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  "kind": "restaurants",
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  "minSample": 100,
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      "slug": "austin",
      "name": "Austin",
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      }
    },
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    },
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      "slug": "san-francisco",
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      "computedAt": "2026-10-14T23:34:07.244Z",
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        "ab": 12
      }
    },
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      "slug": "edinburgh",
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      "computedAt": "2026-10-14T23:32:49.889Z",
      "rank": {
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        "ab": 3
      }
    },
    {
      "slug": "dublin",
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      "computedAt": "2026-10-14T23:32:47.213Z",
      "rank": {
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        "ab": 2
      }
    },
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      "slug": "chicago",
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      "computedAt": "2026-10-14T23:32:36.359Z",
      "rank": {
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    {
      "slug": "seattle",
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      "title": "Seattle",
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      "countryName": "United States",
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    },
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      "slug": "birmingham",
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      "computedAt": "2026-10-14T23:32:20.034Z",
      "rank": {
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      }
    },
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      "slug": "los-angeles",
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        "ab": 20
      }
    },
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      "slug": "miami",
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      "title": "Miami",
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        "ab": 1
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    },
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      "slug": "london",
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      "computedAt": "2026-10-14T23:33:10.879Z",
      "rank": {
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        "ab": 11
      }
    },
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      "slug": "new-york",
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      "countryName": "United States",
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      "computedAt": "2026-10-14T23:33:45.184Z",
      "rank": {
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        "ab": 10
      }
    },
    {
      "slug": "madrid",
      "name": "Madrid",
      "title": "Madrid",
      "country": "ES",
      "countryName": "Spain",
      "kind": "restaurants",
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      "computedAt": "2026-10-14T23:33:21.745Z",
      "rank": {
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        "ab": 7
      }
    },
    {
      "slug": "valencia",
      "name": "Valencia",
      "title": "Valencia",
      "country": "ES",
      "countryName": "Spain",
      "kind": "restaurants",
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      "pctDirect": 58,
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      "pctAb": 45,
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      "computedAt": "2026-10-14T23:34:28.264Z",
      "rank": {
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        "ab": 4
      }
    },
    {
      "slug": "manchester",
      "name": "Manchester",
      "title": "Manchester",
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      "countryName": "United Kingdom",
      "kind": "restaurants",
