{
  "ticker": {
    "uuid": "dea20b40-4898-419e-b359-f23d497e781d",
    "symbol": "KOFUBL",
    "name": "Coca-Cola FEMSA, 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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 54.681,
    "architecture_energy": 30.118,
    "architecture_maturity": 23.096,
    "architecture_confidence": 82.911,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 31.87,
        "rotation_up": 46.88,
        "upward_expansion": 74.24,
        "deceleration": 57.35,
        "rotation_down": 26.34,
        "downward_expansion": 10.24
      },
      "activity_lines": [
        184.950332,
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        183.219397,
        182.343716
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": 0.0
    },
    "latest_close": 189.0,
    "trend_reference": 181.95733,
    "distance_from_trend": 0.038705,
    "trend_direction": "Improving",
    "fair_value": 159.873959,
    "distance_from_fair_value": 0.182181,
    "fair_value_direction": "Improving",
    "relative_strength": 7.971488,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.002335,
    "excess_performance": 0.052332,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.038705,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.035702,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.182181,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.010557,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.079715,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.098086,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.002335,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.65208,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2813971,
      "relative_activity": 0.921063,
      "balance": 1.65208,
      "dry_up": 1.165628,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.040972,
      "annualized_volatility": 0.171286,
      "from_high_reference": -0.045022,
      "from_low_reference": 0.323534
    },
    "levels": {
      "trend_reference": 181.95733,
      "fair_value_reference": 159.873959,
      "structural_low": 163.889834,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 33,
        "median_return": -0.000896,
        "positive_rate": 0.484848,
        "directional_follow_through": 0.484848,
        "median_excess_return": -0.000628,
        "regime_survival": 0.727273,
        "best_return": 0.107775,
        "worst_return": -0.103317,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
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        "directional_follow_through": 0.454545,
        "median_excess_return": -0.012017,
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        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
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        "directional_follow_through": 0.625,
        "median_excess_return": 0.008783,
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        "worst_return": -0.164794,
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      },
      {
        "horizon": "Full cycle",
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        "worst_return": -0.043209,
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      {
        "regime": "deceleration",
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        "regime": "rotation_down",
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      {
        "regime": "downward_expansion",
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        "regime": "rotation_up",
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      },
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 4206108.4,
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      },
      {
        "date": "2026-06-05",
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        "relative_strength": 6.108345,
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 3634146.25,
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        "relative_strength": 4.005904,
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      },
      {
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      },
      {
        "date": "2026-07-03",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 158.428312,
        "relative_strength": 3.718842,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 27.91281,
        "energy": 14.095037,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 3283959.35,
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        "relative_strength": 4.202001,
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        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 27.533974,
        "energy": 11.744271,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 179.289993,
        "volume": 1724414,
        "typical_volume": 3189378.2,
        "trend": 180.861996,
        "fair_value": 159.088298,
        "relative_strength": 3.530486,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 16.949503,
        "energy": 11.018361,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 187.259995,
        "volume": 6399759,
        "typical_volume": 3380751.4,
        "trend": 181.4969,
        "fair_value": 159.480067,
        "relative_strength": 7.141736,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 40.539436,
        "energy": 16.601885,
        "activity_lines": [
          182.794945,
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      },
      {
        "date": "2026-08-07",
        "close": 189.0,
        "volume": 2813971,
        "typical_volume": 3055133.9,
        "trend": 181.95733,
        "fair_value": 159.873959,
        "relative_strength": 7.971488,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 54.68119,
        "energy": 30.118412,
        "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."
    }
  }
}