{
  "ticker": {
    "uuid": "f0c53950-bc9f-44f2-928d-e3dcd654f079",
    "symbol": "AKO-A",
    "name": "Embotelladora Andina S.A",
    "exchange": "NYSE",
    "country": "US",
    "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": "SPY",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 66.202,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "mixed",
    "architecture_direction": 24.828,
    "architecture_energy": 14.156,
    "architecture_maturity": 43.442,
    "architecture_confidence": 77.991,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 65.06,
        "rotation_up": 39.02,
        "upward_expansion": 44.94,
        "deceleration": 37.43,
        "rotation_down": 34.54,
        "downward_expansion": 14.94
      },
      "activity_lines": [
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      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": 0.0
    },
    "latest_close": 23.99,
    "trend_reference": 23.000378,
    "distance_from_trend": 0.043026,
    "trend_direction": "Improving",
    "fair_value": 15.855348,
    "distance_from_fair_value": 0.513054,
    "fair_value_direction": "Improving",
    "relative_strength": -1.771823,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.036698,
    "excess_performance": -0.162323,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.043026,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.022277,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.513054,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.030524,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.017718,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.040861,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.036698,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.656163,
        "read": "Demand-led"
      }
    ],
    "volume": {
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      "relative_activity": 0.568847,
      "balance": 1.656163,
      "dry_up": 0.659901,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.060103,
      "annualized_volatility": 0.307527,
      "from_high_reference": -0.082434,
      "from_low_reference": 0.389343
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    "levels": {
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      "fair_value_reference": 15.855348,
      "structural_low": 20.29,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
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        "horizon": "Near term",
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        "positive_rate": 0.631579,
        "directional_follow_through": 0.631579,
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        "worst_return": -0.114804,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "worst_return": -0.153887,
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      },
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        "horizon": "Extended",
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        "worst_return": -0.081098,
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      {
        "horizon": "Full cycle",
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        "fair_value": 14.626828,
        "relative_strength": 1.974666,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 30.144953,
        "energy": 17.019373,
        "activity_lines": [
          22.798214,
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          22.883674,
          22.588661
        ]
      },
      {
        "date": "2026-05-01",
        "close": 22.605551,
        "volume": 5880,
        "typical_volume": 5221.9,
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        "fair_value": 14.707547,
        "relative_strength": -0.786376,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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        "energy": 10.004446,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-08",
        "close": 21.917008,
        "volume": 2028,
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        "fair_value": 14.783515,
        "relative_strength": -5.857915,
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        "regime": "balance",
        "modifier": "Upper balance after advance",
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        "energy": 7.866302,
        "activity_lines": [
          22.411595,
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          22.621513
        ]
      },
      {
        "date": "2026-05-15",
        "close": 22.69,
        "volume": 5825,
        "typical_volume": 4998.1,
        "trend": 22.30325,
        "fair_value": 14.866031,
        "relative_strength": -2.593963,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 12.575634,
        "energy": 7.029198,
        "activity_lines": [
          22.480476,
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      },
      {
        "date": "2026-05-22",
        "close": 22.6,
        "volume": 6917,
        "typical_volume": 4823.35,
        "trend": 22.409423,
        "fair_value": 14.946631,
        "relative_strength": -3.5468,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 12.245605,
        "energy": 7.906766,
        "activity_lines": [
          22.516959,
          22.56899,
          22.745715,
          22.673586
        ]
      },
      {
        "date": "2026-05-29",
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        "volume": 13368,
        "typical_volume": 5211.7,
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        "fair_value": 15.03541,
        "relative_strength": 0.659874,
        "stage": 3,
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        "modifier": "Upper balance after advance",
        "gate": "up",
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        "energy": 19.006825,
        "activity_lines": [
          22.960638,
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        ]
      },
      {
        "date": "2026-06-05",
        "close": 22.8,
        "volume": 4789,
        "typical_volume": 5114.85,
        "trend": 22.546451,
        "fair_value": 15.116359,
        "relative_strength": -1.403849,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 38.76511,
        "energy": 20.597366,
        "activity_lines": [
          22.979801,
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          22.818393,
          22.789161
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      },
      {
        "date": "2026-06-12",
        "close": 22.51,
        "volume": 2675,
        "typical_volume": 5040.3,
        "trend": 22.577004,
        "fair_value": 15.198353,
        "relative_strength": -3.121377,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 14.936928,
        "energy": 9.886592,
        "activity_lines": [
          22.889333,
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      },
      {
        "date": "2026-06-19",
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        "volume": 2880,
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        "fair_value": 15.283377,
        "relative_strength": -1.390837,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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        "direction": 34.105012,
        "energy": 17.575521,
        "activity_lines": [
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          22.820551
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      },
      {
        "date": "2026-06-26",
        "close": 22.675,
        "volume": 1019,
        "typical_volume": 4671.3,
        "trend": 22.74875,
        "fair_value": 15.364976,
        "relative_strength": -0.856899,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 25.853053,
        "energy": 10.268998,
        "activity_lines": [
          22.853667,
          22.826989,
          22.761201,
          22.820731
        ]
      },
      {
        "date": "2026-07-03",
        "close": 22.61,
        "volume": 2097,
        "typical_volume": 4504.05,
        "trend": 22.763357,
        "fair_value": 15.444138,
        "relative_strength": -3.227217,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -4.583399,
        "energy": 4.132576,
        "activity_lines": [
          22.724667,
          22.795538,
          22.741307,
          22.811779
        ]
      },
      {
        "date": "2026-07-10",
        "close": 23.96,
        "volume": 2972,
        "typical_volume": 4314.4,
        "trend": 22.851521,
        "fair_value": 15.532161,
        "relative_strength": 1.072108,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 43.832833,
        "energy": 25.827912,
        "activity_lines": [
          23.131667,
          23.017218,
          22.856612,
          22.888982
        ]
      },
      {
        "date": "2026-07-17",
        "close": 22.6,
        "volume": 2338,
        "typical_volume": 4196.2,
        "trend": 22.873641,
        "fair_value": 15.608096,
        "relative_strength": -3.224377,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -4.283234,
        "energy": 4.028979,
        "activity_lines": [
          23.008,
          22.967,
          22.838669,
          22.872755
        ]
      },
      {
        "date": "2026-07-24",
        "close": 22.6,
        "volume": 228,
        "typical_volume": 4046.15,
        "trend": 22.851222,
        "fair_value": 15.684602,
        "relative_strength": -2.782858,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -5.669036,
        "energy": 3.717724,
        "activity_lines": [
          22.878333,
          22.904364,
          22.827357,
          22.855101
        ]
      },
      {
        "date": "2026-07-31",
        "close": 23.0,
        "volume": 5570,
        "typical_volume": 3926.45,
        "trend": 22.944209,
        "fair_value": 15.767651,
        "relative_strength": -2.37156,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -26.195807,
        "energy": 12.178513,
        "activity_lines": [
          22.915333,
          22.916091,
          22.853474,
          22.864699
        ]
      },
      {
        "date": "2026-08-07",
        "close": 23.99,
        "volume": 2235,
        "typical_volume": 3929.0,
        "trend": 23.000378,
        "fair_value": 15.855348,
        "relative_strength": -1.771823,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 24.827515,
        "energy": 14.155935,
        "activity_lines": [
          23.260667,
          23.100545,
          22.971074,
          22.93217
        ]
      }
    ],
    "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."
    }
  }
}