{
  "openapi": "3.0.1",
  "info": {
    "title": "GulfTalent Scraper — Gulf & Middle East Jobs",
    "description": "Scrape gulftalent.com — the largest Gulf & Middle East job board — across UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, and Oman. Get structured industry, employment type, and employer details. Incremental mode tracks changes across runs.",
    "version": "0.1",
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  },
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    "/acts/blackfalcondata~gulftalent-scraper/run-sync": {
      "post": {
        "operationId": "run-sync-blackfalcondata-gulftalent-scraper",
        "x-openai-isConsequential": false,
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  },
  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "properties": {
          "query": {
            "title": "🔍 Search Term(s)",
            "type": "string",
            "description": "Keyword(s) to search for (e.g. \"developer\", \"sales manager\"). Use JSON array [\"a\",\"b\"] for multi-query."
          },
          "category": {
            "title": "🏷️ Category",
            "type": "string",
            "description": "Browse a category instead of a keyword search (e.g. \"sales\", \"civil-engineering\", \"finance-consulting\"). When both query and category are set, query wins."
          },
          "country": {
            "title": "🌍 Country",
            "enum": [
              "AE",
              "SA",
              "QA",
              "KW",
              "BH",
              "OM"
            ],
            "type": "string",
            "description": "Which gulftalent.com market to search.",
            "default": "AE"
          },
          "location": {
            "title": "📍 Location",
            "type": "string",
            "description": "City, state, or region. Use JSON array for multi-location."
          },
          "startUrls": {
            "title": "🔗 Start URLs",
            "type": "array",
            "description": "Direct search or job detail URLs.",
            "items": {
              "type": "string"
            }
          },
          "maxResults": {
            "title": "💯 Max Results",
            "minimum": 0,
            "maximum": 1000,
            "type": "integer",
            "description": "Maximum total job listings to return (0 = unlimited). This is the primary cost control — Apify charges per emitted record.",
            "default": 25
          },
          "maxPages": {
            "title": "📄 Max Pages",
            "minimum": 1,
            "maximum": 50,
            "type": "integer",
            "description": "Maximum SERP pages to scrape per search source. Defensive safety bound — `maxResults` is the primary record cap.",
            "default": 5
          },
          "includeKeywords": {
            "title": "📝 Include Keywords",
            "type": "object",
            "description": "Require at least one of these keywords in title/description. Example: {\"keywords\":[\"react\",\"node\"],\"matchTitle\":true,\"matchDescription\":true}."
          },
          "excludeKeywords": {
            "title": "🚫 Exclude Keywords",
            "type": "object",
            "description": "Exclude jobs containing any of these keywords. Same config shape as includeKeywords."
          },
          "fromDate": {
            "title": "📅 From Date",
            "type": "string",
            "description": "Only include jobs posted on or after this date. Accepts YYYY-MM-DD or ISO-8601."
          },
          "toDate": {
            "title": "📅 To Date",
            "type": "string",
            "description": "Only include jobs posted on or before this date."
          },
          "maxAgeMinutes": {
            "title": "⏰ Max Age (minutes)",
            "minimum": 0,
            "type": "integer",
            "description": "Only include jobs posted within the last N minutes. 0 = no limit. Pairs well with scheduled runs (e.g. 60 for hourly cron).",
            "default": 0
          },
          "customFilters": {
            "title": "🔧 Custom Filters (advanced)",
            "type": "array",
            "description": "Array of rules applied to any output field. Each rule: {\"field\":\"<name>\",\"op\":\"includes|notIncludes|equals|notEquals|gt|gte|lt|lte\",\"value\":...}. Example: [{\"field\":\"location\",\"op\":\"includes\",\"value\":\"UAE\"}, {\"field\":\"description\",\"op\":\"notIncludes\",\"value\":\"unpaid\"}]."
          },
          "includeDetails": {
            "title": "📋 Include Full Details",
            "type": "boolean",
            "description": "Fetch each job's detail page for full description, salary data, and company info.",
            "default": true
          },
          "includeCompanyProfile": {
            "title": "🏢 Include Company Profile",
            "type": "boolean",
            "description": "Fetch company overview pages for industry, headcount, and more.",
            "default": false
          },
          "descriptionMaxLength": {
            "title": "✂️ Description Max Length",
            "minimum": 0,
            "type": "integer",
            "description": "Truncate description to this many characters. 0 = no truncation.",
            "default": 0
          },
          "compact": {
            "title": "📦 Compact Output",
            "type": "boolean",
            "description": "Output only core fields (for AI-agent/MCP workflows).",
            "default": false
          },
          "incrementalMode": {
            "title": "♻️ Incremental Mode",
            "type": "boolean",
            "description": "Compare against previous run state. stateKey is optional — auto-derived from search inputs (queries, locations, startUrls, country) so different filter sets never share state.",
            "default": false
          },
          "stateKey": {
            "title": "🔑 State Key",
            "type": "string",
            "description": "Optional. Stable identifier for the tracked search universe (e.g. \"us-software-nyc\"). Leave empty to auto-generate from search inputs."
