{
  "app": {
    "name": "Mokabla",
    "url": "https://www.mokabla.com",
    "description": "Real interview questions from companies in Egypt, organised by company. Access is sold per company for 30 days."
  },
  "page": {
    "kind": "companies",
    "title": "Companies",
    "humanPath": "/en/companies",
    "humanOnly": false
  },
  "identity": {
    "class": "declared",
    "agent": "ClaudeBot",
    "operator": "Anthropic",
    "verified": false,
    "reason": "The user agent is ClaudeBot (Anthropic), which identifies itself as an AI agent.",
    "signals": [
      "Known agent user agent"
    ],
    "claimable": false
  },
  "state": {
    "companies": [
      {
        "slug": "vodafone",
        "name_en": "Vodafone Egypt / _VOIS",
        "name_ar": "فودافون",
        "kind": "multinational",
        "tier": 1,
        "question_count": 50,
        "last_reported_at": "2026-11-02T15:52:22.600315Z",
        "url": "https://www.mokabla.com/en/c/vodafone",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/vodafone",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=vodafone",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=vodafone"
        }
      },
      {
        "slug": "noon",
        "name_en": "noon",
        "name_ar": "نون",
        "kind": "regional",
        "tier": 1,
        "question_count": 49,
        "last_reported_at": "2026-10-31T20:56:27.130486Z",
        "url": "https://www.mokabla.com/en/c/noon",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/noon",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=noon",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=noon"
        }
      },
      {
        "slug": "siemens",
        "name_en": "Siemens (EDA / Digital Industries)",
        "name_ar": "سيمنز",
        "kind": "multinational",
        "tier": 1,
        "question_count": 33,
        "last_reported_at": "2026-10-30T16:50:10.589266Z",
        "url": "https://www.mokabla.com/en/c/siemens",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/siemens",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=siemens",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=siemens"
        }
      },
      {
        "slug": "pwc",
        "name_en": "PwC (Egypt / ETIC)",
        "name_ar": "بي دبليو سي",
        "kind": "multinational",
        "tier": 1,
        "question_count": 32,
        "last_reported_at": "2026-09-28T23:06:44.569926Z",
        "url": "https://www.mokabla.com/en/c/pwc",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/pwc",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=pwc",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=pwc"
        }
      },
      {
        "slug": "microsoft",
        "name_en": "Microsoft Egypt (ATLC)",
        "name_ar": "مايكروسوفت مصر",
        "kind": "multinational",
        "tier": 1,
        "question_count": 24,
        "last_reported_at": "2026-11-03T13:52:46.040964Z",
        "url": "https://www.mokabla.com/en/c/microsoft",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/microsoft",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=microsoft",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=microsoft"
        }
      },
      {
        "slug": "valeo",
        "name_en": "Valeo",
        "name_ar": "فاليو",
        "kind": "multinational",
        "tier": 1,
        "question_count": 24,
        "last_reported_at": "2026-10-31T16:59:29.485705Z",
        "url": "https://www.mokabla.com/en/c/valeo",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/valeo",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=valeo",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=valeo"
        }
      },
      {
        "slug": "amazon",
        "name_en": "Amazon (Egypt / MENA)",
        "name_ar": "أمازون",
        "kind": "multinational",
        "tier": 1,
        "question_count": 21,
        "last_reported_at": "2026-10-17T19:15:30.010004Z",
        "url": "https://www.mokabla.com/en/c/amazon",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/amazon",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=amazon",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=amazon"
        }
      },
      {
        "slug": "fawry",
        "name_en": "Fawry",
        "name_ar": "فوري",
        "kind": "local",
        "tier": 1,
        "question_count": 21,
        "last_reported_at": "2026-09-18T09:16:12.991101Z",
        "url": "https://www.mokabla.com/en/c/fawry",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/fawry",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=fawry",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=fawry"
        }
      },
      {
        "slug": "dell",
        "name_en": "Dell Technologies Egypt",
        "name_ar": "ديل",
        "kind": "multinational",
        "tier": 1,
        "question_count": 18,
        "last_reported_at": "2026-09-26T22:16:04.600945Z",
        "url": "https://www.mokabla.com/en/c/dell",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/dell",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=dell",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=dell"
        }
      },
      {
        "slug": "instabug",
        "name_en": "Instabug",
        "name_ar": "إنستابج",
        "kind": "local",
        "tier": 1,
        "question_count": 18,
        "last_reported_at": "2026-10-30T16:15:08.847784Z",
        "url": "https://www.mokabla.com/en/c/instabug",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/instabug",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=instabug",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=instabug"
        }
      },
      {
        "slug": "orange",
        "name_en": "Orange Egypt / Orange Business",
        "name_ar": "أورنج",
        "kind": "multinational",
        "tier": 1,
        "question_count": 18,
        "last_reported_at": "2026-11-03T02:01:12.303383Z",
        "url": "https://www.mokabla.com/en/c/orange",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/orange",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=orange",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=orange"
        }
      },
      {
        "slug": "paymob",
        "name_en": "Paymob",
        "name_ar": "بايموب",
        "kind": "local",
        "tier": 1,
        "question_count": 18,
        "last_reported_at": "2026-10-17T19:17:04.446077Z",
        "url": "https://www.mokabla.com/en/c/paymob",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/paymob",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=paymob",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=paymob"
        }
      },
      {
        "slug": "ibm",
        "name_en": "IBM Egypt",
        "name_ar": "آي بي إم",
