{
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  "info": {
    "title": "LinkedIn Scraper: Posts, Reactions, Comments & Engagement",
    "description": "Scrapes full data from any public LinkedIn company page, including About info, employees, posts, insights, specialties, locations, size, and industry. Ideal for lead enrichment, competitor analysis, market research, and automated company intelligence at scale",
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      "inputSchema": {
        "type": "object",
        "properties": {
          "companyUrls": {
            "title": "🔗 LinkedIn company page URLs",
            "minItems": 1,
            "type": "array",
            "description": "Public LinkedIn company page URLs to scrape (one per line). The base `urls` key still works too. Example: https://www.linkedin.com/company/netflix/",
            "items": {
              "type": "string"
            }
          },
          "maxPostsToAnalyze": {
            "title": "📊 Max posts to analyze",
            "minimum": 1,
            "maximum": 10,
            "type": "integer",
            "description": "How many of the page's recent posts (max 10 are ever embedded on the page) to enrich with reactions/comments/media + include in the analytics. Example: 10. Default is 10.",
            "default": 10
          },
          "oldestPostDate": {
            "title": "📅 Only posts since",
            "type": "string",
            "description": "Drop posts older than this date from `posts[]` and from the analytics calculation. Accepts an absolute date (YYYY-MM-DD) or a relative value like '30 days'. Leave blank to include all embedded posts (default)."
          },
          "includePostMedia": {
            "title": "🖼️ Include post images & videos",
            "type": "boolean",
            "description": "Extract each post's images[] (full CDN URLs) and videos[] (multi-bitrate CDN mp4 URLs). Turn off for a smaller/faster payload if you only need the reaction/comment counts. Default is true.",
            "default": true
          },
          "enableSentimentTagging": {
            "title": "🤖 Enable AI sentiment & topic tagging",
            "type": "boolean",
            "description": "Best-effort AI classification of each post's text into sentiment (positive/neutral/negative) + up to 4 topic keywords. Requires an API key below. OFF by default — base output is fully returned either way.",
            "default": false
          },
          "aiModel": {
            "title": "🤖 AI Model / Provider",
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              "claude-haiku-4-5",
              "claude-sonnet-5",
              "claude-opus-4-8",
              "claude-fable-5",
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              "grok-3",
              "grok-beta",
              "deepseek-chat",
              "deepseek-reasoner",
              "sonar",
              "sonar-pro",
              "sonar-reasoning",
              "mistral-small-latest",
              "mistral-large-latest"
            ],
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            "description": "Provider auto-detected from the name: claude-*=Anthropic, gpt-*/o1/o3=OpenAI, gemini-*=Google, grok-*=xAI, deepseek-*=DeepSeek, sonar*=Perplexity, mistral-*=Mistral. Cheaper mini/flash/haiku/lite models are recommended for classification.",
            "default": "claude-haiku-4-5"
          },
          "aiApiKey": {
            "title": "🔑 AI provider API key",
            "type": "string",
            "description": "API key for the selected AI provider (falls back to that provider's env var if left blank, e.g. ANTHROPIC_API_KEY). Only used when AI sentiment tagging is enabled. Kept secret."
          },
          "maxRetryAttempts": {
            "title": "🔁 Max retry attempts",
            "minimum": 1,
            "type": "integer",
            "description": "How many times to retry a company URL on error/block before giving up and saving an error row. The base `maxRetries` key still works too. Default is 3."
          },
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            "title": "⏱️ Request timeout (seconds)",
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            "type": "integer",
            "description": "Per-request HTTP timeout in seconds. The base `requestTimeoutSec` key still works too. Default is 30."
          },
          "maxConcurrency": {
            "title": "🧵 Max concurrency",
            "minimum": 1,
            "maximum": 20,
            "type": "integer",
            "description": "How many company URLs to fetch in parallel (capped at 20). The base `concurrency` key still works too. Default is 3."
          },
          "proxyConfiguration": {
            "title": "🌐 Proxy configuration",
            "type": "object",
            "description": "Optional proxy. Starts DIRECT (or your selection) and auto-escalates to Apify Residential on a 403/407/429/999/authwall block. The base `proxy` key still works too."
          }
        }
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