{
  "brand": "Hotel Lucine",
  "analysis_date": "2026-07-27T18:15:10.044Z",
  "input_file": "/Users/jjoosshhmbpm1/ghost-ghost/data/lucine/responses_with_sentiment.json",
  "scoring_version": 2,
  "overall": {
    "geo_score": 36.28,
    "visibility_tier": "Afterthought",
    "industry": "hospitality",
    "weights": {
      "recommendation": 0.45,
      "discovery": 0.2,
      "comparison": 0.2,
      "trust": 0.15
    }
  },
  "decision_moments": {
    "discovery": {
      "score": 25,
      "branded_score": 0,
      "generic_score": 25,
      "branded_weight": 0,
      "generic_weight": 1,
      "total_queries": 15,
      "branded_queries": 0,
      "generic_queries": 15,
      "total_responses": 60,
      "breakdown": {
        "branded": null,
        "generic": {
          "mentioned": 15,
          "not_mentioned": 45
        }
      },
      "platform_scores": {
        "chatgpt": {
          "score": 0,
          "mentions": 0,
          "total": 15,
          "sentiment_breakdown": {
            "positive": 0,
            "neutral": 0,
            "negative": 0,
            "no_data": 15
          }
        },
        "claude": {
          "score": 13.33,
          "mentions": 2,
          "total": 15,
          "sentiment_breakdown": {
            "positive": 0,
            "neutral": 0,
            "negative": 0,
            "no_data": 15
          }
        },
        "perplexity": {
          "score": 40,
          "mentions": 6,
          "total": 15,
          "sentiment_breakdown": {
            "positive": 0,
            "neutral": 0,
            "negative": 0,
            "no_data": 15
          }
        },
        "gemini": {
          "score": 46.67,
          "mentions": 7,
          "total": 15,
          "sentiment_breakdown": {
            "positive": 0,
            "neutral": 0,
            "negative": 0,
            "no_data": 15
          }
        }
      }
    },
    "recommendation": {
      "score": 27.81,
      "branded_score": 0,
      "generic_score": 27.81,
      "branded_weight": 0,
      "generic_weight": 1,
      "total_queries": 38,
      "branded_queries": 0,
      "generic_queries": 38,
      "total_responses": 151,
      "breakdown": {
        "branded": null,
        "generic": {
          "mentioned": 42,
          "not_mentioned": 109
        }
      },
      "platform_scores": {
        "chatgpt": {
          "score": 0,
          "mentions": 0,
          "total": 38,
          "sentiment_breakdown": {
            "positive": 0,
            "neutral": 0,
            "negative": 0,
            "no_data": 38
          }
        },
        "claude": {
          "score": 28.95,
          "mentions": 11,
          "total": 38,
          "sentiment_breakdown": {
            "positive": 0,
            "neutral": 0,
            "negative": 0,
            "no_data": 38
          }
        },
        "perplexity": {
          "score": 31.58,
          "mentions": 12,
          "total": 38,
          "sentiment_breakdown": {
            "positive": 0,
            "neutral": 0,
            "negative": 0,
            "no_data": 38
          }
        },
        "gemini": {
          "score": 51.35,
          "mentions": 19,
          "total": 37,
          "sentiment_breakdown": {
            "positive": 0,
            "neutral": 0,
            "negative": 0,
            "no_data": 37
          }
        }
      }
    },
    "comparison": {
      "score": 44.07,
      "branded_score": 81.82,
      "generic_score": 35.42,
      "branded_weight": 0.186,
      "generic_weight": 0.814,
      "total_queries": 15,
      "branded_queries": 3,
      "generic_queries": 12,
      "total_responses": 59,
      "breakdown": {
        "branded": {
          "positive": 7,
          "neutral": 4,
          "negative": 0,
          "no_data": 1
        },
        "generic": {
          "mentioned": 17,
          "not_mentioned": 31
        }
      },
      "platform_scores": {
        "chatgpt": {
          "score": 20,
          "mentions": 3,
          "total": 15,
          "sentiment_breakdown": {
            "positive": 0,
            "neutral": 3,
            "negative": 0,
            "no_data": 12
          }
        },
        "claude": {
          "score": 46.67,
          "mentions": 7,
          "total": 15,
          "sentiment_breakdown": {
            "positive": 3,
            "neutral": 0,
            "negative": 0,
            "no_data": 12
          }
        },
        "perplexity": {
          "score": 60,
          "mentions": 9,
          "total": 15,
          "sentiment_breakdown": {
            "positive": 2,
            "neutral": 1,
            "negative": 0,
            "no_data": 12
          }
        },
        "gemini": {
          "score": 64.29,
          "mentions": 9,
          "total": 14,
          "sentiment_breakdown": {
            "positive": 2,
            "neutral": 0,
            "negative": 0,
            "no_data": 12
          }
        }
      }
    },
    "trust": {
      "score": 66.35,
      "branded_score": 87.5,
      "generic_score": 18.75,
      "branded_weight": 0.692,
      "generic_weight": 0.308,
      "total_queries": 13,
      "branded_queries": 9,
      "generic_queries": 4,
      "total_responses": 52,
      "breakdown": {
        "branded": {
          "positive": 27,
          "neutral": 9,
          "negative": 0,
          "no_data": 0
        },
        "generic": {
          "mentioned": 3,
          "not_mentioned": 13
        }
      },
      "platform_scores": {
        "chatgpt": {
          "score": 69.23,
          "mentions": 9,
          "total": 13,
          "sentiment_breakdown": {
            "positive": 2,
            "neutral": 7,
            "negative": 0,
            "no_data": 4
          }
        },
        "claude": {
          "score": 76.92,
          "mentions": 10,
          "total": 13,
          "sentiment_breakdown": {
            "positive": 8,
            "neutral": 1,
            "negative": 0,
            "no_data": 4
          }
        },
        "perplexity": {
          "score": 69.23,
          "mentions": 9,
          "total": 13,
          "sentiment_breakdown": {
