{
  "city": {
    "slug": "marseille-cafes-bars",
    "name": "Marseille",
    "country": "FR",
    "kind": "cafes and bars",
    "amenities": [
      "cafe",
      "bar",
      "pub"
    ],
    "status": "active"
  },
  "stats": {
    "topDecile": {
      "n": 10,
      "direct": 100,
      "menuHtml": 80,
      "crawlersOpen": 100,
      "structured": 40,
      "llmsTxt": 10
    },
    "city": "marseille-cafes-bars",
    "places": 636,
    "websiteKind": {
      "aggregator": 1,
      "duplicate": 10,
      "first_party": 57,
      "none": 540,
      "social": 28
    },
    "scanned": 48,
    "unreachable": 5,
    "aiBlockedLive": 5,
    "robotsBlockAnyKeyAi": 0,
    "dead": 9,
    "blocked": 4,
    "timeout": 0,
    "transactable": {
      "any": 2,
      "rails": {
        "ucp": 2
      }
    },
    "grades": {
      "A": 4,
      "B": 10,
      "C": 12,
      "D": 10,
      "F": 12
    },
    "menuFormat": {
      "external": 2,
      "html_inline": 2,
      "html_page": 15,
      "none": 23,
      "pdf": 1
    },
    "bestChannel": {
      "aggregator": 2,
      "first_party": 19,
      "none": 16,
      "other": 5,
      "saas": 1
    },
    "builders": {
      "squarespace": 1,
      "unknown": 17,
      "webflow": 2,
      "wix": 2,
      "wordpress": 21
    },
    "computedAt": "2026-10-15T02:18:09.384Z"
  },
  "businesses": [
    {
      "name": "Brûlerie Moka",
      "domain": "brulerie-moka.com",
      "grade": "A",
      "pct": 96.3,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:19.671Z",
      "cuisine": "coffee_shop",
      "page": "https://directindex.org/r/brulerie-moka.com"
    },
    {
      "name": "Café Lulli",
      "domain": "lulli-sur-la-toile.com",
      "grade": "A",
      "pct": 95.4,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:11.616Z",
      "cuisine": null,
      "page": "https://directindex.org/r/lulli-sur-la-toile.com"
    },
    {
      "name": "White Rabbit",
      "domain": "whiterabbitmarseille.com",
      "grade": "A",
      "pct": 91.3,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:22.730Z",
      "cuisine": null,
      "page": "https://directindex.org/r/whiterabbitmarseille.com"
    },
    {
      "name": "Café Hôtel Edmond",
      "domain": "hoteledmondrostand.com",
      "grade": "A",
      "pct": 86.3,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:28.127Z",
      "cuisine": null,
      "page": "https://directindex.org/r/hoteledmondrostand.com"
    },
    {
      "name": "Columbus Café & Co",
      "domain": "columbuscafe.com",
      "grade": "B",
      "pct": 84.6,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:16.971Z",
      "cuisine": "coffee_shop",
      "page": "https://directindex.org/r/columbuscafe.com"
    },
    {
      "name": "Barbotyne",
      "domain": "barbotyne.fr",
      "grade": "B",
      "pct": 83.8,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:15.833Z",
      "cuisine": null,
      "page": "https://directindex.org/r/barbotyne.fr"
    },
    {
      "name": "Le Bistrot Plage",
      "domain": "bistrot-plage.fr",
      "grade": "B",
      "pct": 81.3,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:17.651Z",
      "cuisine": null,
      "page": "https://directindex.org/r/bistrot-plage.fr"
    },
    {
      "name": "La cabane des amis",
      "domain": "lacabanedesamis.fr",
      "grade": "B",
      "pct": 80,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:17.524Z",
      "cuisine": null,
      "page": "https://directindex.org/r/lacabanedesamis.fr"
    },
    {
      "name": "Black Stone",
      "domain": "pubblackstone.com",
      "grade": "B",
      "pct": 77.5,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:15.752Z",
      "cuisine": null,
      "page": "https://directindex.org/r/pubblackstone.com"
    },
    {
      "name": "V and B",
      "domain": "vandb.fr",
      "grade": "B",
      "pct": 77.5,
      "ok": 1,
      "menu_format": "html_inline",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:29.715Z",
      "cuisine": null,
      "page": "https://directindex.org/r/vandb.fr"
    },
    {
      "name": "La Beer'Ocratie",
      "domain": "labeerocratie.com",
      "grade": "B",
      "pct": 73.8,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:05.026Z",
      "cuisine": null,
      "page": "https://directindex.org/r/labeerocratie.com"
    },
    {
      "name": "La Guinguette du Fort",
      "domain": "citadelledemarseille.org",
      "grade": "B",
      "pct": 73.8,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:11.550Z",
      "cuisine": null,
      "page": "https://directindex.org/r/citadelledemarseille.org"
    },
    {
      "name": "Café Joyeux",
      "domain": "cafejoyeux.com",
      "grade": "B",
      "pct": 72.3,
      "ok": 1,
      "menu_format": "html_inline",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:47:43.163Z",
      "cuisine": "coffee_shop",
      "page": "https://directindex.org/r/cafejoyeux.com"
    },
    {
      "name": "Starbucks",
      "domain": "starbucks.fr",
      "grade": "B",
      "pct": 72.3,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:22.050Z",