        "kind": "multinational",
        "tier": 1,
        "question_count": 17,
        "last_reported_at": "2026-09-21T21:30:35.150953Z",
        "url": "https://www.mokabla.com/en/c/ibm",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/ibm",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=ibm",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=ibm"
        }
      },
      {
        "slug": "swvl",
        "name_en": "Swvl",
        "name_ar": "سويفل",
        "kind": "local",
        "tier": 1,
        "question_count": 17,
        "last_reported_at": "2026-08-20T11:55:03.203701Z",
        "url": "https://www.mokabla.com/en/c/swvl",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/swvl",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=swvl",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=swvl"
        }
      },
      {
        "slug": "cyshield",
        "name_en": "CyShield",
        "name_ar": "سايشيلد",
        "kind": "local",
        "tier": 2,
        "question_count": 21,
        "last_reported_at": "2026-11-01T22:54:21.491188Z",
        "url": "https://www.mokabla.com/en/c/cyshield",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/cyshield",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=cyshield",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=cyshield"
        }
      },
      {
        "slug": "breadfast",
        "name_en": "Breadfast",
        "name_ar": "بريدفاست",
        "kind": "local",
        "tier": 2,
        "question_count": 17,
        "last_reported_at": "2026-06-19T19:15:47.056402Z",
        "url": "https://www.mokabla.com/en/c/breadfast",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/breadfast",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=breadfast",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=breadfast"
        }
      },
      {
        "slug": "giza-systems",
        "name_en": "Giza Systems",
        "name_ar": "جيزة سيستمز",
        "kind": "local",
        "tier": 2,
        "question_count": 17,
        "last_reported_at": "2026-06-16T12:16:18.951965Z",
        "url": "https://www.mokabla.com/en/c/giza-systems",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=giza-systems",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=giza-systems"
        }
      },
      {
        "slug": "itworx",
        "name_en": "ITWorx",
        "name_ar": "آي تي ووركس",
        "kind": "local",
        "tier": 2,
        "question_count": 17,
        "last_reported_at": "2026-07-17T19:16:37.386979Z",
        "url": "https://www.mokabla.com/en/c/itworx",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/itworx",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=itworx",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=itworx"
        }
      },
      {
        "slug": "link-development",
        "name_en": "Link Development",
        "name_ar": "لينك ديفلوبمنت",
        "kind": "local",
        "tier": 2,
        "question_count": 17,
        "last_reported_at": "2026-08-22T13:16:41.588545Z",
        "url": "https://www.mokabla.com/en/c/link-development",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/link-development",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=link-development",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=link-development"
        }
      },
      {
        "slug": "vezeeta",
        "name_en": "Vezeeta",
        "name_ar": "فيزيتا",
        "kind": "local",
        "tier": 2,
        "question_count": 17,
        "last_reported_at": "2026-05-16T19:17:37.595250Z",
        "url": "https://www.mokabla.com/en/c/vezeeta",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/vezeeta",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=vezeeta",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=vezeeta"
        }
      },
      {
        "slug": "talabat",
        "name_en": "Talabat",
        "name_ar": "طلبات",
        "kind": "regional",
        "tier": 2,
        "question_count": 15,
        "last_reported_at": "2026-06-20T18:17:32.812697Z",
        "url": "https://www.mokabla.com/en/c/talabat",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/talabat",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=talabat",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=talabat"
        }
      },
      {
        "slug": "bosta",
        "name_en": "Bosta",
        "name_ar": "بوسطة",
        "kind": "local",
        "tier": 2,
        "question_count": 14,
        "last_reported_at": "2026-04-16T21:15:44.924072Z",
        "url": "https://www.mokabla.com/en/c/bosta",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/bosta",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=bosta",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=bosta"
        }
      },
      {
        "slug": "halan",
        "name_en": "MNT-Halan",
        "name_ar": "حالاً",
        "kind": "local",
        "tier": 2,
        "question_count": 14,
        "last_reported_at": "2026-06-12T09:16:23.165535Z",
        "url": "https://www.mokabla.com/en/c/halan",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/halan",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=halan",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=halan"
        }
      },
      {
        "slug": "etisalat",
        "name_en": "e& Egypt (Etisalat)",
        "name_ar": "اتصالات",
        "kind": "multinational",
        "tier": 2,
        "question_count": 13,
        "last_reported_at": "2026-11-02T23:50:39.546884Z",
        "url": "https://www.mokabla.com/en/c/etisalat",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=etisalat",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=etisalat"
        }
      },
      {
        "slug": "analog-devices",
        "name_en": "Analog Devices",
        "name_ar": "أنالوج ديفايسز",
        "kind": "multinational",
        "tier": 2,
        "question_count": 12,
        "last_reported_at": "2026-09-21T13:15:35.127477Z",
        "url": "https://www.mokabla.com/en/c/analog-devices",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/analog-devices",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=analog-devices",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=analog-devices"
        }
      },
      {
        "slug": "banque-misr",
        "name_en": "Banque Misr",
        "name_ar": "بنك مصر",
        "kind": "bank",
        "tier": 2,
        "question_count": 12,
        "last_reported_at": "2026-11-02T12:34:51.566195Z",
        "url": "https://www.mokabla.com/en/c/banque-misr",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/banque-misr",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=banque-misr",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=banque-misr"
