{
  "brand": "Hotel Lucine",
  "generated_at": "2026-07-15T01:46:49.130Z",
  "analysis_input": "scores.json, competitor_extractions.json",
  "stage_1_reasoning": {
    "primary_finding": "Hotel Lucine scores 45 overall with Considered Option visibility tier. Weak weakness in recommendation moment (score: 36.84/100)",
    "zero_mention_cluster": "36 zero-mention queries cluster around recommendation.",
    "platform_gap_cause": "The Tremont House dominates on perplexity, suggesting a structured content or citation gap.",
    "most_significant_displacement": "The Tremont House with 77.7 displacements across 1 territories.",
    "branded_generic_interpretation": "Known but not recommended pattern detected across decision moments.",
    "anomalies": "Fallback copy — full anomaly analysis requires LLM generation.",
    "strongest_position": "Trust moment at 79 is the strongest performing segment.",
    "section_richness_ranking": "Fallback ranking: section_05 > section_04 > section_06 > section_03 > section_02 > section_01."
  },
  "section_01_geo_visibility_score": {
    "overall_narrative": "Hotel Lucine scores 45 — Your property appears in AI recommendations but is not the primary choice -- travelers see you alongside competitors in booking decisions. The Tremont House holds stronger shortlist position across key booking queries.",
    "key_findings": [
      "Overall GEO score of 45 places Hotel Lucine in the Considered Option tier.",
      "Discovery moment scores 32 — early-funnel visibility is limited.",
      "Recommendation moment scores 37 — brand is rarely surfaced first.",
      "The Tremont House is the primary competitive threat, driving displacement across key territories.",
      "36 queries returned zero brand mentions across all platforms."
    ]
  },
  "section_02_decision_moments": {
    "discovery": {
      "moment_reading": "Discovery score of 32 reflects weak performance. Weak weakness in discovery moment (score: 33.33/100)",
      "moment_platform_detail": "perplexity shows the largest gap for discovery queries, where The Tremont House holds stronger position."
    },
    "recommendation": {
      "moment_reading": "Recommendation score of 37 reflects weak performance. Weak weakness in recommendation moment (score: 36.84/100)",
      "moment_platform_detail": "perplexity shows the largest gap for recommendation queries, where The Tremont House holds stronger position."
    },
    "comparison": {
      "moment_reading": "Comparison score of 54 reflects moderate performance. Moderate weakness in comparison moment (score: 49.12/100)",
      "moment_platform_detail": "perplexity shows the largest gap for comparison queries, where The Tremont House holds stronger position."
    },
    "trust": {
      "moment_reading": "Trust score of 79 reflects strong performance. Strong strength in trust moment (score: 80.77/100)",
      "moment_platform_detail": "perplexity shows the largest gap for trust queries, where The Tremont House holds stronger position."
    },
    "core_pattern": "Hotel Lucine is absent from early-funnel queries and recovers partially in trust moments."
  },
  "section_03_platform_analysis": {
    "platform_narrative": "perplexity shows the largest competitive gap. The Tremont House holds primary position there, driven by stronger structured content and citation volume.",
    "sentiment_note": null
  },
  "section_04_gap_analysis": {
    "gap_intro": "36 queries returned zero brand mentions across all platforms.",
    "zero_mention_cards": [
      {
        "query_text": "What is the best boutique hotel in Galveston Island for young families?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Best mid-range hotels in Galveston Island for couples",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Best hotel in Galveston Island for an anniversary celebration?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Where should I stay in Galveston Island during summer for beach access?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Best hotel for a wellness retreat in Galveston Island?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "What is the best hotel in Galveston Island for couples without kids?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Where should I stay in Galveston Island for the best dining experience?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Recommend a good hotel in Galveston Island with unique character",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "I need a hotel recommendation in Galveston Island with local charm",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Best hotel in Galveston Island for a family reunion?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Where should I stay in Galveston Island during spring break?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Best hotel in Galveston Island with comedy shows?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "What are good hotel options in Galveston Island for first-time visitors",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Where to stay in Galveston Island with unique character and charm",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "I am planning a cruise departure from Galveston Island and need a hotel nearby",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Where should I stay in Galveston Island during winter for indoor activities?",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Best hotel in Texas with live music and weekend entertainment programming",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Where do locals go in Galveston for drinks and live music",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Where to go in Galveston Island for a night out with food, drinks, and live entertainment",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Best places in Galveston Island for craft cocktails and a lively atmosphere",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Best places in Galveston for a fun night out that locals actually go to",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "Where do people actually go in Galveston for a good time",