      "cuisine": "coffee_shop",
      "page": "https://directindex.org/r/starbucks.fr"
    },
    {
      "name": "La Samaritaine",
      "domain": "la-samaritaine-marseille.fr",
      "grade": "C",
      "pct": 68.8,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:27.249Z",
      "cuisine": null,
      "page": "https://directindex.org/r/la-samaritaine-marseille.fr"
    },
    {
      "name": "Twali",
      "domain": "twalimarseille.fr",
      "grade": "C",
      "pct": 68.8,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:15.607Z",
      "cuisine": null,
      "page": "https://directindex.org/r/twalimarseille.fr"
    },
    {
      "name": "Le café en bois",
      "domain": "eatbu.com",
      "grade": "C",
      "pct": 67.7,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "other",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:21.546Z",
      "cuisine": null,
      "page": "https://directindex.org/r/eatbu.com"
    },
    {
      "name": "Asabiya",
      "domain": "privateaser.com",
      "grade": "C",
      "pct": 66.2,
      "ok": 1,
      "menu_format": "external",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:15.117Z",
      "cuisine": "mediterranean",
      "page": "https://directindex.org/r/privateaser.com"
    },
    {
      "name": "La Pépite",
      "domain": "labolapepite.com",
      "grade": "C",
      "pct": 66.2,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "other",
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:16.732Z",
      "cuisine": null,
      "page": "https://directindex.org/r/labolapepite.com"
    },
    {
      "name": "Minoofi Bakery",
      "domain": "minoofi.fr",
      "grade": "C",
      "pct": 66.2,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:06.904Z",
      "cuisine": "cake;coffee_shop;bagel",
      "page": "https://directindex.org/r/minoofi.fr"
    },
    {
      "name": "Green Bear Coffee",
      "domain": "greenbearcoffee.com",
      "grade": "C",
      "pct": 63.1,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:47.843Z",
      "cuisine": "sandwich;regional;local;international;coffee_shop;cake;burger;noodles",
      "page": "https://directindex.org/r/greenbearcoffee.com"
    },
    {
      "name": "Maison Charlie",
      "domain": "maisoncharlie.fr",
      "grade": "C",
      "pct": 63.1,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:02.955Z",
      "cuisine": "coffee_shop",
      "page": "https://directindex.org/r/maisoncharlie.fr"
    },
    {
      "name": "7VB",
      "domain": "7vbcafe.fr",
      "grade": "C",
      "pct": 61.5,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:10.790Z",
      "cuisine": null,
      "page": "https://directindex.org/r/7vbcafe.fr"
    },
    {
      "name": "La Salle des Machines",
      "domain": "lafriche.org",
      "grade": "C",
      "pct": 61.5,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:08.371Z",
      "cuisine": null,
      "page": "https://directindex.org/r/lafriche.org"
    },
    {
      "name": "Le Molotov",
      "domain": "lemolotov.com",
      "grade": "C",
      "pct": 61.5,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "first_party",
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:47.646Z",
      "cuisine": null,
      "page": "https://directindex.org/r/lemolotov.com"
    },
    {
      "name": "Zia Concetta",
      "domain": "ziaconcetta.com",
      "grade": "C",
      "pct": 61.5,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "aggregator",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:14.052Z",
      "cuisine": "coffee_shop;italian",
      "page": "https://directindex.org/r/ziaconcetta.com"
    },
    {
      "name": "Coffee Time",
      "domain": "coffeetime.com",
      "grade": "D",
      "pct": 53.8,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": "aggregator",
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:07.328Z",
      "cuisine": "coffee_shop",
      "page": "https://directindex.org/r/coffeetime.com"
    },
    {
      "name": "Julis",
      "domain": "restaurant-sepia.fr",
      "grade": "D",
      "pct": 53.8,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "saas",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:14.138Z",
      "cuisine": null,
      "page": "https://directindex.org/r/restaurant-sepia.fr"
    },
    {
      "name": "Train Inc Café",
      "domain": "train-inc-cafe.com",
      "grade": "D",
      "pct": 53.8,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:21.749Z",
      "cuisine": null,
      "page": "https://directindex.org/r/train-inc-cafe.com"
    },
    {
      "name": "Café-galerie Nucleus",
      "domain": "nucleus-asso.com",
      "grade": "D",
      "pct": 50.8,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:03.120Z",
      "cuisine": null,
      "page": "https://directindex.org/r/nucleus-asso.com"
    },
    {
      "name": "Pulp",
      "domain": "marseillecentre.fr",
      "grade": "D",
      "pct": 50.8,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:05.618Z",
      "cuisine": null,
      "page": "https://directindex.org/r/marseillecentre.fr"