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      "pctDirect": 57,
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      "pctBlocked": 28,
      "pctAb": 41,
      "ab": 110,
      "computedAt": "2026-10-14T23:33:24.418Z",
      "rank": {
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        "open": 22,
        "ab": 9
      }
    },
    {
      "slug": "barcelona",
      "name": "Barcelona",
      "title": "Barcelona",
      "country": "ES",
      "countryName": "Spain",
      "kind": "restaurants",
      "scanned": 757,
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      "pctDirect": 56,
      "pctOpen": 73,
      "pctBlocked": 27,
      "pctAb": 38,
      "ab": 286,
      "computedAt": "2026-10-14T23:32:13.932Z",
      "rank": {
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        "ab": 19
      }
    },
    {
      "slug": "vancouver",
      "name": "Vancouver",
      "title": "Vancouver",
      "country": "CA",
      "countryName": "Canada",
      "kind": "restaurants",
      "scanned": 981,
      "reachable": 812,
      "pctDirect": 54,
      "pctOpen": 69,
      "pctBlocked": 31,
      "pctAb": 38,
      "ab": 375,
      "computedAt": "2026-10-14T23:34:31.097Z",
      "rank": {
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        "open": 28,
        "ab": 18
      }
    },
    {
      "slug": "cork",
      "name": "Cork",
      "title": "Cork",
      "country": "IE",
      "countryName": "Ireland",
      "kind": "restaurants",
      "scanned": 118,
      "reachable": 99,
      "pctDirect": 54,
      "pctOpen": 58,
      "pctBlocked": 42,
      "pctAb": 40,
      "ab": 47,
      "computedAt": "2026-10-14T23:32:44.823Z",
      "rank": {
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        "open": 56,
        "ab": 14
      }
    },
    {
      "slug": "singapore",
      "name": "Singapore",
      "title": "Singapore",
      "country": "SG",
      "countryName": "Singapore",
      "kind": "restaurants",
      "scanned": 576,
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      "pctDirect": 53,
      "pctOpen": 64,
      "pctBlocked": 36,
      "pctAb": 34,
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      "computedAt": "2026-10-14T23:34:17.257Z",
      "rank": {
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        "open": 44,
        "ab": 27
      }
    },
    {
      "slug": "paris",
      "name": "Paris",
      "title": "Paris",
      "country": "FR",
      "countryName": "France",
      "kind": "restaurants",
      "scanned": 2941,
      "reachable": 2545,
      "pctDirect": 51,
      "pctOpen": 80,
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      "pctAb": 39,
      "ab": 1160,
      "computedAt": "2026-10-14T23:33:53.287Z",
      "rank": {
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        "open": 6,
        "ab": 15
      }
    },
    {
      "slug": "zurich",
      "name": "Zurich",
      "title": "Zurich",
      "country": "CH",
      "countryName": "Switzerland",
      "kind": "restaurants",
      "scanned": 931,
      "reachable": 770,
      "pctDirect": 50,
      "pctOpen": 58,
      "pctBlocked": 42,
      "pctAb": 26,
      "ab": 244,
      "computedAt": "2026-10-14T23:34:41.491Z",
      "rank": {
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        "open": 55,
        "ab": 39
      }
    },
    {
      "slug": "lisbon",
      "name": "Lisbon",
      "title": "Lisbon",
      "country": "PT",
      "countryName": "Portugal",
      "kind": "restaurants",
      "scanned": 335,
      "reachable": 295,
      "pctDirect": 49,
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      "pctBlocked": 28,
      "pctAb": 35,
      "ab": 118,
      "computedAt": "2026-10-15T00:18:01.834Z",
      "rank": {
        "direct": 23,
        "open": 20,
        "ab": 24
      }
    },
    {
      "slug": "seville",
      "name": "Seville",
      "title": "Seville",
      "country": "ES",
      "countryName": "Spain",
      "kind": "restaurants",
      "scanned": 146,
      "reachable": 126,
      "pctDirect": 49,
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      "pctBlocked": 33,
      "pctAb": 35,
