{
  "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": "company",
    "title": "Company · raya",
    "humanPath": "/en/c/raya",
    "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": {
    "company": {
      "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"
      },
      "website": "https://www.rayacorp.com",
      "facets": {
        "domain": [
          {
            "slug": "behavioral",
            "name_en": "Behavioral",
            "name_ar": "أسئلة سلوكية",
            "kind": "domain",
            "count": 3
          },
          {
            "slug": "oop-design",
            "name_en": "OOP Design",
            "name_ar": "التصميم الكائني",
            "kind": "domain",
            "count": 3
          },
          {
            "slug": "sql",
            "name_en": "SQL",
            "name_ar": "SQL وقواعد البيانات",
            "kind": "domain",
            "count": 2
          },
          {
            "slug": "ml",
            "name_en": "Machine Learning",
            "name_ar": "تعلم الآلة",
            "kind": "domain",
            "count": 2
          },
          {
            "slug": "system-design",
            "name_en": "System Design",
            "name_ar": "تصميم الأنظمة",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "data",
            "name_en": "Data",
            "name_ar": "بيانات",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "fundamentals",
            "name_en": "CS Fundamentals",
            "name_ar": "أساسيات كمبيوتر ساينس",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "business",
            "name_en": "Business & Ops",
            "name_ar": "بيزنس وأوبريشنز",
            "kind": "domain",
            "count": 1
          }
        ],
        "stage": [
          {
            "slug": "technical",
            "name_en": "Technical Interview",
            "name_ar": "انترفيو تقني",
            "kind": "stage",
            "count": 3
          },
          {
            "slug": "hr",
            "name_en": "HR Interview",
            "name_ar": "انترفيو HR",
            "kind": "stage",
            "count": 2
          },
          {
            "slug": "take-home",
            "name_en": "Take-home Task",
            "name_ar": "تاسك في البيت",
            "kind": "stage",
            "count": 2
          }
        ],
        "role": [
          {
            "slug": "swe",
            "name_en": "Software Engineer",
            "name_ar": "مهندس برمجيات",
            "kind": "role",
            "count": 2
          },
          {
            "slug": "role-ml",
            "name_en": "ML Engineer",
            "name_ar": "مهندس تعلم آلة",
            "kind": "role",
            "count": 2
          },
          {
            "slug": "general",
            "name_en": "Associate / General",
            "name_ar": "أسوشييت وأدوار عامة",
            "kind": "role",
            "count": 2
          },
          {
            "slug": "intern",
            "name_en": "Intern",
            "name_ar": "متدرب",
            "kind": "role",
            "count": 1
          }
        ]
      }
    },
    "questions": [
      {
        "slug": "hr-round-personal-questions-and-process",
        "title": "HR Round Personal Questions and Process",
        "difficulty": "easy",
        "tags": [
          "behavioral",
          "hr",
          "general"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-07-13T20:38:52.471584Z",
        "url": "https://www.mokabla.com/en/c/raya/hr-round-personal-questions-and-process",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/raya/hr-round-personal-questions-and-process",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=hr-round-personal-questions-and-process"
        }
      },
      {
        "slug": "uipath-rpa-assignment-series",
        "title": "UiPath RPA Assignment Series",
        "difficulty": "easy",
        "tags": [
          "data",
          "intern",
          "take-home",
          "business",
          "general"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.4,
        "last_reported_at": "2026-08-16T19:38:52.226318Z",
        "url": "https://www.mokabla.com/en/c/raya/uipath-rpa-assignment-series",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/raya/uipath-rpa-assignment-series",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=uipath-rpa-assignment-series"
        }
      },
      {
        "slug": "oop-and-database-fundamentals",
        "title": "OOP and Database Fundamentals",
        "difficulty": "medium",
        "tags": [
          "sql",
          "oop-design",
          "technical",
          "swe"
        ],
        "is_free": true,
        "locked": false,
        "frequency": 0.4,
        "last_reported_at": "2026-01-01T11:13:58.986530Z",
        "url": "https://www.mokabla.com/en/c/raya/oop-and-database-fundamentals",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/raya/oop-and-database-fundamentals",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=oop-and-database-fundamentals"
        }
      },
      {
        "slug": "only-four-instances-of-a-class",
        "title": "Only Four Instances of a Class",
        "difficulty": "medium",
        "tags": [
          "oop-design",
          "technical",
          "swe",
          "fundamentals"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.2,
        "last_reported_at": "2026-08-03T21:38:51.006390Z",
        "url": "https://www.mokabla.com/en/c/raya/only-four-instances-of-a-class",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/raya/only-four-instances-of-a-class",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=only-four-instances-of-a-class"
        }
      },
      {
        "slug": "telecom-ai-agent-poc-task",
        "title": "Telecom AI Agent POC Task",
        "difficulty": "hard",
