary",
      "name": "Calgary",
      "country": "CA",
      "kind": "restaurants",
      "value": 3.5,
      "num": 17,
      "of": 483,
      "rank": 66,
      "ranked_among": 73,
      "page": "https://directindex.org/city/calgary"
    },
    {
      "slug": "toronto",
      "name": "Toronto",
      "country": "CA",
      "kind": "restaurants",
      "value": 3.2,
      "num": 26,
      "of": 809,
      "rank": 68,
      "ranked_among": 73,
      "page": "https://directindex.org/city/toronto"
    },
    {
      "slug": "tokyo",
      "name": "Tokyo",
      "country": "JP",
      "kind": "restaurants",
      "value": 3.1,
      "num": 12,
      "of": 386,
      "rank": 69,
      "ranked_among": 73,
      "page": "https://directindex.org/city/tokyo"
    },
    {
      "slug": "new-york",
      "name": "New York",
      "country": "US",
      "kind": "restaurants",
      "value": 2.8,
      "num": 91,
      "of": 3229,
      "rank": 70,
      "ranked_among": 73,
      "page": "https://directindex.org/city/new-york"
    },
    {
      "slug": "auckland",
      "name": "Auckland",
      "country": "NZ",
      "kind": "restaurants",
      "value": 2.6,
      "num": 8,
      "of": 306,
      "rank": 71,
      "ranked_among": 73,
      "page": "https://directindex.org/city/auckland"
    },
    {
      "slug": "vancouver",
      "name": "Vancouver",
      "country": "CA",
      "kind": "restaurants",
      "value": 2.2,
      "num": 16,
      "of": 743,
      "rank": 72,
      "ranked_among": 73,
      "page": "https://directindex.org/city/vancouver"
    },
    {
      "slug": "melbourne",
      "name": "Melbourne",
      "country": "AU",
      "kind": "restaurants",
      "value": 1.7,
      "num": 15,
      "of": 872,
      "rank": 73,
      "ranked_among": 73,
      "page": "https://directindex.org/city/melbourne"
    },
    {
      "slug": "cologne-cafes-bars",
      "name": "Cologne",
      "country": "DE",
      "kind": "cafes",
      "value": 26.6,
      "num": 83,
      "of": 312,
      "rank": 1,
      "ranked_among": 22,
      "page": "https://directindex.org/city/cologne-cafes-bars"
    },
    {
      "slug": "hamburg-cafes-bars",
      "name": "Hamburg",
      "country": "DE",
      "kind": "cafes",
      "value": 23.3,
      "num": 144,
      "of": 618,
      "rank": 2,
      "ranked_among": 22,
      "page": "https://directindex.org/city/hamburg-cafes-bars"
    },
    {
      "slug": "munich-cafes-bars",
      "name": "Munich",
      "country": "DE",
      "kind": "cafes",
      "value": 21.7,
      "num": 90,
      "of": 414,
      "rank": 3,
      "ranked_among": 22,
      "page": "https://directindex.org/city/munich-cafes-bars"
    },
    {
      "slug": "dublin-cafes-bars",
      "name": "Dublin",
      "country": "IE",
      "kind": "cafes",
      "value": 19.7,
      "num": 60,
      "of": 305,
      "rank": 4,
      "ranked_among": 22,
      "page": "https://directindex.org/city/dublin-cafes-bars"
    },
    {
      "slug": "copenhagen-cafes-bars",
      "name": "Copenhagen",
      "country": "DK",
      "kind": "cafes",
      "value": 17.4,
      "num": 94,
      "of": 540,
      "rank": 5,
      "ranked_among": 22,
      "page": "https://directindex.org/city/copenhagen-cafes-bars"
    },
    {
      "slug": "budapest-cafes-bars",
      "name": "Budapest",
      "country": "HU",
      "kind": "cafes",
      "value": 16.8,
      "num": 62,
      "of": 370,
      "rank": 6,
      "ranked_among": 22,
      "page": "https://directindex.org/city/budapest-cafes-bars"
    },
    {
      "slug": "berlin-cafes-bars",
      "name": "Berlin",
      "country": "DE",
      "kind": "cafes",
      "value": 15,
      "num": 287,
      "of": 1908,
      "rank": 7,
      "ranked_among": 22,
      "page": "https://directindex.org/city/berlin-cafes-bars"