        }
      },
      {
        "slug": "si-ware",
        "name_en": "Si-Ware Systems",
        "name_ar": "سي وير",
        "kind": "local",
        "tier": 2,
        "question_count": 12,
        "last_reported_at": "2026-08-22T14:17:11.902411Z",
        "url": "https://www.mokabla.com/en/c/si-ware",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/si-ware",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=si-ware",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=si-ware"
        }
      },
      {
        "slug": "synopsys",
        "name_en": "Synopsys",
        "name_ar": "سينوبسيس",
        "kind": "multinational",
        "tier": 2,
        "question_count": 12,
        "last_reported_at": "2026-09-10T08:17:26.317271Z",
        "url": "https://www.mokabla.com/en/c/synopsys",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/synopsys",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=synopsys",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=synopsys"
        }
      },
      {
        "slug": "ejada",
        "name_en": "EJADA",
        "name_ar": "إجادة",
        "kind": "regional",
        "tier": 2,
        "question_count": 11,
        "last_reported_at": "2026-08-22T08:37:45.994085Z",
        "url": "https://www.mokabla.com/en/c/ejada",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/ejada",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=ejada",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=ejada"
        }
      },
      {
        "slug": "telecom-egypt",
        "name_en": "Telecom Egypt (WE)",
        "name_ar": "المصرية للاتصالات",
        "kind": "local",
        "tier": 2,
        "question_count": 11,
        "last_reported_at": "2026-09-16T20:39:11.357640Z",
        "url": "https://www.mokabla.com/en/c/telecom-egypt",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/telecom-egypt",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=telecom-egypt",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=telecom-egypt"
        }
      },
      {
        "slug": "thndr",
        "name_en": "Thndr",
        "name_ar": "ثاندر",
        "kind": "local",
        "tier": 2,
        "question_count": 11,
        "last_reported_at": "2026-09-29T12:36:21.490373Z",
        "url": "https://www.mokabla.com/en/c/thndr",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/thndr",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=thndr",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=thndr"
        }
      },
      {
        "slug": "elmenus",
        "name_en": "Elmenus",
        "name_ar": "المنيوز",
        "kind": "local",
        "tier": 2,
        "question_count": 10,
        "last_reported_at": "2026-06-27T10:37:48.956770Z",
        "url": "https://www.mokabla.com/en/c/elmenus",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/elmenus",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=elmenus",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=elmenus"
        }
      },
      {
        "slug": "nagwa",
        "name_en": "Nagwa",
        "name_ar": "نجوى",
        "kind": "local",
        "tier": 2,
        "question_count": 10,
        "last_reported_at": "2026-04-24T22:13:34.669687Z",
        "url": "https://www.mokabla.com/en/c/nagwa",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/nagwa",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=nagwa",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=nagwa"
        }
      },
      {
        "slug": "incorta",
        "name_en": "Incorta",
        "name_ar": "إنكورتا",
        "kind": "multinational",
        "tier": 2,
        "question_count": 9,
        "last_reported_at": "2025-07-26T20:12:59.634474Z",
        "url": "https://www.mokabla.com/en/c/incorta",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/incorta",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=incorta",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=incorta"
        }
      },
      {
        "slug": "maxab",
        "name_en": "MaxAB",
        "name_ar": "ماكس إيه بي",
        "kind": "local",
        "tier": 2,
        "question_count": 9,
        "last_reported_at": "2026-06-04T13:38:17.472015Z",
        "url": "https://www.mokabla.com/en/c/maxab",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/maxab",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=maxab",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=maxab"
        }
      },
      {
        "slug": "cib",
        "name_en": "CIB",
        "name_ar": "البنك التجاري الدولي",
        "kind": "bank",
        "tier": 2,
        "question_count": 8,
        "last_reported_at": "2026-10-08T09:37:33.420701Z",
        "url": "https://www.mokabla.com/en/c/cib",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/cib",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=cib",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=cib"
        }
      },
      {
        "slug": "moneyfellows",
        "name_en": "MoneyFellows",
        "name_ar": "موني فيلوز",
        "kind": "local",
        "tier": 2,
        "question_count": 8,
        "last_reported_at": "2026-02-12T21:38:27.155463Z",
        "url": "https://www.mokabla.com/en/c/moneyfellows",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/moneyfellows",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=moneyfellows",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=moneyfellows"
        }
      },
      {
        "slug": "robusta",
        "name_en": "Robusta",
        "name_ar": "روبوستا",
        "kind": "local",
        "tier": 2,
        "question_count": 8,
        "last_reported_at": "2026-03-26T15:14:02.284870Z",
        "url": "https://www.mokabla.com/en/c/robusta",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/robusta",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=robusta",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=robusta"
        }
      },
      {
        "slug": "dsquares",
        "name_en": "Dsquares",
        "name_ar": "دي سكويرز",
        "kind": "local",
        "tier": 2,
        "question_count": 7,
        "last_reported_at": "2026-10-11T10:37:44.354183Z",
        "url": "https://www.mokabla.com/en/c/dsquares",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/dsquares",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=dsquares",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=dsquares"
        }
      },
      {
        "slug": "nbe",
        "name_en": "National Bank of Egypt",
        "name_ar": "البنك الأهلي",
        "kind": "bank",
        "tier": 2,
        "question_count": 7,
        "last_reported_at": "2026-10-17T22:38:32.914517Z",
