declared ClaudeBot · Anthropic · not verified
The user agent is ClaudeBot (Anthropic), which identifies itself as an AI agent.
Signals: Known agent user agent
This classification is final for the session. The human pages are not served to agents.
{
"company": {
"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"
},
"website": "https://www.swvl.com",
"facets": {
"domain": [
{
"slug": "coding",
"name_en": "Coding",
"name_ar": "برمجة",
"kind": "domain",
"count": 5
},
{
"slug": "data",
"name_en": "Data",
"name_ar": "بيانات",
"kind": "domain",
"count": 4
},
{
"slug": "product",
"name_en": "Product",
"name_ar": "برودكت",
"kind": "domain",
"count": 4
},
{
"slug": "system-design",
"name_en": "System Design",
"name_ar": "تصميم الأنظمة",
"kind": "domain",
"count": 2
},
{
"slug": "sql",
"name_en": "SQL",
"name_ar": "SQL وقواعد البيانات",
"kind": "domain",
"count": 2
},
{
"slug": "behavioral",
"name_en": "Behavioral",
"name_ar": "أسئلة سلوكية",
"kind": "domain",
"count": 2
},
{
"slug": "mobile",
"name_en": "Mobile",
"name_ar": "تطبيقات موبايل",
"kind": "domain",
"count": 1
},
{
"slug": "devops",
"name_en": "DevOps",
"name_ar": "DevOps وبنية تحتية",
"kind": "domain",
"count": 1
},
{
"slug": "oop-design",
"name_en": "OOP Design",
"name_ar": "التصميم الكائني",
"kind": "domain",
"count": 1
},
{
"slug": "algorithms-theory",
"name_en": "Algorithms Theory",
"name_ar": "نظرية الخوارزميات",
"kind": "domain",
"count": 1
},
{
"slug": "design",
"name_en": "Design & UX",
"name_ar": "ديزاين و UX",
"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": 9
},
{
"slug": "onsite",
"name_en": "Onsite",
"name_ar": "انترفيو في المقر",
"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
},
{
"slug": "final",
"name_en": "Final Round",
"name_ar": "الانترفيو النهائي",
"kind": "stage",
"count": 1
}
],
"role": [
{
"slug": "backend",
"name_en": "Backend Engineer",
"name_ar": "مهندس باك إند",
"kind": "role",
"count": 5
},
{
"slug": "swe",
"name_en": "Software Engineer",
"name_ar": "مهندس برمجيات",
"kind": "role",
"count": 3
},
{
"slug": "data-eng",
"name_en": "Data Engineer",
"name_ar": "مهندس بيانات",
"kind": "role",
"count": 3
},
{
"slug": "data-sci",
"name_en": "Data Scientist",
"name_ar": "عالم بيانات",
"kind": "role",
"count": 2
},
{
"slug": "role-devops",
"name_en": "DevOps Engineer",
"name_ar": "مهندس DevOps",
"kind": "role",
"count": 1
},
{
"slug": "product-manager",
"name_en": "Product Manager",
"name_ar": "برودكت مانجر",
"kind": "role",
"count": 1
},
{
"slug": "product-designer",
"name_en": "Product Designer",
"name_ar": "برودكت ديزاينر",
"kind": "role",
"count": 1
},
{
"slug": "commercial",
"name_en": "Commercial / Operations",
"name_ar": "كوميرشال وأوبريشنز",
"kind": "role",
"count": 1
},
{
"slug": "general",
"name_en": "Associate / General",
"name_ar": "أسوشييت وأدوار عامة",
"kind": "role",
"count": 1
}
]
}
},
"questions": [
{
"slug": "trip-occupancy-sql",
"title": "Trip Occupancy Query",
"difficulty": "medium",
"tags": [
"sql",
"technical",
"backend",
"data-eng"
],
"is_free": true,
"locked": false,
"frequency": 1,
"last_reported_at": "2026-08-20T11:55:03.203701Z",
"url": "https://www.mokabla.com/en/c/swvl/trip-occupancy-sql",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/trip-occupancy-sql",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=trip-occupancy-sql"
}
},
{
"slug": "corridor-business-case",
"title": "Corridor Business Case",
"difficulty": "medium",
"tags": [
"final",
"product",
"business",
"commercial"
],
"is_free": false,
"locked": true,
"frequency": 1,
"last_reported_at": "2025-05-09T22:17:21.363430Z",
"url": "https://www.mokabla.com/en/c/swvl/corridor-business-case",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/corridor-business-case",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=corridor-business-case"
}
},
{
"slug": "ownership-story",
"title": "Ownership Story",
"difficulty": null,
"tags": [
"behavioral",
"hr",
"swe"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2026-08-03T08:55:05.282559Z",
"url": "https://www.mokabla.com/en/c/swvl/ownership-story",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/ownership-story",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=ownership-story"
}
},
{
"slug": "offline-booking-queue",
"title": "Offline Booking Queue",
"difficulty": "medium",
"tags": [
"coding",
"mobile",
"technical",
"swe"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2026-07-17T11:55:03.912595Z",
"url": "https://www.mokabla.com/en/c/swvl/offline-booking-queue",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/offline-booking-queue",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=offline-booking-queue"
}
},
{
"slug": "nearest-stops-lookup",
"title": "Nearest Stops",
"difficulty": "medium",
"tags": [
"coding",
"technical",
"backend"
],
"is_free": true,
"locked": false,
"frequency": 0.75,
"last_reported_at": "2026-07-16T13:55:01.958172Z",
"url": "https://www.mokabla.com/en/c/swvl/nearest-stops-lookup",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/nearest-stops-lookup",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=nearest-stops-lookup"
}
},
{
"slug": "ride-matching-service",
"title": "Ride Matching Service",
"difficulty": "hard",
"tags": [
"system-design",
"onsite",
"backend"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2026-05-10T13:55:02.653028Z",
"url": "https://www.mokabla.com/en/c/swvl/ride-matching-service",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/ride-matching-service",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=ride-matching-service"
}
},
{
"slug": "operations-pressure-story",
"title": "Operations Pressure Story",
"difficulty": null,
"tags": [
"behavioral",
"hr",
"general"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-05-27T20:17:22.302128Z",