    },
    {
      "slug": "vienna-cafes-bars",
      "name": "Vienna",
      "country": "AT",
      "kind": "cafes",
      "value": 15,
      "num": 76,
      "of": 506,
      "rank": 7,
      "ranked_among": 22,
      "page": "https://directindex.org/city/vienna-cafes-bars"
    },
    {
      "slug": "london-cafes-bars",
      "name": "London",
      "country": "GB",
      "kind": "cafes",
      "value": 12.6,
      "num": 250,
      "of": 1978,
      "rank": 9,
      "ranked_among": 22,
      "page": "https://directindex.org/city/london-cafes-bars"
    },
    {
      "slug": "prague-cafes-bars",
      "name": "Prague",
      "country": "CZ",
      "kind": "cafes",
      "value": 11.9,
      "num": 59,
      "of": 495,
      "rank": 10,
      "ranked_among": 22,
      "page": "https://directindex.org/city/prague-cafes-bars"
    },
    {
      "slug": "paris-cafes-bars",
      "name": "Paris",
      "country": "FR",
      "kind": "cafes",
      "value": 11.7,
      "num": 77,
      "of": 659,
      "rank": 11,
      "ranked_among": 22,
      "page": "https://directindex.org/city/paris-cafes-bars"
    },
    {
      "slug": "stockholm-cafes-bars",
      "name": "Stockholm",
      "country": "SE",
      "kind": "cafes",
      "value": 10.8,
      "num": 40,
      "of": 371,
      "rank": 12,
      "ranked_among": 22,
      "page": "https://directindex.org/city/stockholm-cafes-bars"
    },
    {
      "slug": "miami-cafes-bars",
      "name": "Miami",
      "country": "US",
      "kind": "cafes",
      "value": 10.1,
      "num": 66,
      "of": 653,
      "rank": 13,
      "ranked_among": 22,
      "page": "https://directindex.org/city/miami-cafes-bars"
    },
    {
      "slug": "amsterdam-cafes-bars",
      "name": "Amsterdam",
      "country": "NL",
      "kind": "cafes",
      "value": 9.2,
      "num": 40,
      "of": 433,
      "rank": 14,
      "ranked_among": 22,
      "page": "https://directindex.org/city/amsterdam-cafes-bars"
    },
    {
      "slug": "los-angeles-cafes-bars",
      "name": "Los Angeles",
      "country": "US",
      "kind": "cafes",
      "value": 6.7,
      "num": 22,
      "of": 330,
      "rank": 15,
      "ranked_among": 22,
      "page": "https://directindex.org/city/los-angeles-cafes-bars"
    },
    {
      "slug": "new-york-cafes-bars",
      "name": "New York",
      "country": "US",
      "kind": "cafes",
      "value": 4.6,
      "num": 54,
      "of": 1177,
      "rank": 16,
      "ranked_among": 22,
      "page": "https://directindex.org/city/new-york-cafes-bars"
    },
    {
      "slug": "chicago-cafes-bars",
      "name": "Chicago",
      "country": "US",
      "kind": "cafes",
      "value": 4.5,
      "num": 25,
      "of": 560,
      "rank": 17,
      "ranked_among": 22,
      "page": "https://directindex.org/city/chicago-cafes-bars"
    },
    {
      "slug": "sydney-cafes-bars",
      "name": "Sydney",
      "country": "AU",
      "kind": "cafes",
      "value": 3.9,
      "num": 25,
      "of": 636,
      "rank": 18,
      "ranked_among": 22,
      "page": "https://directindex.org/city/sydney-cafes-bars"
    },
    {
      "slug": "vancouver-cafes-bars",
      "name": "Vancouver",
      "country": "CA",
      "kind": "cafes",
      "value": 3.5,
      "num": 11,
      "of": 312,
      "rank": 19,
      "ranked_among": 22,
      "page": "https://directindex.org/city/vancouver-cafes-bars"
    },
    {
      "slug": "washington-cafes-bars",
      "name": "Washington, DC",
      "country": "US",
      "kind": "cafes",
      "value": 3.2,
      "num": 11,
      "of": 349,
      "rank": 20,
      "ranked_among": 22,
      "page": "https://directindex.org/city/washington-cafes-bars"
    },
    {
      "slug": "melbourne-cafes-bars",
      "name": "Melbourne",
      "country": "AU",
      "kind": "cafes",