        "tags": [
          "system-design",
          "ml",
          "role-ml",
          "take-home"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.2,
        "last_reported_at": "2026-07-27T11:38:51.551238Z",
        "url": "https://www.mokabla.com/en/c/raya/telecom-ai-agent-poc-task",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/raya/telecom-ai-agent-poc-task",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=telecom-ai-agent-poc-task"
        }
      },
      {
        "slug": "ai-and-automation-basics-interview",
        "title": "AI and Automation Basics Interview",
        "difficulty": "easy",
        "tags": [
          "sql",
          "behavioral",
          "ml",
          "oop-design",
          "technical",
          "role-ml"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.2,
        "last_reported_at": "2026-07-03T19:38:51.977523Z",
        "url": "https://www.mokabla.com/en/c/raya/ai-and-automation-basics-interview",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/raya/ai-and-automation-basics-interview",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=ai-and-automation-basics-interview"
        }
      },
      {
        "slug": "self-intro-and-salary-hr-round",
        "title": "Self Intro and Salary HR Round",
        "difficulty": "easy",
        "tags": [
          "behavioral",
          "hr"
        ],
        "is_free": true,
        "locked": false,
        "frequency": 0.2,
        "last_reported_at": "2026-03-18T10:14:01.124165Z",
        "url": "https://www.mokabla.com/en/c/raya/self-intro-and-salary-hr-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/raya/self-intro-and-salary-hr-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=self-intro-and-salary-hr-round"
        }
      }
    ],
    "total_questions": 7,
    "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_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?company=raya",
      "ready": true,
      "missing": []
    },
    {
      "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?company=raya",
      "ready": false,
      "missing": [
        "question"
      ],
      "humanPath": "https://www.mokabla.com/en/pricing"
    },
    {
      "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?company=raya",
      "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?company=raya",
      "ready": true,
      "missing": [],
      "humanPath": "https://www.mokabla.com/en/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?company=raya",
      "ready": false,
      "missing": [
        "title"
      ],
      "humanPath": "https://www.mokabla.com/en/contribute/new"
    }
  ],
  "navigate": [
    {
      "label": "This company's questions, as data",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=raya"
    },
    {
      "label": "Next page of questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=raya&page=2"
    },
    {
      "label": "Back to all companies",
      "href": "https://www.mokabla.com/agent/en/companies"
    },
    {
      "label": "Raya · page",
      "href": "https://www.mokabla.com/agent/en/c/raya"
    },
    {
      "label": "Raya · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=raya"
    },
    {
      "label": "HR Round Personal Questions and Process · page",
      "href": "https://www.mokabla.com/agent/en/c/raya/hr-round-personal-questions-and-process"
    },
    {
      "label": "HR Round Personal Questions and Process · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=hr-round-personal-questions-and-process"
    },
    {
      "label": "UiPath RPA Assignment Series · page",
      "href": "https://www.mokabla.com/agent/en/c/raya/uipath-rpa-assignment-series"
    },
    {
      "label": "UiPath RPA Assignment Series · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=uipath-rpa-assignment-series"
    },
    {
      "label": "OOP and Database Fundamentals · page",
      "href": "https://www.mokabla.com/agent/en/c/raya/oop-and-database-fundamentals"
    },
    {
      "label": "OOP and Database Fundamentals · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=oop-and-database-fundamentals"
    },
    {
      "label": "Only Four Instances of a Class · page",
      "href": "https://www.mokabla.com/agent/en/c/raya/only-four-instances-of-a-class"
    },
    {
      "label": "Only Four Instances of a Class · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=only-four-instances-of-a-class"
    },
    {
      "label": "Telecom AI Agent POC Task · page",
      "href": "https://www.mokabla.com/agent/en/c/raya/telecom-ai-agent-poc-task"
    },
    {
      "label": "Telecom AI Agent POC Task · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=telecom-ai-agent-poc-task"
    },
    {
      "label": "AI and Automation Basics Interview · page",
      "href": "https://www.mokabla.com/agent/en/c/raya/ai-and-automation-basics-interview"
    },
    {
      "label": "AI and Automation Basics Interview · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=ai-and-automation-basics-interview"
    },
    {
      "label": "Self Intro and Salary HR Round · page",
      "href": "https://www.mokabla.com/agent/en/c/raya/self-intro-and-salary-hr-round"
    },
    {
      "label": "Self Intro and Salary HR Round · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=raya&question=self-intro-and-salary-hr-round"
    }
  ],
  "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_446749d7b152",
    "policyVersion": "mokabla-2026-11-03",
    "generatedAt": "2026-11-03T16:42:39.321Z",
    "jsonUrl": "https://www.mokabla.com/agent/en/c/raya?format=json",
    "manifestUrl": "https://www.mokabla.com/.well-known/agentgate.json",
    "humanUrl": "https://www.mokabla.com/en/c/raya",
    "humanClaimUrl": "https://www.mokabla.com/agent/_claim/human?to=%2Fen%2Fc%2Fraya"
  }
}