      "ab": 51,
      "computedAt": "2026-10-14T23:34:14.625Z",
      "rank": {
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        "open": 33,
        "ab": 25
      }
    },
    {
      "slug": "toronto",
      "name": "Toronto",
      "title": "Toronto",
      "country": "CA",
      "countryName": "Canada",
      "kind": "restaurants",
      "scanned": 1382,
      "reachable": 1069,
      "pctDirect": 48,
      "pctOpen": 64,
      "pctBlocked": 36,
      "pctAb": 34,
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      "computedAt": "2026-10-14T23:34:23.072Z",
      "rank": {
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        "ab": 26
      }
    },
    {
      "slug": "brussels",
      "name": "Brussels",
      "title": "Brussels",
      "country": "BE",
      "countryName": "Belgium",
      "kind": "restaurants",
      "scanned": 904,
      "reachable": 811,
      "pctDirect": 48,
      "pctOpen": 83,
      "pctBlocked": 17,
      "pctAb": 36,
      "ab": 327,
      "computedAt": "2026-10-14T23:32:28.348Z",
      "rank": {
        "direct": 26,
        "open": 4,
        "ab": 23
      }
    },
    {
      "slug": "lyon",
      "name": "Lyon",
      "title": "Lyon",
      "country": "FR",
      "countryName": "France",
      "kind": "restaurants",
      "scanned": 852,
      "reachable": 753,
      "pctDirect": 47,
      "pctOpen": 80,
      "pctBlocked": 20,
      "pctAb": 39,
      "ab": 334,
      "computedAt": "2026-10-14T23:33:19.089Z",
      "rank": {
        "direct": 27,
        "open": 7,
        "ab": 16
      }
    },
    {
      "slug": "porto",
      "name": "Porto",
      "title": "Porto",
      "country": "PT",
      "countryName": "Portugal",
      "kind": "restaurants",
      "scanned": 178,
      "reachable": 157,
      "pctDirect": 45,
      "pctOpen": 64,
      "pctBlocked": 36,
      "pctAb": 29,
      "ab": 51,
      "computedAt": "2026-10-14T23:33:56.393Z",
      "rank": {
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        "open": 46,
        "ab": 34
      }
    },
    {
      "slug": "marseille",
      "name": "Marseille",
      "title": "Marseille",
      "country": "FR",
      "countryName": "France",
      "kind": "restaurants",
      "scanned": 221,
      "reachable": 191,
      "pctDirect": 43,
      "pctOpen": 77,
      "pctBlocked": 23,
      "pctAb": 37,
      "ab": 82,
      "computedAt": "2026-10-14T23:33:27.036Z",
      "rank": {
        "direct": 29,
        "open": 14,
        "ab": 22
      }
    },
    {
      "slug": "milan",
      "name": "Milan",
      "title": "Milan",
      "country": "IT",
      "countryName": "Italy",
      "kind": "restaurants",
      "scanned": 1132,
      "reachable": 957,
      "pctDirect": 42,
      "pctOpen": 68,
      "pctBlocked": 32,
      "pctAb": 28,
      "ab": 321,
      "computedAt": "2026-10-14T23:33:34.147Z",
      "rank": {
        "direct": 30,
        "open": 29,
        "ab": 35
      }
    },
    {
      "slug": "antwerp",
      "name": "Antwerp",
      "title": "Antwerp",
      "country": "BE",
      "countryName": "Belgium",
      "kind": "restaurants",
      "scanned": 519,
      "reachable": 464,
      "pctDirect": 42,
      "pctOpen": 82,
      "pctBlocked": 18,
      "pctAb": 33,
      "ab": 173,
      "computedAt": "2026-10-14T23:32:06.150Z",
      "rank": {
        "direct": 31,
        "open": 5,
        "ab": 29
      }
    },
    {
      "slug": "munich",
      "name": "Munich",
      "title": "Munich",
      "country": "DE",
      "countryName": "Germany",
      "kind": "restaurants",
      "scanned": 1766,
      "reachable": 1536,
      "pctDirect": 41,
      "pctOpen": 66,
      "pctBlocked": 34,
      "pctAb": 24,
      "ab": 430,
      "computedAt": "2026-10-14T23:33:39.348Z",
      "rank": {
        "direct": 32,
        "open": 34,
        "ab": 42
      }
    },
    {
      "slug": "nice",
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      "title": "Nice",
      "country": "FR",
      "countryName": "France",
      "kind": "restaurants",
      "scanned": 396,
      "reachable": 359,
      "pctDirect": 40,
      "pctOpen": 84,