          },
          "emitUnchanged": {
            "title": "♻️ Emit Unchanged Records",
            "type": "boolean",
            "description": "When incremental, also emit records that haven't changed.",
            "default": false
          },
          "emitExpired": {
            "title": "⚰️ Emit Expired Records",
            "type": "boolean",
            "description": "When incremental, also emit records no longer found.",
            "default": false
          },
          "skipReposts": {
            "title": "🚫 Skip Reposts",
            "type": "boolean",
            "description": "When incremental, skip jobs whose content matches an expired job from a prior run (cross-run repost detection).",
            "default": false
          },
          "telegramToken": {
            "title": "🔑 Telegram Bot Token",
            "type": "string",
            "description": "Telegram bot token (from @BotFather). Required for Telegram notifications."
          },
          "telegramChatId": {
            "title": "💬 Telegram Chat ID",
            "type": "string",
            "description": "Telegram chat or channel ID (e.g. \"-100123456789\"). Required when telegramToken is set."
          },
          "discordWebhookUrl": {
            "title": "🎮 Discord Webhook URL",
            "type": "string",
            "description": "Discord incoming webhook URL. Server Settings → Integrations → Webhooks → New Webhook."
          },
          "slackWebhookUrl": {
            "title": "💼 Slack Webhook URL",
            "type": "string",
            "description": "Slack incoming webhook URL. api.slack.com/messaging/webhooks."
          },
          "notificationLimit": {
            "title": "📊 Max Jobs Per Notification",
            "minimum": 1,
            "maximum": 20,
            "type": "integer",
            "description": "Maximum number of jobs included in each notification message (1–20).",
            "default": 5
          },
          "notifyOnlyChanges": {
            "title": "🔄 Notify Only New/Updated",
            "type": "boolean",
            "description": "When Incremental Mode is on, only send notifications for NEW and UPDATED jobs. Has no effect outside incremental mode.",
            "default": false
          },
          "includeRunMetadata": {
            "title": "📣 Include Run Summary in Notifications",
            "type": "boolean",
            "description": "Prepend a one-line summary (query + total count) to each notification batch.",
            "default": true
          },
          "whatsappAccessToken": {
            "title": "📱 WhatsApp Access Token",
            "type": "string",
            "description": "WhatsApp Cloud API permanent access token (System User token from Meta Business). Recipient must have messaged the business number within the last 24h (service-conversation window — free since Nov 2024)."
          },
          "whatsappPhoneNumberId": {
            "title": "📞 WhatsApp Phone Number ID",
            "type": "string",
            "description": "Your WhatsApp Business phone-number ID (numeric, from Meta dashboard). Required when whatsappAccessToken is set."
          },
          "whatsappTo": {
            "title": "📲 WhatsApp Recipient",
            "type": "string",
            "description": "Recipient phone in E.164 format without + (e.g. \"436641234567\"). Recipient must have messaged your business number within last 24h."
          },
          "webhookUrl": {
            "title": "🪝 Generic Webhook URL",
            "type": "string",
            "description": "Receives a JSON POST with {metadata, items} after each run. Universal escape hatch for n8n / Make / Zapier / custom backends."
          },
          "webhookHeaders": {
            "title": "📋 Webhook Headers",
            "type": "object",
            "description": "Optional JSON object of custom headers (e.g. {\"Authorization\":\"Bearer ...\"})."
          },
          "descriptionFormat": {
            "title": "Description format",
            "enum": [
              "all",
              "text",
              "html",
              "markdown"
            ],
            "type": "string",
            "description": "Pick a single description representation. `all` keeps every variant; `text` / `html` / `markdown` drop the others.",
            "default": "all"
          },
          "excludeEmptyFields": {
            "title": "Exclude empty fields from output",
            "type": "boolean",
            "description": "Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards.",
            "default": false
          }
        }
      },
      "runsResponseSchema": {
        "type": "object",
        "properties": {
          "data": {
            "type": "object",
            "properties": {
              "id": {
                "type": "string"
              },
              "actId": {
                "type": "string"
              },
              "userId": {
                "type": "string"
              },
              "startedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "finishedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "status": {
                "type": "string",
                "example": "READY"
              },
              "meta": {
                "type": "object",
                "properties": {
                  "origin": {
                    "type": "string",
                    "example": "API"
                  },
                  "userAgent": {
                    "type": "string"
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                }
              },
              "stats": {
                "type": "object",
                "properties": {
                  "inputBodyLen": {
                    "type": "integer",
                    "example": 2000
                  },
                  "rebootCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "restartCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "resurrectCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "computeUnits": {
                    "type": "integer",
                    "example": 0
                  }
                }
              },
              "options": {
                "type": "object",
                "properties": {
                  "build": {
                    "type": "string",
                    "example": "latest"
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                  "timeoutSecs": {
                    "type": "integer",
                    "example": 300
                  },
                  "memoryMbytes": {
                    "type": "integer",
                    "example": 1024
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                  "diskMbytes": {
                    "type": "integer",
                    "example": 2048
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              "buildId": {
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              "defaultKeyValueStoreId": {
                "type": "string"
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              "defaultDatasetId": {
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                "example": "1.0.0"
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              "containerUrl": {
                "type": "string"
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              "usage": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
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                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
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                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
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                  "KEY_VALUE_STORE_WRITES": {
                    "type": "integer",
                    "example": 1
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                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
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                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
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                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
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                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
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              "usageTotalUsd": {
                "type": "number",
                "example": 0.00005
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              "usageUsd": {
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                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
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                  "DATASET_READS": {
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                  "DATASET_WRITES": {
                    "type": "integer",
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                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
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                  "KEY_VALUE_STORE_WRITES": {
                    "type": "number",
                    "example": 0.00005
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                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
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                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
                    "example": 0
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                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
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}