            "positive": 9,
            "neutral": 0,
            "negative": 0,
            "no_data": 4
          }
        },
        "gemini": {
          "score": 84.62,
          "mentions": 11,
          "total": 13,
          "sentiment_breakdown": {
            "positive": 8,
            "neutral": 1,
            "negative": 0,
            "no_data": 4
          }
        }
      }
    }
  },
  "platform_scores": {
    "chatgpt": {
      "score": 14.29,
      "mentions": 12,
      "total": 84,
      "sentiment_breakdown": {
        "positive": 2,
        "neutral": 10,
        "negative": 0,
        "no_data": 72
      }
    },
    "claude": {
      "score": 38.1,
      "mentions": 32,
      "total": 84,
      "sentiment_breakdown": {
        "positive": 11,
        "neutral": 1,
        "negative": 0,
        "no_data": 72
      }
    },
    "perplexity": {
      "score": 42.86,
      "mentions": 36,
      "total": 84,
      "sentiment_breakdown": {
        "positive": 11,
        "neutral": 1,
        "negative": 0,
        "no_data": 72
      }
    },
    "gemini": {
      "score": 58.54,
      "mentions": 48,
      "total": 82,
      "sentiment_breakdown": {
        "positive": 10,
        "neutral": 1,
        "negative": 0,
        "no_data": 71
      }
    }
  },
  "zero_mention_queries": [
    {
      "query_id": "Q1",
      "query_text": "What is the best boutique hotel in Galveston Island for young families?",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q5",
      "query_text": "Best mid-range hotels in Galveston Island for couples",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q10",
      "query_text": "Best hotel for a wellness retreat in Galveston Island?",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q11",
      "query_text": "What is the best hotel in Galveston Island for couples without kids?",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q17",
      "query_text": "Best hotel in Galveston Island for a family reunion?",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q22",
      "query_text": "What are good hotel options in Galveston Island for first-time visitors",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q24",
      "query_text": "I am planning a cruise departure from Galveston Island and need a hotel nearby",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q26",
      "query_text": "Where should I stay in Galveston Island during winter for indoor activities?",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q29",
      "query_text": "Best hotel in Texas with live music and weekend entertainment programming",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q33",
      "query_text": "Where do locals go in Galveston for drinks and live music",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q35",
      "query_text": "Where to go in Galveston Island for a night out with food, drinks, and live entertainment",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q37",
      "query_text": "Best places in Galveston for a fun night out that locals actually go to",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q38",
      "query_text": "Where do people actually go in Galveston for a good time",
      "decision_moment": "recommendation"
    },
    {
      "query_id": "Q41",
      "query_text": "family friendly hotels Galveston Island with beach access",
      "decision_moment": "comparison"
    },
    {
      "query_id": "Q43",
      "query_text": "Which beachfront hotel in Galveston Island has better dining options",
      "decision_moment": "comparison"
    },
    {
      "query_id": "Q57",
      "query_text": "mid range beachfront hotels Galveston Island worth the money",
      "decision_moment": "trust"
    },
    {
      "query_id": "Q70",
      "query_text": "What hotels do locals recommend for families visiting Galveston Island?",
      "decision_moment": "discovery"
    },
    {
      "query_id": "Q73",
      "query_text": "Best hotel in Galveston to visit in fall or off season",
      "decision_moment": "discovery"
    },
    {
      "query_id": "Q74",
      "query_text": "Best time to visit Galveston Island for a quiet boutique hotel stay",
      "decision_moment": "discovery"
    },
    {
      "query_id": "Q75",
      "query_text": "Where to spend a wellness day in Galveston without staying overnight",
      "decision_moment": "discovery"
    },
    {
      "query_id": "Q78",
      "query_text": "Best weekend destinations within driving distance of Houston",
      "decision_moment": "discovery"
    },
    {
      "query_id": "Q79",
      "query_text": "Best weekend destinations within driving distance of Austin",
      "decision_moment": "discovery"
    },
    {
      "query_id": "Q80",
      "query_text": "Best boutique hotel for a weekend trip from Houston",
      "decision_moment": "discovery"
    }
  ],
  "insufficient_data_queries": [],
  "competitor_analysis": {
    "Hilton Galveston Island Resort": {
      "total_mentions": 55,
      "by_decision_moment": {
        "recommendation": 24,
        "comparison": 16,
        "discovery": 11,
        "events": 4
      },
      "in_zero_mentions": 9
    },
    "The Mansard House": {
      "total_mentions": 21,
      "by_decision_moment": {
        "recommendation": 9,
        "comparison": 3,
        "trust": 4,
        "discovery": 3,
        "events": 2
      },
      "in_zero_mentions": 1
    },
    "Carr Mansion": {
      "total_mentions": 25,
      "by_decision_moment": {
        "recommendation": 19,
        "comparison": 2,
        "trust": 1,
        "discovery": 3
      },
      "in_zero_mentions": 2
    },
    "Grand Galvez Resort, Autograph Collection": {
      "total_mentions": 30,
      "by_decision_moment": {
        "recommendation": 13,
        "comparison": 8,
        "trust": 2,
        "discovery": 5,
        "events": 2
      },
      "in_zero_mentions": 8
    },
    "Grand Galvez": {
      "total_mentions": 69,
      "by_decision_moment": {
        "recommendation": 29,
        "comparison": 16,
        "trust": 5,
        "discovery": 13,
        "events": 6
      },
      "in_zero_mentions": 11
    }
  }
}