      "value": 3.1,
      "num": 26,
      "of": 850,
      "rank": 21,
      "ranked_among": 22,
      "page": "https://directindex.org/city/melbourne-cafes-bars"
    },
    {
      "slug": "seattle-cafes-bars",
      "name": "Seattle",
      "country": "US",
      "kind": "cafes",
      "value": 1.9,
      "num": 10,
      "of": 521,
      "rank": 22,
      "ranked_among": 22,
      "page": "https://directindex.org/city/seattle-cafes-bars"
    },
    {
      "slug": "munich-salons",
      "name": "Munich",
      "country": "DE",
      "kind": "salons",
      "value": 26,
      "num": 92,
      "of": 354,
      "rank": 1,
      "ranked_among": 6,
      "page": "https://directindex.org/city/munich-salons"
    },
    {
      "slug": "hamburg-salons",
      "name": "Hamburg",
      "country": "DE",
      "kind": "salons",
      "value": 24,
      "num": 86,
      "of": 359,
      "rank": 2,
      "ranked_among": 6,
      "page": "https://directindex.org/city/hamburg-salons"
    },
    {
      "slug": "berlin-salons",
      "name": "Berlin",
      "country": "DE",
      "kind": "salons",
      "value": 20.4,
      "num": 595,
      "of": 2915,
      "rank": 3,
      "ranked_among": 6,
      "page": "https://directindex.org/city/berlin-salons"
    },
    {
      "slug": "budapest-salons",
      "name": "Budapest",
      "country": "HU",
      "kind": "salons",
      "value": 17.5,
      "num": 57,
      "of": 325,
      "rank": 4,
      "ranked_among": 6,
      "page": "https://directindex.org/city/budapest-salons"
    },
    {
      "slug": "london-salons",
      "name": "London",
      "country": "GB",
      "kind": "salons",
      "value": 9.9,
      "num": 63,
      "of": 637,
      "rank": 5,
      "ranked_among": 6,
      "page": "https://directindex.org/city/london-salons"
    },
    {
      "slug": "new-york-salons",
      "name": "New York",
      "country": "US",
      "kind": "salons",
      "value": 4,
      "num": 15,
      "of": 374,
      "rank": 6,
      "ranked_among": 6,
      "page": "https://directindex.org/city/new-york-salons"
    },
    {
      "slug": "cologne-clinics",
      "name": "Cologne",
      "country": "DE",
      "kind": "clinics",
      "value": 34.8,
      "num": 158,
      "of": 454,
      "rank": 1,
      "ranked_among": 18,
      "page": "https://directindex.org/city/cologne-clinics"
    },
    {
      "slug": "hanover-clinics",
      "name": "Hanover",
      "country": "DE",
      "kind": "clinics",
      "value": 32,
      "num": 116,
      "of": 363,
      "rank": 2,
      "ranked_among": 18,
      "page": "https://directindex.org/city/hanover-clinics"
    },
    {
      "slug": "munich-clinics",
      "name": "Munich",
      "country": "DE",
      "kind": "clinics",
      "value": 31.4,
      "num": 284,
      "of": 904,
      "rank": 3,
      "ranked_among": 18,
      "page": "https://directindex.org/city/munich-clinics"
    },
    {
      "slug": "hamburg-clinics",
      "name": "Hamburg",
      "country": "DE",
      "kind": "clinics",
      "value": 31.3,
      "num": 320,
      "of": 1021,
      "rank": 4,
      "ranked_among": 18,
      "page": "https://directindex.org/city/hamburg-clinics"
    },
    {
      "slug": "leipzig-clinics",
      "name": "Leipzig",
      "country": "DE",
      "kind": "clinics",
      "value": 27.2,
      "num": 82,
      "of": 302,
      "rank": 5,
      "ranked_among": 18,
      "page": "https://directindex.org/city/leipzig-clinics"
    },
    {
      "slug": "dortmund-clinics",
      "name": "Dortmund",
      "country": "DE",
      "kind": "clinics",
      "value": 25.9,
      "num": 82,
      "of": 316,
      "rank": 6,
      "ranked_among": 18,
      "page": "https://directindex.org/city/dortmund-clinics"
    },
    {
      "slug": "frankfurt-clinics",
      "name": "Frankfurt",
