{
  "ticker": {
    "uuid": "cb4b94bc-004e-42eb-8f0f-95b81df83ceb",
    "symbol": "HERDEZ",
    "name": "Grupo Herdez, S.A.B. de C.V.",
    "exchange": "MEX",
    "country": "MX",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^MXX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -74.159,
    "architecture_energy": 79.686,
    "architecture_maturity": 30.732,
    "architecture_confidence": 90.947,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 0.87,
        "rotation_up": 19.89,
        "upward_expansion": 18.59,
        "deceleration": 38.87,
        "rotation_down": 70.12,
        "downward_expansion": 96.59
      },
      "activity_lines": [
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        56.668845,
        59.311415
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": -1.0
    },
    "latest_close": 51.150002,
    "trend_reference": 61.665609,
    "distance_from_trend": -0.170526,
    "trend_direction": "Weakening",
    "fair_value": 46.094353,
    "distance_from_fair_value": 0.10968,
    "fair_value_direction": "Weakening",
    "relative_strength": -16.633202,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.120139,
    "excess_performance": -0.065473,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.170526,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.045099,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.10968,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.328332,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.166332,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.177447,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.120139,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.34291,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 71144,
      "relative_activity": 0.318617,
      "balance": 1.34291,
      "dry_up": 1.945639,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.068592,
      "annualized_volatility": 0.36884,
      "from_high_reference": -0.377916,
      "from_low_reference": 0.191867
    },
    "levels": {
      "trend_reference": 61.665609,
      "fair_value_reference": 46.094353,
      "structural_low": 49.630001,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 17,
        "median_return": -0.027381,
        "positive_rate": 0.352941,
        "directional_follow_through": 0.647059,
        "median_excess_return": -0.018787,
        "regime_survival": 0.764706,
        "best_return": 0.234554,
        "worst_return": -0.119442,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
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        "positive_rate": 0.5,
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        "median_excess_return": -0.016446,
        "regime_survival": 0.666667,
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        "worst_return": -0.130532,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
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        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.003653,
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        "worst_return": -0.108571,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
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        "worst_return": -0.201911,
        "sufficient": false
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    ],
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      {
        "regime": "deceleration",
        "label": "Deceleration",
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      {
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      {
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        "regime": "upward_expansion",
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      {
        "regime": "balance",
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      {
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      },
      {
        "date": "2026-04-24",
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      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "relative_strength": -9.719102,
        "stage": 4,
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        "modifier": "Early contraction",
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      },
      {
        "date": "2026-07-24",
        "close": 50.5,
        "volume": 92917,
        "typical_volume": 164736.2,
        "trend": 62.681695,
        "fair_value": 45.877821,
        "relative_strength": -16.946156,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -83.990591,
        "energy": 80.9993,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 52.66,
        "volume": 1469558,
        "typical_volume": 229310.3,
        "trend": 62.144088,
        "fair_value": 45.98527,
        "relative_strength": -14.145658,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.129974,
        "energy": 76.625752,
        "activity_lines": [
          52.951333,
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          57.602214,
          60.020711
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      },
      {
        "date": "2026-08-07",
        "close": 51.150002,
        "volume": 71144,
        "typical_volume": 223290.1,
        "trend": 61.665609,
        "fair_value": 46.094353,
        "relative_strength": -16.633202,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.159147,
        "energy": 79.686243,
        "activity_lines": [
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      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}