{
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    "title": "Customer Sentiment Analysis AI",
    "description": "Scrape customer reviews from Facebook, Google Maps, Booking.com, and Amazon, then run AI-powered sentiment analysis. Get overall sentiment scores, trends, themes, and competitor comparisons.",
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  "components": {
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        "required": [
          "llmApiKey"
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        "properties": {
          "facebookUrls": {
            "title": "Facebook Page URLs",
            "type": "array",
            "description": "Facebook page URLs to scrape reviews from (e.g., https://www.facebook.com/mybusiness/reviews). Add competitor pages here too for comparison.",
            "items": {
              "type": "string"
            }
          },
          "googleMapsUrls": {
            "title": "Google Maps Place URLs",
            "type": "array",
            "description": "Google Maps place URLs to scrape reviews from. Add competitor places for comparison.",
            "items": {
              "type": "string"
            }
          },
          "bookingUrls": {
            "title": "Booking.com Hotel URLs",
            "type": "array",
            "description": "Booking.com hotel page URLs to scrape reviews from. Add competitor hotels for comparison.",
            "items": {
              "type": "string"
            }
          },
          "amazonUrls": {
            "title": "Amazon Product URLs",
            "type": "array",
            "description": "Amazon product page URLs to scrape reviews from. Add competitor products for comparison.",
            "items": {
              "type": "string"
            }
          },
          "timePeriod": {
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            "enum": [
              "last 7 days",
              "last 30 days",
              "last 90 days",
              "last 6 months",
              "last 1 year",
              "all time"
            ],
            "type": "string",
            "description": "Only analyze reviews from this time period.",
            "default": "last 90 days"
          },
          "maxReviewsPerSource": {
            "title": "Max Reviews Per URL",
            "minimum": 1,
            "maximum": 1000,
            "type": "integer",
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          },
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            "enum": [
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              "openai"
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            "type": "string",
            "description": "Which AI provider to use for sentiment analysis.",
            "default": "anthropic"
          },
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            "description": "Your API key for the selected AI provider (Anthropic or OpenAI)."
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          "llmModel": {
            "title": "AI Model",
            "type": "string",
            "description": "Model to use. Leave empty for defaults: claude-sonnet-4-20250514 (Anthropic) or gpt-4o (OpenAI)."
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        }
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              "status": {
                "type": "string",
                "example": "READY"
              },
              "meta": {
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                "properties": {
                  "origin": {
                    "type": "string",
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                  },
                  "userAgent": {
                    "type": "string"
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              },
              "stats": {
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                  "memoryMbytes": {
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              "defaultKeyValueStoreId": {
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