        "decision_moment": "recommendation",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for recommendation queries in this territory.",
        "what_changes_this": "Create targeted content for this recommendation query.",
        "uncontested": false
      },
      {
        "query_text": "historic charm hotels vs modern hotels Galveston Island",
        "decision_moment": "comparison",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for comparison queries in this territory.",
        "what_changes_this": "Create targeted content for this comparison query.",
        "uncontested": false
      },
      {
        "query_text": "family friendly hotels Galveston Island with beach access",
        "decision_moment": "comparison",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for comparison queries in this territory.",
        "what_changes_this": "Create targeted content for this comparison query.",
        "uncontested": false
      },
      {
        "query_text": "Compare mid range hotels on Galveston Island for couples weekend",
        "decision_moment": "comparison",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for comparison queries in this territory.",
        "what_changes_this": "Create targeted content for this comparison query.",
        "uncontested": false
      },
      {
        "query_text": "Which beachfront hotel in Galveston Island has better dining options",
        "decision_moment": "comparison",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for comparison queries in this territory.",
        "what_changes_this": "Create targeted content for this comparison query.",
        "uncontested": false
      },
      {
        "query_text": "pet friendly hotels vs regular hotels Galveston Island",
        "decision_moment": "comparison",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for comparison queries in this territory.",
        "what_changes_this": "Create targeted content for this comparison query.",
        "uncontested": false
      },
      {
        "query_text": "mid range beachfront hotels Galveston Island worth the money",
        "decision_moment": "trust",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for trust queries in this territory.",
        "what_changes_this": "Create targeted content for this trust query.",
        "uncontested": false
      },
      {
        "query_text": "What hotels do locals recommend for families visiting Galveston Island?",
        "decision_moment": "discovery",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for discovery queries in this territory.",
        "what_changes_this": "Create targeted content for this discovery query.",
        "uncontested": false
      },
      {
        "query_text": "Best hotel in Galveston to visit in fall or off season",
        "decision_moment": "discovery",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for discovery queries in this territory.",
        "what_changes_this": "Create targeted content for this discovery query.",
        "uncontested": false
      },
      {
        "query_text": "Best time to visit Galveston Island for a quiet boutique hotel stay",
        "decision_moment": "discovery",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for discovery queries in this territory.",
        "what_changes_this": "Create targeted content for this discovery query.",
        "uncontested": false
      },
      {
        "query_text": "Where to spend a wellness day in Galveston without staying overnight",
        "decision_moment": "discovery",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for discovery queries in this territory.",
        "what_changes_this": "Create targeted content for this discovery query.",
        "uncontested": false
      },
      {
        "query_text": "Best weekend destinations within driving distance of Houston",
        "decision_moment": "discovery",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for discovery queries in this territory.",
        "what_changes_this": "Create targeted content for this discovery query.",
        "uncontested": false
      },
      {
        "query_text": "Best weekend destinations within driving distance of Austin",
        "decision_moment": "discovery",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for discovery queries in this territory.",
        "what_changes_this": "Create targeted content for this discovery query.",
        "uncontested": false
      },
      {
        "query_text": "Best boutique hotel for a weekend trip from Houston",
        "decision_moment": "discovery",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for discovery queries in this territory.",
        "what_changes_this": "Create targeted content for this discovery query.",
        "uncontested": false
      },
      {
        "query_text": "Where should I go in Texas for a beach weekend with good food and nightlife",
        "decision_moment": "discovery",
        "competitors_appearing": [
          "The Tremont House",
          "Grand Galvez",
          "Hilton Galveston Island Resort"
        ],
        "why_they_win": "Competitors have structured content indexed for discovery queries in this territory.",
        "what_changes_this": "Create targeted content for this discovery query.",
        "uncontested": false
      }
    ],
    "uncontested_summary": null
  },
  "section_05_competitive_landscape": {
    "landscape_intro": "8 competitors displace Hotel Lucine across tracked territories.",
    "competitor_cards": [
      {
        "competitor_name": "The Tremont House",
        "threat_level": "primary",
        "total_displacements": 77.7,
        "absent_count": 69.3,
        "outranked_count": 8.4,
        "owned_territories": [
          "recommendation"
        ],
        "worst_platform": "claude",
        "displacement_narrative": "The Tremont House displaces the brand across 5 territories with 77.7 total displacements, primarily through absence."