      "pctBlocked": 16,
      "pctAb": 32,
      "ab": 126,
      "computedAt": "2026-10-14T23:33:48.248Z",
      "rank": {
        "direct": 33,
        "open": 3,
        "ab": 31
      }
    },
    {
      "slug": "geneva",
      "name": "Geneva",
      "title": "Geneva",
      "country": "CH",
      "countryName": "Switzerland",
      "kind": "restaurants",
      "scanned": 258,
      "reachable": 211,
      "pctDirect": 40,
      "pctOpen": 64,
      "pctBlocked": 36,
      "pctAb": 26,
      "ab": 67,
      "computedAt": "2026-10-14T23:32:57.701Z",
      "rank": {
        "direct": 34,
        "open": 45,
        "ab": 40
      }
    },
    {
      "slug": "florence",
      "name": "Florence",
      "title": "Florence",
      "country": "IT",
      "countryName": "Italy",
      "kind": "restaurants",
      "scanned": 218,
      "reachable": 194,
      "pctDirect": 40,
      "pctOpen": 72,
      "pctBlocked": 28,
      "pctAb": 30,
      "ab": 65,
      "computedAt": "2026-10-14T23:32:52.627Z",
      "rank": {
        "direct": 35,
        "open": 23,
        "ab": 33
      }
    },
    {
      "slug": "copenhagen",
      "name": "Copenhagen",
      "title": "Copenhagen",
      "country": "DK",
      "countryName": "Denmark",
      "kind": "restaurants",
      "scanned": 1122,
      "reachable": 980,
      "pctDirect": 39,
      "pctOpen": 73,
      "pctBlocked": 27,
      "pctAb": 27,
      "ab": 299,
      "computedAt": "2026-10-14T23:32:42.320Z",
      "rank": {
        "direct": 36,
        "open": 16,
        "ab": 37
      }
    },
    {
      "slug": "montreal",
      "name": "Montreal",
      "title": "Montreal",
      "country": "CA",
      "countryName": "Canada",
      "kind": "restaurants",
      "scanned": 823,
      "reachable": 644,
      "pctDirect": 39,
      "pctOpen": 61,
      "pctBlocked": 39,
      "pctAb": 27,
      "ab": 219,
      "computedAt": "2026-10-14T23:33:36.789Z",
      "rank": {
        "direct": 37,
        "open": 52,
        "ab": 38
      }
    },
    {
      "slug": "bordeaux",
      "name": "Bordeaux",
      "title": "Bordeaux",
      "country": "FR",
      "countryName": "France",
      "kind": "restaurants",
      "scanned": 391,
      "reachable": 352,
      "pctDirect": 39,
      "pctOpen": 79,
      "pctBlocked": 21,
      "pctAb": 33,
      "ab": 129,
      "computedAt": "2026-10-14T23:32:23.040Z",
      "rank": {
        "direct": 38,
        "open": 9,
        "ab": 30
      }
    },
    {
      "slug": "turin",
      "name": "Turin",
      "title": "Turin",
      "country": "IT",
      "countryName": "Italy",
      "kind": "restaurants",
      "scanned": 292,
      "reachable": 257,
      "pctDirect": 39,
      "pctOpen": 72,
      "pctBlocked": 28,
      "pctAb": 34,
      "ab": 98,
      "computedAt": "2026-10-14T23:34:25.825Z",
      "rank": {
        "direct": 39,
        "open": 21,
        "ab": 28
      }
    },
    {
      "slug": "vienna",
      "name": "Vienna",
      "title": "Vienna",
      "country": "AT",
      "countryName": "Austria",
      "kind": "restaurants",
      "scanned": 1882,
      "reachable": 1627,
      "pctDirect": 36,
      "pctOpen": 71,
      "pctBlocked": 29,
      "pctAb": 25,
      "ab": 476,
      "computedAt": "2026-10-14T23:34:33.761Z",
      "rank": {
        "direct": 40,
        "open": 24,
        "ab": 41
      }
    },
    {
      "slug": "cologne",
      "name": "Cologne",
      "title": "Cologne",
      "country": "DE",
      "countryName": "Germany",
      "kind": "restaurants",
      "scanned": 1016,
      "reachable": 872,
      "pctDirect": 36,
      "pctOpen": 69,
      "pctBlocked": 31,
      "pctAb": 24,
      "ab": 245,
      "computedAt": "2026-10-14T23:32:39.243Z",
      "rank": {
        "direct": 41,
        "open": 27,
        "ab": 43
      }
    },
    {
      "slug": "frankfurt",
      "name": "Frankfurt",
      "title": "Frankfurt",
      "country": "DE",
      "countryName": "Germany",
      "kind": "restaurants",
      "scanned": 1001,
      "reachable": 865,
      "pctDirect": 36,
      "pctOpen": 65,
      "pctBlocked": 35,
      "pctAb": 22,
      "ab": 222,