        "url": "https://www.mokabla.com/en/c/nbe",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/nbe",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=nbe",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=nbe"
        }
      },
      {
        "slug": "raya",
        "name_en": "Raya",
        "name_ar": "راية",
        "kind": "local",
        "tier": 2,
        "question_count": 7,
        "last_reported_at": "2026-08-16T19:38:52.226318Z",
        "url": "https://www.mokabla.com/en/c/raya",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/raya",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=raya",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=raya"
        }
      },
      {
        "slug": "brightskies",
        "name_en": "Brightskies",
        "name_ar": "برايت سكايز",
        "kind": "local",
        "tier": 2,
        "question_count": 6,
        "last_reported_at": "2026-05-20T20:12:38.800709Z",
        "url": "https://www.mokabla.com/en/c/brightskies",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/brightskies",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=brightskies",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=brightskies"
        }
      },
      {
        "slug": "telda",
        "name_en": "Telda",
        "name_ar": "تيلدا",
        "kind": "local",
        "tier": 2,
        "question_count": 6,
        "last_reported_at": "2026-10-30T15:02:24.443566Z",
        "url": "https://www.mokabla.com/en/c/telda",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/telda",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=telda",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=telda"
        }
      },
      {
        "slug": "kashier",
        "name_en": "Kashier",
        "name_ar": "كاشير",
        "kind": "local",
        "tier": 2,
        "question_count": 5,
        "last_reported_at": "2025-07-04T20:38:14.723543Z",
        "url": "https://www.mokabla.com/en/c/kashier",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/kashier",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=kashier",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=kashier"
        }
      },
      {
        "slug": "rabbit",
        "name_en": "Rabbit",
        "name_ar": "رابيت",
        "kind": "local",
        "tier": 2,
        "question_count": 5,
        "last_reported_at": "2026-07-14T16:38:50.412895Z",
        "url": "https://www.mokabla.com/en/c/rabbit",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/rabbit",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=rabbit",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=rabbit"
        }
      },
      {
        "slug": "rackspace-technology",
        "name_en": "Rackspace Technology",
        "name_ar": "Rackspace Technology",
        "kind": "local",
        "tier": 2,
        "question_count": 1,
        "last_reported_at": "2026-11-02T09:02:49.755275Z",
        "url": "https://www.mokabla.com/en/c/rackspace-technology",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/rackspace-technology",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=rackspace-technology",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=rackspace-technology"
        }
      },
      {
        "slug": "sarmad",
        "name_en": "Sarmad",
        "name_ar": "سرمد",
        "kind": "local",
        "tier": 2,
        "question_count": 1,
        "last_reported_at": "2026-09-21T16:51:16.321099Z",
        "url": "https://www.mokabla.com/en/c/sarmad",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/sarmad",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=sarmad",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=sarmad"
        }
      },
      {
        "slug": "taearif-com",
        "name_en": "Taearif.com",
        "name_ar": "تعاريف",
        "kind": "local",
        "tier": 2,
        "question_count": 1,
        "last_reported_at": null,
        "url": "https://www.mokabla.com/en/c/taearif-com",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/taearif-com",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=taearif-com",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=taearif-com"
        }
      },
      {
        "slug": "micro1",
        "name_en": "micro1",
        "name_ar": "micro1",
        "kind": "local",
        "tier": 2,
        "question_count": 1,
        "last_reported_at": "2026-11-01T19:36:41.650657Z",
        "url": "https://www.mokabla.com/en/c/micro1",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/micro1",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=micro1",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=micro1"
        }
      },
      {
        "slug": "intel",
        "name_en": "Intel Egypt",
        "name_ar": "إنتل",
        "kind": "multinational",
        "tier": 2,
        "question_count": 0,
        "last_reported_at": null,
        "url": "https://www.mokabla.com/en/c/intel",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/intel",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=intel",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=intel"
        }
      },
      {
        "slug": "sumerge",
        "name_en": "Sumerge",
        "name_ar": "سوميرج",
        "kind": "local",
        "tier": 3,
        "question_count": 15,
        "last_reported_at": "2026-08-25T13:39:04.061158Z",
        "url": "https://www.mokabla.com/en/c/sumerge",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/sumerge",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=sumerge",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=sumerge"
        }
      },
      {
        "slug": "blink22",
        "name_en": "Blink22",
        "name_ar": "بلينك 22",
        "kind": "local",
        "tier": 3,
        "question_count": 14,
        "last_reported_at": "2026-10-30T22:11:55.993316Z",
        "url": "https://www.mokabla.com/en/c/blink22",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/blink22",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=blink22",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=blink22"
        }
      },
      {
        "slug": "google",
        "name_en": "Google",
        "name_ar": "جوجل",
        "kind": "multinational",
        "tier": 3,
        "question_count": 10,
        "last_reported_at": "2026-07-27T15:38:01.892181Z",
        "url": "https://www.mokabla.com/en/c/google",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/google",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=google",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=google"
        }
      },
      {
        "slug": "huawei",
        "name_en": "Huawei Egypt",
        "name_ar": "هواوي",
        "kind": "multinational",
        "tier": 3,
        "question_count": 9,
