{
  "ticker": {
    "uuid": "08896dc3-cb0d-4ddd-b1cf-88c4785dbc42",
    "symbol": "PEP",
    "name": "PepsiCo, Inc.",
    "exchange": "GER",
    "country": "DE",
    "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": "^GDAXI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 89.347,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -62.853,
    "architecture_energy": 51.67,
    "architecture_maturity": 13.221,
    "architecture_confidence": 93.193,
    "architecture_tenure": "New",
    "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": 15.75,
        "rotation_up": 18.43,
        "upward_expansion": 8.84,
        "deceleration": 45.57,
        "rotation_down": 58.68,
        "downward_expansion": 82.17
      },
      "activity_lines": [
        120.396002,
        121.563637,
        123.766247,
        126.029944
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": -0.666667
    },
    "latest_close": 119.760002,
    "trend_reference": 128.121254,
    "distance_from_trend": -0.06526,
    "trend_direction": "Improving",
    "fair_value": 132.443302,
    "distance_from_fair_value": -0.095764,
    "fair_value_direction": "Weakening",
    "relative_strength": -11.705395,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.139771,
    "excess_performance": -0.204411,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.06526,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.001904,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.095764,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.063501,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.117054,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.170062,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.139771,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.695566,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 32712,
      "relative_activity": 2.175622,
      "balance": 0.695566,
      "dry_up": 2.204703,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.038918,
      "annualized_volatility": 0.167085,
      "from_high_reference": -0.153448,
      "from_low_reference": 0.049666
    },
    "levels": {
      "trend_reference": 128.121254,
      "fair_value_reference": 132.443302,
      "structural_low": 117.699997,
      "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": 16,
        "median_return": 0.004896,
        "positive_rate": 0.5625,
        "directional_follow_through": 0.4375,
        "median_excess_return": -0.009175,
        "regime_survival": 0.8125,
        "best_return": 0.081166,
        "worst_return": -0.072327,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.03033,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.062097,
        "regime_survival": 0.5,
        "best_return": 0.140175,
        "worst_return": -0.186114,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.082691,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.029364,
        "regime_survival": 0.25,
        "best_return": 0.127587,
        "worst_return": -0.223841,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.038659,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.194217,
        "regime_survival": 0.0,
        "best_return": 0.047496,
        "worst_return": -0.124813,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-04-12",
        "end": "2024-07-05",
        "tenure": "Established",
        "return": -0.034544,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-07-12",
        "end": "2024-07-26",
        "tenure": "New",
        "return": 0.033516,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-02",
        "end": "2024-12-20",
        "tenure": "Established",
        "return": -0.066352,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-12-27",
        "end": "2025-08-08",
        "tenure": "Extended",
        "return": -0.136889,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-15",
        "end": "2025-09-26",
        "tenure": "Developing",
        "return": -0.054042,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-03",
        "end": "2025-10-17",
        "tenure": "New",
        "return": 0.078757,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-24",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.019413,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-28",
        "end": "2025-12-12",
        "tenure": "New",
        "return": 0.014111,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-19",
        "end": "2026-01-02",
        "tenure": "New",
        "return": -0.043512,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-09",
        "end": "2026-01-30",
        "tenure": "New",
        "return": 0.050515,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-06",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.058715,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-03",
        "end": "2026-05-29",
        "tenure": "Developing",
        "return": -0.083408,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-06-05",
        "end": "2026-07-10",
        "tenure": "Developing",
        "return": -0.03534,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-07-17",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.014159,
        "active": true
      }
    ],
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        "date": "2023-08-18",
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        "date": "2026-04-24",
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        "typical_volume": 15350.1,
        "trend": 127.184744,
        "fair_value": 135.146965,
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        "modifier": "Recompressing",
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      },
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        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 15516.95,
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      },
      {
        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 15633.4,
        "trend": 127.916198,
        "fair_value": 134.474413,
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        "stage": 2,
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        "modifier": "Momentum cooling",
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        "energy": 15.319279,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 15655.7,
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        "fair_value": 134.277057,
        "relative_strength": -5.213197,
        "stage": 4,
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        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -35.472551,
        "energy": 49.88252,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 123.940002,
        "volume": 4176,
        "typical_volume": 14612.1,
        "trend": 128.019705,
        "fair_value": 134.108246,
        "relative_strength": -2.404906,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -26.968752,
        "energy": 53.94191,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 5581,
        "typical_volume": 13632.8,
        "trend": 128.127118,
        "fair_value": 133.923816,
        "relative_strength": -2.309235,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
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        "energy": 56.443445,
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      },
      {
        "date": "2026-06-19",
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        "fair_value": 133.739143,
        "relative_strength": -3.326866,
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        "regime": "rotation_down",
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        "gate": "mixed",
        "direction": -36.565282,
        "energy": 60.332453,
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      },
      {
        "date": "2026-06-26",
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        "volume": 1586,
        "typical_volume": 9963.8,
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        "fair_value": 133.571414,
        "relative_strength": -2.237708,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -33.349935,
        "energy": 49.125642,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 125.900002,
        "volume": 1222,
        "typical_volume": 9181.05,
        "trend": 128.280327,
        "fair_value": 133.422692,
        "relative_strength": -5.346023,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -29.451908,
        "energy": 30.230568,
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      },
      {
        "date": "2026-07-10",
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        "volume": 36699,
        "typical_volume": 10495.95,
        "trend": 128.091185,
        "fair_value": 133.236408,
        "relative_strength": -7.645842,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -74.951692,
        "energy": 49.32049,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 121.480003,
        "volume": 29620,
        "typical_volume": 11489.55,
        "trend": 127.990165,
        "fair_value": 133.039515,
        "relative_strength": -5.276796,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.319231,
        "energy": 46.18123,
        "activity_lines": [
          122.417334,
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          125.811796,
          127.526549
        ]
      },
      {
        "date": "2026-07-24",
        "close": 119.620003,
        "volume": 24129,
        "typical_volume": 11930.5,
        "trend": 127.974487,
        "fair_value": 132.819411,
        "relative_strength": -7.707217,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.565299,
        "energy": 59.246012,
        "activity_lines": [
          121.256001,
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          126.986538
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      },
      {
        "date": "2026-07-31",
        "close": 121.44,
        "volume": 46136,
        "typical_volume": 13757.6,
        "trend": 128.052726,
        "fair_value": 132.632409,
        "relative_strength": -8.175963,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.224873,
        "energy": 57.131011,
        "activity_lines": [
          121.009335,
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          124.420949,
          126.564958
        ]
      },
      {
        "date": "2026-08-07",
        "close": 119.760002,
        "volume": 32712,
        "typical_volume": 15035.7,
        "trend": 128.121254,
        "fair_value": 132.443302,
        "relative_strength": -11.705395,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.852901,
        "energy": 51.670235,
        "activity_lines": [
          120.396002,
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          126.029944
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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."
    }
  }
}