      "country": "DE",
      "kind": "clinics",
      "value": 25.9,
      "num": 90,
      "of": 348,
      "rank": 6,
      "ranked_among": 18,
      "page": "https://directindex.org/city/frankfurt-clinics"
    },
    {
      "slug": "dresden-clinics",
      "name": "Dresden",
      "country": "DE",
      "kind": "clinics",
      "value": 23.4,
      "num": 82,
      "of": 350,
      "rank": 8,
      "ranked_among": 18,
      "page": "https://directindex.org/city/dresden-clinics"
    },
    {
      "slug": "lisbon-clinics",
      "name": "Lisbon",
      "country": "PT",
      "kind": "clinics",
      "value": 23.3,
      "num": 102,
      "of": 437,
      "rank": 9,
      "ranked_among": 18,
      "page": "https://directindex.org/city/lisbon-clinics"
    },
    {
      "slug": "berlin-clinics",
      "name": "Berlin",
      "country": "DE",
      "kind": "clinics",
      "value": 23,
      "num": 1623,
      "of": 7046,
      "rank": 10,
      "ranked_among": 18,
      "page": "https://directindex.org/city/berlin-clinics"
    },
    {
      "slug": "stuttgart-clinics",
      "name": "Stuttgart",
      "country": "DE",
      "kind": "clinics",
      "value": 22.9,
      "num": 82,
      "of": 358,
      "rank": 11,
      "ranked_among": 18,
      "page": "https://directindex.org/city/stuttgart-clinics"
    },
    {
      "slug": "vienna-clinics",
      "name": "Vienna",
      "country": "AT",
      "kind": "clinics",
      "value": 22.9,
      "num": 190,
      "of": 830,
      "rank": 11,
      "ranked_among": 18,
      "page": "https://directindex.org/city/vienna-clinics"
    },
    {
      "slug": "warsaw-clinics",
      "name": "Warsaw",
      "country": "PL",
      "kind": "clinics",
      "value": 21.1,
      "num": 88,
      "of": 418,
      "rank": 13,
      "ranked_among": 18,
      "page": "https://directindex.org/city/warsaw-clinics"
    },
    {
      "slug": "london-clinics",
      "name": "London",
      "country": "GB",
      "kind": "clinics",
      "value": 14,
      "num": 125,
      "of": 891,
      "rank": 14,
      "ranked_among": 18,
      "page": "https://directindex.org/city/london-clinics"
    },
    {
      "slug": "miami-clinics",
      "name": "Miami",
      "country": "US",
      "kind": "clinics",
      "value": 7.3,
      "num": 191,
      "of": 2600,
      "rank": 15,
      "ranked_among": 18,
      "page": "https://directindex.org/city/miami-clinics"
    },
    {
      "slug": "new-york-clinics",
      "name": "New York",
      "country": "US",
      "kind": "clinics",
      "value": 7,
      "num": 39,
      "of": 555,
      "rank": 16,
      "ranked_among": 18,
      "page": "https://directindex.org/city/new-york-clinics"
    },
    {
      "slug": "toronto-clinics",
      "name": "Toronto",
      "country": "CA",
      "kind": "clinics",
      "value": 6.2,
      "num": 28,
      "of": 451,
      "rank": 17,
      "ranked_among": 18,
      "page": "https://directindex.org/city/toronto-clinics"
    },
    {
      "slug": "melbourne-clinics",
      "name": "Melbourne",
      "country": "AU",
      "kind": "clinics",
      "value": 3.4,
      "num": 15,
      "of": 446,
      "rank": 18,
      "ranked_among": 18,
      "page": "https://directindex.org/city/melbourne-clinics"
    },
    {
      "slug": "berlin-tours",
      "name": "Berlin",
      "country": "DE",
      "kind": "tours",
      "value": 24.7,
      "num": 374,
      "of": 1514,
      "rank": 1,
      "ranked_among": 2,
      "page": "https://directindex.org/city/berlin-tours"
    },
    {
      "slug": "miami-tours",
      "name": "Miami",
      "country": "US",
      "kind": "tours",
      "value": 18.8,
      "num": 240,
      "of": 1279,
      "rank": 2,
      "ranked_among": 2,
      "page": "https://directindex.org/city/miami-tours"
    }
  ]
}