        "last_reported_at": "2026-09-05T22:38:05.203024Z",
        "url": "https://www.mokabla.com/en/c/huawei",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/huawei",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=huawei",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=huawei"
        }
      },
      {
        "slug": "meta",
        "name_en": "Meta",
        "name_ar": "ميتا",
        "kind": "multinational",
        "tier": 3,
        "question_count": 9,
        "last_reported_at": "2026-03-10T09:38:23.571480Z",
        "url": "https://www.mokabla.com/en/c/meta",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/meta",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=meta",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=meta"
        }
      },
      {
        "slug": "trufla",
        "name_en": "Trufla",
        "name_ar": "تروفلا",
        "kind": "local",
        "tier": 3,
        "question_count": 9,
        "last_reported_at": "2026-04-28T16:39:16.627673Z",
        "url": "https://www.mokabla.com/en/c/trufla",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/trufla",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=trufla",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=trufla"
        }
      },
      {
        "slug": "deloitte",
        "name_en": "Deloitte",
        "name_ar": "ديلويت",
        "kind": "multinational",
        "tier": 3,
        "question_count": 8,
        "last_reported_at": "2026-08-15T16:12:45.119505Z",
        "url": "https://www.mokabla.com/en/c/deloitte",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/deloitte",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=deloitte",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=deloitte"
        }
      },
      {
        "slug": "accenture",
        "name_en": "Accenture",
        "name_ar": "أكسنتشر",
        "kind": "multinational",
        "tier": 3,
        "question_count": 7,
        "last_reported_at": "2026-09-22T12:37:16.048356Z",
        "url": "https://www.mokabla.com/en/c/accenture",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/accenture",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=accenture",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=accenture"
        }
      },
      {
        "slug": "capgemini",
        "name_en": "Capgemini Egypt",
        "name_ar": "كابجيميني",
        "kind": "multinational",
        "tier": 3,
        "question_count": 7,
        "last_reported_at": "2026-08-22T13:37:31.111250Z",
        "url": "https://www.mokabla.com/en/c/capgemini",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/capgemini",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=capgemini",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=capgemini"
        }
      },
      {
        "slug": "oracle",
        "name_en": "Oracle",
        "name_ar": "أوراكل",
        "kind": "multinational",
        "tier": 3,
        "question_count": 7,
        "last_reported_at": "2026-04-16T09:38:42.104950Z",
        "url": "https://www.mokabla.com/en/c/oracle",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/oracle",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=oracle",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=oracle"
        }
      },
      {
        "slug": "ericsson",
        "name_en": "Ericsson Egypt",
        "name_ar": "إريكسون",
        "kind": "multinational",
        "tier": 3,
        "question_count": 6,
        "last_reported_at": "2026-08-24T11:37:53.496765Z",
        "url": "https://www.mokabla.com/en/c/ericsson",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/ericsson",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=ericsson",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=ericsson"
        }
      },
      {
        "slug": "schneider",
        "name_en": "Schneider Electric",
        "name_ar": "شنايدر",
        "kind": "multinational",
        "tier": 3,
        "question_count": 6,
        "last_reported_at": "2025-01-09T20:38:57.666072Z",
        "url": "https://www.mokabla.com/en/c/schneider",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/schneider",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=schneider",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=schneider"
        }
      },
      {
        "slug": "nokia",
        "name_en": "Nokia Egypt",
        "name_ar": "نوكيا",
        "kind": "multinational",
        "tier": 3,
        "question_count": 5,
        "last_reported_at": "2025-05-27T22:13:36.641343Z",
        "url": "https://www.mokabla.com/en/c/nokia",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/nokia",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=nokia",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=nokia"
        }
      },
      {
        "slug": "ey",
        "name_en": "EY",
        "name_ar": "إرنست ويونج",
        "kind": "multinational",
        "tier": 3,
        "question_count": 4,
        "last_reported_at": "2026-02-05T18:12:50.440565Z",
        "url": "https://www.mokabla.com/en/c/ey",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/ey",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=ey",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=ey"
        }
      },
      {
        "slug": "sap",
        "name_en": "SAP",
        "name_ar": "ساب",
        "kind": "multinational",
        "tier": 3,
        "question_count": 4,
        "last_reported_at": "2026-09-24T09:38:56.171991Z",
        "url": "https://www.mokabla.com/en/c/sap",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/sap",
          "questions": "https://www.mokabla.com/agent/_call/list_questions?company=sap",
          "company": "https://www.mokabla.com/agent/_call/get_company?company=sap"
        }
      }
    ]
  },
  "actions": [
    {
      "name": "search_companies",
      "description": "Find companies by name.",
      "permission": "allow",
      "sideEffect": "read",
      "input": {
        "q": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/search_companies",
      "ready": false,
      "missing": [
        "q"
      ]
    },
    {
      "name": "get_company",
      "description": "One company: names, kind, tier, counts, facets.",
      "permission": "allow",
      "sideEffect": "read",
      "input": {
        "company": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/get_company",
      "ready": false,
      "missing": [
        "company"
      ]
    },
    {
      "name": "list_questions",
      "description": "The questions reported at a company: titles, tags, difficulty, whether each is free or paid.",
      "permission": "allow",
      "sideEffect": "read",
      "input": {
        "company": "string",
        "page": "number?"
