{
  "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": "home",
    "title": "Home",
    "humanPath": "/",
    "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": {
    "site": "Mokabla is a crowdsourced bank of real interview questions from companies in Egypt, organised by company.",
    "stats": {
      "companies": 65,
      "questions": 832,
      "reports": 2088,
      "users": 343
    },
    "featured_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"
        }
      }
    ],
    "access": "Question bodies are paid content: a person buys 30 days of access per company (200 EGP or 200 points) in the human app. Agents get titles, tags and difficulty; bodies only for free questions."
  },
  "actions": [
    {
      "name": "list_companies",
      "description": "Every company in the bank with its question count.",
      "permission": "allow",
      "sideEffect": "read",
      "input": {},
      "href": "https://www.mokabla.com/agent/_call/list_companies",
      "ready": true,
      "missing": []
    },
    {
      "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": "get_question",
      "description": "One question with its body. Bodies are paid content unless the question is free.",
      "permission": "allow",
      "sideEffect": "read",
      "input": {
        "company": "string",
        "question": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/get_question",
      "ready": false,
      "missing": [
        "company",
        "question"
      ],
      "humanPath": "https://www.mokabla.com/ar/pricing"
    },
    {
      "name": "get_pricing",
      "description": "What access costs and how points work.",
      "permission": "allow",
      "sideEffect": "read",
      "input": {},
      "href": "https://www.mokabla.com/agent/_call/get_pricing",
      "ready": true,
      "missing": []
    },
    {
      "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/ar/pricing"
    },
    {
      "name": "submit_question",
      "description": "Report a question you were asked in an interview.",
      "permission": "block",
      "reason": "This action is for people only",
      "ruleId": "R1",
      "sideEffect": "write",
      "input": {
        "company": "string",
        "title": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/submit_question",
      "ready": false,
      "missing": [
        "company",
        "title"
      ],
      "humanPath": "https://www.mokabla.com/ar/contribute/new"
    },
    {
      "name": "register",
      "description": "Create an account.",
      "permission": "block",
      "reason": "This action is for people only",
      "ruleId": "R1",
      "sideEffect": "account",
      "input": {},
      "href": "https://www.mokabla.com/agent/_call/register",
      "ready": true,
      "missing": [],
      "humanPath": "https://www.mokabla.com/ar/register"
    }
  ],
  "navigate": [
    {
      "label": "Every company, as data",
      "href": "https://www.mokabla.com/agent/_call/list_companies"
    },
    {
      "label": "All companies, as an agent page",
      "href": "https://www.mokabla.com/agent/en/companies"
    },
    {
      "label": "Pricing and points",
      "href": "https://www.mokabla.com/agent/_call/get_pricing"
    },
    {
      "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"
    }
  ],
  "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_e67e706f38fe",
    "policyVersion": "mokabla-2026-11-03",
    "generatedAt": "2026-11-03T15:52:10.844Z",
    "jsonUrl": "https://www.mokabla.com/agent?format=json",
    "manifestUrl": "https://www.mokabla.com/.well-known/agentgate.json",
    "humanUrl": "https://www.mokabla.com/ar",
    "humanClaimUrl": "https://www.mokabla.com/agent/_claim/human?to=%2Far"
  }
}