      "computedAt": "2026-10-14T23:32:55.027Z",
      "rank": {
        "direct": 42,
        "open": 37,
        "ab": 45
      }
    },
    {
      "slug": "oslo",
      "name": "Oslo",
      "title": "Oslo",
      "country": "NO",
      "countryName": "Norway",
      "kind": "restaurants",
      "scanned": 447,
      "reachable": 412,
      "pctDirect": 36,
      "pctOpen": 77,
      "pctBlocked": 23,
      "pctAb": 17,
      "ab": 74,
      "computedAt": "2026-10-14T23:33:50.687Z",
      "rank": {
        "direct": 43,
        "open": 13,
        "ab": 51
      }
    },
    {
      "slug": "amsterdam",
      "name": "Amsterdam",
      "title": "Amsterdam",
      "country": "NL",
      "countryName": "Netherlands",
      "kind": "restaurants",
      "scanned": 1432,
      "reachable": 1252,
      "pctDirect": 35,
      "pctOpen": 67,
      "pctBlocked": 33,
      "pctAb": 31,
      "ab": 441,
      "computedAt": "2026-10-15T01:18:08.648Z",
      "rank": {
        "direct": 44,
        "open": 32,
        "ab": 32
      }
    },
    {
      "slug": "rome",
      "name": "Rome",
      "title": "Rome",
      "country": "IT",
      "countryName": "Italy",
      "kind": "restaurants",
      "scanned": 918,
      "reachable": 739,
      "pctDirect": 35,
      "pctOpen": 61,
      "pctBlocked": 39,
      "pctAb": 23,
      "ab": 212,
      "computedAt": "2026-10-15T01:18:15.768Z",
      "rank": {
        "direct": 45,
        "open": 51,
        "ab": 44
      }
    },
    {
      "slug": "rotterdam",
      "name": "Rotterdam",
      "title": "Rotterdam",
      "country": "NL",
      "countryName": "Netherlands",
      "kind": "restaurants",
      "scanned": 552,
      "reachable": 492,
      "pctDirect": 34,
      "pctOpen": 66,
      "pctBlocked": 34,
      "pctAb": 28,
      "ab": 154,
      "computedAt": "2026-10-14T23:34:04.474Z",
      "rank": {
        "direct": 46,
        "open": 35,
        "ab": 36
      }
    },
    {
      "slug": "berlin",
      "name": "Berlin",
      "title": "Berlin",
      "country": "DE",
      "countryName": "Germany",
      "kind": "restaurants",
      "scanned": 2753,
      "reachable": 2300,
      "pctDirect": 32,
      "pctOpen": 62,
      "pctBlocked": 38,
      "pctAb": 21,
      "ab": 573,
      "computedAt": "2026-10-14T23:32:16.768Z",
      "rank": {
        "direct": 47,
        "open": 48,
        "ab": 47
      }
    },
    {
      "slug": "mexico-city",
      "name": "Mexico City",
      "title": "Mexico City",
      "country": "MX",
      "countryName": "Mexico",
      "kind": "restaurants",
      "scanned": 242,
      "reachable": 193,
      "pctDirect": 31,
      "pctOpen": 66,
      "pctBlocked": 34,
      "pctAb": 14,
      "ab": 35,
      "computedAt": "2026-10-14T23:33:29.365Z",
      "rank": {
        "direct": 48,
        "open": 36,
        "ab": 53
      }
    },
    {
      "slug": "hamburg",
      "name": "Hamburg",
      "title": "Hamburg",
      "country": "DE",
      "countryName": "Germany",
      "kind": "restaurants",
      "scanned": 2105,
      "reachable": 1827,
      "pctDirect": 30,
      "pctOpen": 64,
      "pctBlocked": 36,
      "pctAb": 20,
      "ab": 424,
      "computedAt": "2026-10-14T23:33:02.655Z",
      "rank": {
        "direct": 49,
        "open": 41,
        "ab": 48
      }
    },
    {
      "slug": "helsinki",
      "name": "Helsinki",
      "title": "Helsinki",
      "country": "FI",
      "countryName": "Finland",
      "kind": "restaurants",
      "scanned": 844,
      "reachable": 746,
      "pctDirect": 29,
      "pctOpen": 79,
      "pctBlocked": 21,
      "pctAb": 19,
      "ab": 163,
      "computedAt": "2026-10-14T23:33:05.745Z",
      "rank": {
        "direct": 50,
        "open": 8,
        "ab": 49
      }
    },
    {
      "slug": "athens",
      "name": "Athens",
      "title": "Athens",
      "country": "GR",
      "countryName": "Greece",
      "kind": "restaurants",
      "scanned": 334,
      "reachable": 305,
      "pctDirect": 28,
      "pctOpen": 79,
      "pctBlocked": 21,
      "pctAb": 22,
      "ab": 75,
      "computedAt": "2026-10-15T01:18:09.875Z",
      "rank": {