    },
    {
      "name": "Copper Bay",
      "domain": "copperbay.fr",
      "grade": "D",
      "pct": 49.2,
      "ok": 1,
      "menu_format": "pdf",
      "best_channel": "other",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:17.922Z",
      "cuisine": null,
      "page": "https://directindex.org/r/copperbay.fr"
    },
    {
      "name": "La Brasserie Communale",
      "domain": "brasseriecommunale.fr",
      "grade": "D",
      "pct": 49.2,
      "ok": 1,
      "menu_format": "html_page",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:11.041Z",
      "cuisine": null,
      "page": "https://directindex.org/r/brasseriecommunale.fr"
    },
    {
      "name": "La Mer Veilleuse",
      "domain": "lamerveilleuse.org",
      "grade": "D",
      "pct": 47.7,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "other",
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:00.498Z",
      "cuisine": null,
      "page": "https://directindex.org/r/lamerveilleuse.org"
    },
    {
      "name": "La Mûrisserie",
      "domain": "lamurisserie.fr",
      "grade": "D",
      "pct": 47.7,
      "ok": 1,
      "menu_format": "none",
      "best_channel": "other",
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:14.089Z",
      "cuisine": null,
      "page": "https://directindex.org/r/lamurisserie.fr"
    },
    {
      "name": "Boissons Soiffe",
      "domain": "soiffe.com",
      "grade": "D",
      "pct": 41.5,
      "ok": 1,
      "menu_format": "external",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:08.491Z",
      "cuisine": null,
      "page": "https://directindex.org/r/soiffe.com"
    },
    {
      "name": "Pétrin Couchette",
      "domain": "petrincouchette.com",
      "grade": "F",
      "pct": 38.5,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:05.322Z",
      "cuisine": null,
      "page": "https://directindex.org/r/petrincouchette.com"
    },
    {
      "name": "U. Percut",
      "domain": "u-percut.fr",
      "grade": "F",
      "pct": 38.5,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:01.498Z",
      "cuisine": "tapas",
      "page": "https://directindex.org/r/u-percut.fr"
    },
    {
      "name": "Asile 404",
      "domain": "asile404.org",
      "grade": "F",
      "pct": 35.4,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:00.812Z",
      "cuisine": null,
      "page": "https://directindex.org/r/asile404.org"
    },
    {
      "name": "Carry Nation",
      "domain": "carrynation.fr",
      "grade": "F",
      "pct": 35.4,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:01.378Z",
      "cuisine": null,
      "page": "https://directindex.org/r/carrynation.fr"
    },
    {
      "name": "La Buvette du Lac",
      "domain": "buvettedulac.fr",
      "grade": "F",
      "pct": 35.4,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:00.442Z",
      "cuisine": null,
      "page": "https://directindex.org/r/buvettedulac.fr"
    },
    {
      "name": "La Cane Bière",
      "domain": "la-cane-biere.fr",
      "grade": "F",
      "pct": 35.4,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:01.736Z",
      "cuisine": null,
      "page": "https://directindex.org/r/la-cane-biere.fr"
    },
    {
      "name": "Mo:stera",
      "domain": "bio.site",
      "grade": "F",
      "pct": 35.4,
      "ok": 1,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-15T01:46:01.700Z",
      "cuisine": "coffee_shop",
      "page": "https://directindex.org/r/bio.site"
    },
    {
      "name": "Bloomdrops",
      "domain": "bloomdrops.fr",
      "grade": "F",
      "pct": 0,
      "ok": 0,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 1,
      "scanned_at": "2026-10-14T15:53:05.545Z",
      "cuisine": "teahouse",
      "page": "https://directindex.org/r/bloomdrops.fr"
    },
    {
      "name": "Coquetel Club",
      "domain": "coquetelclub.fr",
      "grade": "F",
      "pct": 0,
      "ok": 0,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 0,
      "scanned_at": "2026-10-14T15:53:17.691Z",
      "cuisine": null,
      "page": "https://directindex.org/r/coquetelclub.fr"
    },
    {
      "name": "La Dame Noir",
      "domain": "wordpress.com",
      "grade": "F",
      "pct": 0,
      "ok": 0,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 1,
      "scanned_at": "2026-10-14T15:53:09.190Z",
      "cuisine": null,
      "page": "https://directindex.org/r/wordpress.com"
    },
    {
      "name": "Pub Massilia",
      "domain": "massilia-pub.com",
      "grade": "F",
      "pct": 0,
      "ok": 0,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 1,
      "scanned_at": "2026-10-14T15:53:03.856Z",
      "cuisine": null,
      "page": "https://directindex.org/r/massilia-pub.com"
    },
    {
      "name": "The Shamrock",
      "domain": "pub-shamrock.com",
      "grade": "F",
      "pct": 0,
      "ok": 0,
      "menu_format": "none",
      "best_channel": null,
      "ai_blocked": 1,
      "scanned_at": "2026-10-14T15:53:07.608Z",
      "cuisine": null,
      "page": "https://directindex.org/r/pub-shamrock.com"
    }
  ]
}