      },
      {
        "competitor_name": "Grand Galvez",
        "threat_level": "primary",
        "total_displacements": 52.25,
        "absent_count": 42.75,
        "outranked_count": 9.5,
        "owned_territories": [],
        "worst_platform": "claude",
        "displacement_narrative": "Grand Galvez displaces the brand across 5 territories with 52.25 total displacements, primarily through absence."
      },
      {
        "competitor_name": "Hilton Galveston Island Resort",
        "threat_level": "primary",
        "total_displacements": 43.7,
        "absent_count": 41.4,
        "outranked_count": 2.3,
        "owned_territories": [
          "comparison",
          "discovery",
          "trust"
        ],
        "worst_platform": "chatgpt",
        "displacement_narrative": "Hilton Galveston Island Resort displaces the brand across 5 territories with 43.7 total displacements, primarily through absence."
      },
      {
        "competitor_name": "Grand Galvez Resort, Autograph Collection",
        "threat_level": "primary",
        "total_displacements": 20.2,
        "absent_count": 17.3,
        "outranked_count": 2.9,
        "owned_territories": [],
        "worst_platform": "perplexity",
        "displacement_narrative": "Grand Galvez Resort, Autograph Collection displaces the brand across 5 territories with 20.2 total displacements, primarily through absence."
      },
      {
        "competitor_name": "Carr Mansion",
        "threat_level": "primary",
        "total_displacements": 17.1,
        "absent_count": 16.1,
        "outranked_count": 1,
        "owned_territories": [],
        "worst_platform": "perplexity",
        "displacement_narrative": "Carr Mansion displaces the brand across 4 territories with 17.1 total displacements, primarily through absence."
      },
      {
        "competitor_name": "Harbor House Hotel & Marina at Pier 21",
        "threat_level": "primary",
        "total_displacements": 16,
        "absent_count": 16,
        "outranked_count": 0,
        "owned_territories": [],
        "worst_platform": "perplexity",
        "displacement_narrative": "Harbor House Hotel & Marina at Pier 21 displaces the brand across 2 territories with 16 total displacements, primarily through absence."
      },
      {
        "competitor_name": "The Mansard House",
        "threat_level": "primary",
        "total_displacements": 15.44,
        "absent_count": 12.67,
        "outranked_count": 2.78,
        "owned_territories": [],
        "worst_platform": "claude",
        "displacement_narrative": "The Mansard House displaces the brand across 5 territories with 15.44 total displacements, primarily through absence."
      },
      {
        "competitor_name": "The 1890 Freeman House",
        "threat_level": "moderate",
        "total_displacements": 3,
        "absent_count": 2,
        "outranked_count": 1,
        "owned_territories": [],
        "worst_platform": "gemini",
        "displacement_narrative": "The 1890 Freeman House displaces the brand across 3 territories with 3 total displacements, primarily through absence."
      }
    ]
  },
  "section_06_share_of_voice": {
    "market_share_narrative": "Market share data is not available for this analysis period.",
    "quality_narrative": "When Hotel Lucine appears it leads 43% of the time — moderate position quality. The gap is appearance frequency, not conversion.",
    "shortlist_narrative": "AI consistently pairs Hotel Lucine with The Tremont House — appearing together in 83% of Hotel Lucine's mentions.",
    "hedged_note": null
  },
  "copy_context": {
    "primary_finding": "Weak weakness in recommendation moment (score: 36.84/100)",
    "competitors_named": [
      "The Tremont House",
      "Grand Galvez",
      "Hilton Galveston Island Resort",
      "Grand Galvez Resort, Autograph Collection",
      "Carr Mansion",
      "Harbor House Hotel & Marina at Pier 21",
      "The Mansard House",
      "The 1890 Freeman House"
    ],
    "commercial_consequences_used": [
      "direct bookings",
      "shortlist position"
    ],
    "primary_threat": "The Tremont House",
    "dominant_gap_type": "absent",
    "split_pattern": "known_but_not_recommended",
    "zero_mention_cluster": "36 zero-mention queries in key competitive territories.",
    "platform_gap_cause": "Competitive concentration on perplexity."
  }
}