        "direct": 51,
        "open": 10,
        "ab": 46
      }
    },
    {
      "slug": "buenos-aires",
      "name": "Buenos Aires",
      "title": "Buenos Aires",
      "country": "AR",
      "countryName": "Argentina",
      "kind": "restaurants",
      "scanned": 187,
      "reachable": 164,
      "pctDirect": 28,
      "pctOpen": 73,
      "pctBlocked": 27,
      "pctAb": 7,
      "ab": 14,
      "computedAt": "2026-10-14T23:32:33.662Z",
      "rank": {
        "direct": 52,
        "open": 18,
        "ab": 57
      }
    },
    {
      "slug": "naples",
      "name": "Naples",
      "title": "Naples",
      "country": "IT",
      "countryName": "Italy",
      "kind": "restaurants",
      "scanned": 132,
      "reachable": 121,
      "pctDirect": 25,
      "pctOpen": 85,
      "pctBlocked": 15,
      "pctAb": 17,
      "ab": 22,
      "computedAt": "2026-10-14T23:33:42.522Z",
      "rank": {
        "direct": 53,
        "open": 1,
        "ab": 52
      }
    },
    {
      "slug": "stockholm",
      "name": "Stockholm",
      "title": "Stockholm",
      "country": "SE",
      "countryName": "Sweden",
      "kind": "restaurants",
      "scanned": 1377,
      "reachable": 1275,
      "pctDirect": 23,
      "pctOpen": 84,
      "pctBlocked": 16,
      "pctAb": 13,
      "ab": 174,
      "computedAt": "2026-10-14T23:34:19.859Z",
      "rank": {
        "direct": 54,
        "open": 2,
        "ab": 54
      }
    },
    {
      "slug": "budapest",
      "name": "Budapest",
      "title": "Budapest",
      "country": "HU",
      "countryName": "Hungary",
      "kind": "restaurants",
      "scanned": 899,
      "reachable": 824,
      "pctDirect": 14,
      "pctOpen": 71,
      "pctBlocked": 29,
      "pctAb": 12,
      "ab": 108,
      "computedAt": "2026-10-14T23:32:31.134Z",
      "rank": {
        "direct": 55,
        "open": 25,
        "ab": 55
      }
    },
    {
      "slug": "prague",
      "name": "Prague",
      "title": "Prague",
      "country": "CZ",
      "countryName": "Czechia",
      "kind": "restaurants",
      "scanned": 1231,
      "reachable": 1100,
      "pctDirect": 9,
      "pctOpen": 72,
      "pctBlocked": 28,
      "pctAb": 11,
      "ab": 136,
      "computedAt": "2026-10-14T23:33:58.845Z",
      "rank": {
        "direct": 56,
        "open": 19,
        "ab": 56
      }
    },
    {
      "slug": "warsaw",
      "name": "Warsaw",
      "title": "Warsaw",
      "country": "PL",
      "countryName": "Poland",
      "kind": "restaurants",
      "scanned": 678,
      "reachable": 640,
      "pctDirect": 9,
      "pctOpen": 65,
      "pctBlocked": 35,
      "pctAb": 17,
      "ab": 114,
      "computedAt": "2026-10-14T23:34:36.708Z",
      "rank": {
        "direct": 57,
        "open": 39,
        "ab": 50
      }
    }
  ],
  "unranked": [
    {
      "slug": "luxembourg",
      "name": "Luxembourg",
      "title": "Luxembourg",
      "country": "LU",
      "countryName": "Luxembourg",
      "kind": "restaurants",
      "scanned": 0,
      "reachable": 0,
      "pctDirect": 0,
      "pctOpen": 0,
      "pctBlocked": 0,
      "pctAb": 0,
      "ab": 0,
      "computedAt": "2026-10-14T23:33:16.779Z",
      "rank": {
        "direct": 0,
        "open": 0,
        "ab": 0
      }
    }
  ],
  "page": "https://directindex.org/rankings",
  "json": "https://directindex.org/api/rankings?kind=restaurants",
  "image": "https://directindex.org/og/rankings.png",
  "measures": {
    "direct": {
      "label": "Book or order on their own site",
      "short": "Direct share",
      "what": "sites with a booking or ordering path on their own domain, as a share of the reachable sites"
    },
    "open": {
      "label": "Let AI crawlers in",
      "short": "Crawler-open share",
      "what": "reachable sites that do not turn GPTBot, ClaudeBot or PerplexityBot away at the edge"
    },
    "ab": {
      "label": "Score A or B",
      "short": "A-or-B share",
      "what": "sites scoring A or B, as a share of all scanned sites"
    }
  },
  "note": "Indexes with fewer than 100 scanned sites are listed under unranked. Ranks are 1 = best on each measure."
}