"url": "https://www.mokabla.com/en/c/swvl/operations-pressure-story",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/operations-pressure-story",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=operations-pressure-story"
}
},
{
"slug": "booking-events-pipeline",
"title": "Booking Events Pipeline",
"difficulty": "medium",
"tags": [
"sql",
"data",
"technical",
"data-eng"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-05-17T22:17:20.685982Z",
"url": "https://www.mokabla.com/en/c/swvl/booking-events-pipeline",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/booking-events-pipeline",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=booking-events-pipeline"
}
},
{
"slug": "improve-your-own-task",
"title": "Improve Your Own Task",
"difficulty": "medium",
"tags": [
"coding",
"oop-design",
"backend",
"take-home"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-04-24T12:17:20.426902Z",
"url": "https://www.mokabla.com/en/c/swvl/improve-your-own-task",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/improve-your-own-task",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=improve-your-own-task"
}
},
{
"slug": "k8s-deployments-vs-statefulsets",
"title": "Kubernetes And Infrastructure As Code",
"difficulty": "medium",
"tags": [
"devops",
"technical",
"role-devops"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-04-15T14:17:19.423839Z",
"url": "https://www.mokabla.com/en/c/swvl/k8s-deployments-vs-statefulsets",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/k8s-deployments-vs-statefulsets",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=k8s-deployments-vs-statefulsets"
}
},
{
"slug": "pricing-experiment-readout",
"title": "Pricing Experiment Readout",
"difficulty": "medium",
"tags": [
"data",
"technical",
"data-sci",
"product"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-03-20T14:17:21.011978Z",
"url": "https://www.mokabla.com/en/c/swvl/pricing-experiment-readout",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/pricing-experiment-readout",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=pricing-experiment-readout"
}
},
{
"slug": "vrp-research-task",
"title": "Vehicle Routing Research Task",
"difficulty": "hard",
"tags": [
"data",
"algorithms-theory",
"data-sci",
"take-home"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-03-01T19:17:18.583614Z",
"url": "https://www.mokabla.com/en/c/swvl/vrp-research-task",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/vrp-research-task",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=vrp-research-task"
}
},
{
"slug": "live-coding-two-problems",
"title": "Live Coding Two Problems",
"difficulty": "medium",
"tags": [
"coding",
"technical",
"swe"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-02-20T08:17:19.970546Z",
"url": "https://www.mokabla.com/en/c/swvl/live-coding-two-problems",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/live-coding-two-problems",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=live-coding-two-problems"
}
},
{
"slug": "corporate-account-product-case",
"title": "Corporate Account Product Case",
"difficulty": "medium",
"tags": [
"technical",
"product",
"product-manager"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-02-15T19:17:21.688629Z",
"url": "https://www.mokabla.com/en/c/swvl/corporate-account-product-case",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/corporate-account-product-case",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=corporate-account-product-case"
}
},
{
"slug": "push-notification-system",
"title": "Push Notification System",
"difficulty": "hard",
"tags": [
"system-design",
"onsite",
"backend"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-02-12T11:17:19.170382Z",
"url": "https://www.mokabla.com/en/c/swvl/push-notification-system",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/push-notification-system",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=push-notification-system"
}
},
{
"slug": "booking-flow-design-critique",
"title": "Booking Flow Design Critique",
"difficulty": "hard",
"tags": [
"onsite",
"product",
"design",
"product-designer"
],
"is_free": false,
"locked": true,
"frequency": 0.75,
"last_reported_at": "2025-01-27T12:17:22.046268Z",
"url": "https://www.mokabla.com/en/c/swvl/booking-flow-design-critique",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/booking-flow-design-critique",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=booking-flow-design-critique"
}
},
{
"slug": "demand-heatmap",
"title": "Demand Heatmap",
"difficulty": "medium",
"tags": [
"coding",
"data",
"technical",
"data-eng"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2026-06-22T17:55:04.602441Z",
"url": "https://www.mokabla.com/en/c/swvl/demand-heatmap",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/swvl/demand-heatmap",
"question": "https://www.mokabla.com/agent/_call/get_question?company=swvl&question=demand-heatmap"
}
}
],
"total_questions": 17,
"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."
}
| action | input | permission | |
|---|---|---|---|
| list_questions The questions reported at a company: titles, tags, difficulty, whether each is free or paid. | company: string, page: number? | Allowed | call → |
| get_question One question with its body. Bodies are paid content unless the question is free. | company: string, question: string | Allowed | needs question · pick one under Navigate |
| get_company One company: names, kind, tier, counts, facets. | company: string | Allowed | call → |
| buy_access Buy 30 days of access to a company. | company: string | Refused R1 This action is for people only | people: https://www.mokabla.com/en/pricing |
| submit_question Report a question you were asked in an interview. | company: string, title: string | Refused R1 This action is for people only | people: https://www.mokabla.com/en/contribute/new |
Allowed actions answer in JSON. Add ?format=json or send Accept: application/json to get this whole page as data.