      },
      "href": "https://www.mokabla.com/agent/_call/list_questions",
      "ready": false,
      "missing": [
        "company"
      ]
    },
    {
      "name": "buy_access",
      "description": "Buy 30 days of access to a company.",
      "permission": "block",
      "reason": "This action is for people only",
      "ruleId": "R1",
      "sideEffect": "payment",
      "input": {
        "company": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/buy_access",
      "ready": false,
      "missing": [
        "company"
      ],
      "humanPath": "https://www.mokabla.com/en/pricing"
    }
  ],
  "navigate": [
    {
      "label": "Every company, as data",
      "href": "https://www.mokabla.com/agent/_call/list_companies"
    },
    {
      "label": "Vodafone Egypt / _VOIS · page",
      "href": "https://www.mokabla.com/agent/en/c/vodafone"
    },
    {
      "label": "Vodafone Egypt / _VOIS · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=vodafone"
    },
    {
      "label": "Vodafone Egypt / _VOIS · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=vodafone"
    },
    {
      "label": "noon · page",
      "href": "https://www.mokabla.com/agent/en/c/noon"
    },
    {
      "label": "noon · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=noon"
    },
    {
      "label": "noon · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=noon"
    },
    {
      "label": "Siemens (EDA / Digital Industries) · page",
      "href": "https://www.mokabla.com/agent/en/c/siemens"
    },
    {
      "label": "Siemens (EDA / Digital Industries) · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=siemens"
    },
    {
      "label": "Siemens (EDA / Digital Industries) · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=siemens"
    },
    {
      "label": "PwC (Egypt / ETIC) · page",
      "href": "https://www.mokabla.com/agent/en/c/pwc"
    },
    {
      "label": "PwC (Egypt / ETIC) · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=pwc"
    },
    {
      "label": "PwC (Egypt / ETIC) · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=pwc"
    },
    {
      "label": "Microsoft Egypt (ATLC) · page",
      "href": "https://www.mokabla.com/agent/en/c/microsoft"
    },
    {
      "label": "Microsoft Egypt (ATLC) · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=microsoft"
    },
    {
      "label": "Microsoft Egypt (ATLC) · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=microsoft"
    },
    {
      "label": "Valeo · page",
      "href": "https://www.mokabla.com/agent/en/c/valeo"
    },
    {
      "label": "Valeo · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=valeo"
    },
    {
      "label": "Valeo · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=valeo"
    },
    {
      "label": "Amazon (Egypt / MENA) · page",
      "href": "https://www.mokabla.com/agent/en/c/amazon"
    },
    {
      "label": "Amazon (Egypt / MENA) · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=amazon"
    },
    {
      "label": "Amazon (Egypt / MENA) · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=amazon"
    },
    {
      "label": "Fawry · page",
      "href": "https://www.mokabla.com/agent/en/c/fawry"
    },
    {
      "label": "Fawry · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=fawry"
    },
    {
      "label": "Fawry · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=fawry"
    },
    {
      "label": "Dell Technologies Egypt · page",
      "href": "https://www.mokabla.com/agent/en/c/dell"
    },
    {
      "label": "Dell Technologies Egypt · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=dell"
    },
    {
      "label": "Dell Technologies Egypt · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=dell"
    },
    {
      "label": "Instabug · page",
      "href": "https://www.mokabla.com/agent/en/c/instabug"
    },
    {
      "label": "Instabug · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=instabug"
    },
    {
      "label": "Instabug · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=instabug"
    },
    {
      "label": "Orange Egypt / Orange Business · page",
      "href": "https://www.mokabla.com/agent/en/c/orange"
    },
    {
      "label": "Orange Egypt / Orange Business · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=orange"
    },
    {
      "label": "Orange Egypt / Orange Business · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=orange"
    },
    {
      "label": "Paymob · page",
      "href": "https://www.mokabla.com/agent/en/c/paymob"
    },
    {
      "label": "Paymob · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=paymob"
    },
    {
      "label": "Paymob · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=paymob"
    },
    {
      "label": "IBM Egypt · page",
      "href": "https://www.mokabla.com/agent/en/c/ibm"
    },
    {
      "label": "IBM Egypt · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=ibm"
    },
    {
      "label": "IBM Egypt · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=ibm"
    },
    {
      "label": "Swvl · page",
      "href": "https://www.mokabla.com/agent/en/c/swvl"
    },
    {
      "label": "Swvl · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=swvl"
    },
    {
      "label": "Swvl · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=swvl"
    },
    {
      "label": "CyShield · page",
      "href": "https://www.mokabla.com/agent/en/c/cyshield"
    },
    {
      "label": "CyShield · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=cyshield"
    },
    {
      "label": "CyShield · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=cyshield"
    },
    {
      "label": "Breadfast · page",
      "href": "https://www.mokabla.com/agent/en/c/breadfast"
    },
    {
      "label": "Breadfast · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=breadfast"
    },
    {
      "label": "Breadfast · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=breadfast"
    },
    {
      "label": "Giza Systems · page",
      "href": "https://www.mokabla.com/agent/en/c/giza-systems"
    },
    {
      "label": "Giza Systems · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=giza-systems"
    },
    {
      "label": "Giza Systems · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=giza-systems"
    },
    {
      "label": "ITWorx · page",
      "href": "https://www.mokabla.com/agent/en/c/itworx"
    },
    {
      "label": "ITWorx · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=itworx"
    },
    {
      "label": "ITWorx · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=itworx"
    },
    {
      "label": "Link Development · page",
      "href": "https://www.mokabla.com/agent/en/c/link-development"
    },
    {
      "label": "Link Development · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=link-development"
    },
    {
      "label": "Link Development · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=link-development"
    },
    {
      "label": "Vezeeta · page",
      "href": "https://www.mokabla.com/agent/en/c/vezeeta"
    },
    {
      "label": "Vezeeta · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=vezeeta"
    },
    {
      "label": "Vezeeta · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=vezeeta"
    },
    {
      "label": "Talabat · page",
      "href": "https://www.mokabla.com/agent/en/c/talabat"
    },
    {
      "label": "Talabat · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=talabat"
    },
    {
      "label": "Talabat · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=talabat"
    },
    {
      "label": "Bosta · page",
      "href": "https://www.mokabla.com/agent/en/c/bosta"
    },
    {
      "label": "Bosta · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=bosta"
    },
    {
      "label": "Bosta · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=bosta"
    },
    {
      "label": "MNT-Halan · page",
      "href": "https://www.mokabla.com/agent/en/c/halan"
    },
    {
      "label": "MNT-Halan · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=halan"
    },
    {
      "label": "MNT-Halan · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=halan"
    },
    {
      "label": "e& Egypt (Etisalat) · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat"
    },
    {
      "label": "e& Egypt (Etisalat) · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=etisalat"
    },
    {
      "label": "e& Egypt (Etisalat) · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=etisalat"
    },
    {
      "label": "Analog Devices · page",
      "href": "https://www.mokabla.com/agent/en/c/analog-devices"
    },
    {
      "label": "Analog Devices · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=analog-devices"
    },
    {
      "label": "Analog Devices · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=analog-devices"
    },
    {
      "label": "Banque Misr · page",
      "href": "https://www.mokabla.com/agent/en/c/banque-misr"
    },
    {
      "label": "Banque Misr · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=banque-misr"
    },
    {
      "label": "Banque Misr · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=banque-misr"
    },
    {
      "label": "Si-Ware Systems · page",
      "href": "https://www.mokabla.com/agent/en/c/si-ware"
    },
    {
      "label": "Si-Ware Systems · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=si-ware"
    },
    {
      "label": "Si-Ware Systems · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=si-ware"
    },
    {
      "label": "Synopsys · page",
      "href": "https://www.mokabla.com/agent/en/c/synopsys"
    },
    {
      "label": "Synopsys · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=synopsys"
    },
    {
      "label": "Synopsys · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=synopsys"
    },
    {
      "label": "EJADA · page",
      "href": "https://www.mokabla.com/agent/en/c/ejada"
    },
    {
      "label": "EJADA · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=ejada"
    },
    {
      "label": "EJADA · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=ejada"
    },
    {
      "label": "Telecom Egypt (WE) · page",
      "href": "https://www.mokabla.com/agent/en/c/telecom-egypt"
    },
    {
      "label": "Telecom Egypt (WE) · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=telecom-egypt"
    },
    {
      "label": "Telecom Egypt (WE) · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=telecom-egypt"
    },
    {
      "label": "Thndr · page",
      "href": "https://www.mokabla.com/agent/en/c/thndr"
    },
    {
      "label": "Thndr · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=thndr"
    },
    {
      "label": "Thndr · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=thndr"
    },
    {
      "label": "Elmenus · page",
      "href": "https://www.mokabla.com/agent/en/c/elmenus"
    },
    {
      "label": "Elmenus · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=elmenus"
    },
    {
      "label": "Elmenus · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=elmenus"
    },
    {
      "label": "Nagwa · page",
      "href": "https://www.mokabla.com/agent/en/c/nagwa"
    },
    {
      "label": "Nagwa · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=nagwa"
    },
    {
      "label": "Nagwa · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=nagwa"
    },
    {
      "label": "Incorta · page",
      "href": "https://www.mokabla.com/agent/en/c/incorta"
    },
    {
      "label": "Incorta · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=incorta"
    },
    {
      "label": "Incorta · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=incorta"
    },
    {
      "label": "MaxAB · page",
      "href": "https://www.mokabla.com/agent/en/c/maxab"
    },
    {
      "label": "MaxAB · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=maxab"
    },
    {
      "label": "MaxAB · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=maxab"
    },
    {
      "label": "CIB · page",
      "href": "https://www.mokabla.com/agent/en/c/cib"
    },
    {
      "label": "CIB · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=cib"
    },
    {
      "label": "CIB · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=cib"
    },
    {
      "label": "MoneyFellows · page",
      "href": "https://www.mokabla.com/agent/en/c/moneyfellows"
    },
    {
      "label": "MoneyFellows · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=moneyfellows"
    },
    {
      "label": "MoneyFellows · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=moneyfellows"
    },
    {
      "label": "Robusta · page",
      "href": "https://www.mokabla.com/agent/en/c/robusta"
    },
    {
      "label": "Robusta · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=robusta"
    },
    {
      "label": "Robusta · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=robusta"
    },
    {
      "label": "Dsquares · page",
      "href": "https://www.mokabla.com/agent/en/c/dsquares"
    },
    {
      "label": "Dsquares · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=dsquares"
    },
    {
      "label": "Dsquares · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=dsquares"
    },
    {
      "label": "National Bank of Egypt · page",
      "href": "https://www.mokabla.com/agent/en/c/nbe"
    },
    {
      "label": "National Bank of Egypt · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=nbe"
    },
    {
      "label": "National Bank of Egypt · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=nbe"
    },
    {
      "label": "Raya · page",
      "href": "https://www.mokabla.com/agent/en/c/raya"
    },
    {
      "label": "Raya · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=raya"
    },
    {
      "label": "Raya · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=raya"
    },
    {
      "label": "Brightskies · page",
      "href": "https://www.mokabla.com/agent/en/c/brightskies"
    },
    {
      "label": "Brightskies · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=brightskies"
    },
    {
      "label": "Brightskies · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=brightskies"
    },
    {
      "label": "Telda · page",
      "href": "https://www.mokabla.com/agent/en/c/telda"
    },
    {
      "label": "Telda · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=telda"
    },
    {
      "label": "Telda · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=telda"
    },
    {
      "label": "Kashier · page",
      "href": "https://www.mokabla.com/agent/en/c/kashier"
    },
    {
      "label": "Kashier · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=kashier"
    },
    {
      "label": "Kashier · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=kashier"
    },
    {
      "label": "Rabbit · page",
      "href": "https://www.mokabla.com/agent/en/c/rabbit"
    },
    {
      "label": "Rabbit · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=rabbit"
    },
    {
      "label": "Rabbit · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=rabbit"
    },
    {
      "label": "Rackspace Technology · page",
      "href": "https://www.mokabla.com/agent/en/c/rackspace-technology"
    },
    {
      "label": "Rackspace Technology · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=rackspace-technology"
    },
    {
      "label": "Rackspace Technology · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=rackspace-technology"
    },
    {
      "label": "Sarmad · page",
      "href": "https://www.mokabla.com/agent/en/c/sarmad"
    },
    {
      "label": "Sarmad · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=sarmad"
    },
    {
      "label": "Sarmad · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=sarmad"
    },
    {
      "label": "Taearif.com · page",
      "href": "https://www.mokabla.com/agent/en/c/taearif-com"
    },
    {
      "label": "Taearif.com · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=taearif-com"
    },
    {
      "label": "Taearif.com · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=taearif-com"
    },
    {
      "label": "micro1 · page",
      "href": "https://www.mokabla.com/agent/en/c/micro1"
    },
    {
      "label": "micro1 · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=micro1"
    },
    {
      "label": "micro1 · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=micro1"
    },
    {
      "label": "Intel Egypt · page",
      "href": "https://www.mokabla.com/agent/en/c/intel"
    },
    {
      "label": "Intel Egypt · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=intel"
    },
    {
      "label": "Intel Egypt · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=intel"
    },
    {
      "label": "Sumerge · page",
      "href": "https://www.mokabla.com/agent/en/c/sumerge"
    },
    {
      "label": "Sumerge · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=sumerge"
    },
    {
      "label": "Sumerge · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=sumerge"
    },
    {
      "label": "Blink22 · page",
      "href": "https://www.mokabla.com/agent/en/c/blink22"
    },
    {
      "label": "Blink22 · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=blink22"
    },
    {
      "label": "Blink22 · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=blink22"
    },
    {
      "label": "Google · page",
      "href": "https://www.mokabla.com/agent/en/c/google"
    },
    {
      "label": "Google · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=google"
    },
    {
      "label": "Google · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=google"
    },
    {
      "label": "Huawei Egypt · page",
      "href": "https://www.mokabla.com/agent/en/c/huawei"
    },
    {
      "label": "Huawei Egypt · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=huawei"
    },
    {
      "label": "Huawei Egypt · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=huawei"
    },
    {
      "label": "Meta · page",
      "href": "https://www.mokabla.com/agent/en/c/meta"
    },
    {
      "label": "Meta · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=meta"
    },
    {
      "label": "Meta · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=meta"
    },
    {
      "label": "Trufla · page",
      "href": "https://www.mokabla.com/agent/en/c/trufla"
    },
    {
      "label": "Trufla · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=trufla"
    },
    {
      "label": "Trufla · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=trufla"
    },
    {
      "label": "Deloitte · page",
      "href": "https://www.mokabla.com/agent/en/c/deloitte"
    },
    {
      "label": "Deloitte · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=deloitte"
    },
    {
      "label": "Deloitte · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=deloitte"
    },
    {
      "label": "Accenture · page",
      "href": "https://www.mokabla.com/agent/en/c/accenture"
    },
    {
      "label": "Accenture · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=accenture"
    },
    {
      "label": "Accenture · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=accenture"
    },
    {
      "label": "Capgemini Egypt · page",
      "href": "https://www.mokabla.com/agent/en/c/capgemini"
    },
    {
      "label": "Capgemini Egypt · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=capgemini"
    },
    {
      "label": "Capgemini Egypt · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=capgemini"
    },
    {
      "label": "Oracle · page",
      "href": "https://www.mokabla.com/agent/en/c/oracle"
    },
    {
      "label": "Oracle · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=oracle"
    },
    {
      "label": "Oracle · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=oracle"
    },
    {
      "label": "Ericsson Egypt · page",
      "href": "https://www.mokabla.com/agent/en/c/ericsson"
    },
    {
      "label": "Ericsson Egypt · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=ericsson"
    },
    {
      "label": "Ericsson Egypt · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=ericsson"
    },
    {
      "label": "Schneider Electric · page",
      "href": "https://www.mokabla.com/agent/en/c/schneider"
    },
    {
      "label": "Schneider Electric · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=schneider"
    },
    {
      "label": "Schneider Electric · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=schneider"
    },
    {
      "label": "Nokia Egypt · page",
      "href": "https://www.mokabla.com/agent/en/c/nokia"
    },
    {
      "label": "Nokia Egypt · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=nokia"
    },
    {
      "label": "Nokia Egypt · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=nokia"
    },
    {
      "label": "EY · page",
      "href": "https://www.mokabla.com/agent/en/c/ey"
    },
    {
      "label": "EY · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=ey"
    },
    {
      "label": "EY · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=ey"
    },
    {
      "label": "SAP · page",
      "href": "https://www.mokabla.com/agent/en/c/sap"
    },
    {
      "label": "SAP · questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=sap"
    },
    {
      "label": "SAP · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=sap"
    }
  ],
  "notices": [
    {
      "severity": "info",
      "message": "This classification is final for the session: it came from a strong signal, not a guess. The human pages are not served to agents."
    },
    {
      "severity": "info",
      "message": "Unverified agents are read-only. Signed requests (Web Bot Auth) are the path to write access."
    }
  ],
  "meta": {
    "requestId": "ag_a34d50e8ab3d",
    "policyVersion": "mokabla-2026-11-03",
    "generatedAt": "2026-11-03T15:53:50.722Z",
    "jsonUrl": "https://www.mokabla.com/agent/en/companies?format=json",
    "manifestUrl": "https://www.mokabla.com/.well-known/agentgate.json",
    "humanUrl": "https://www.mokabla.com/en/companies",
    "humanClaimUrl": "https://www.mokabla.com/agent/_claim/human?to=%2Fen%2Fcompanies"
  }
}