{
  "ticker": {
    "uuid": "ea516a15-1205-4653-8584-1c5e61dbd522",
    "symbol": "PBJ",
    "name": "INVESCO EXCHANGE TRADED FD TR DYNAMIC FOOD & BEVERAGE ETF",
    "exchange": "NYSEARCA",
    "country": "US",
    "assetType": "etf"
  },
  "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": 74.899,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -51.856,
    "architecture_energy": 23.973,
    "architecture_maturity": 11.558,
    "architecture_confidence": 82.803,
    "architecture_tenure": "New",
    "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": 45.61,
        "rotation_up": 23.5,
        "upward_expansion": 8.88,
        "deceleration": 47.88,
        "rotation_down": 41.55,
        "downward_expansion": 68.55
      },
      "activity_lines": [
        47.823667,
        47.874023,
        48.08023,
        48.331554
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 47.42,
    "trend_reference": 48.510348,
    "distance_from_trend": -0.022477,
    "trend_direction": "Improving",
    "fair_value": 45.723957,
    "distance_from_fair_value": 0.037093,
    "fair_value_direction": "Weakening",
    "relative_strength": -10.441654,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.052338,
    "excess_performance": -0.177963,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.022477,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.023063,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.037093,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.035932,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.104417,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.023743,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.052338,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.514388,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 38273,
      "relative_activity": 0.486552,
      "balance": 3.514388,
      "dry_up": 0.6073,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.028558,
      "annualized_volatility": 0.139409,
      "from_high_reference": -0.068482,
      "from_low_reference": 0.117433
    },
    "levels": {
      "trend_reference": 48.510348,
      "fair_value_reference": 45.723957,
      "structural_low": 46.17,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": -0.0129,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": 0.001103,
        "regime_survival": 0.142857,
        "best_return": 0.119693,
        "worst_return": -0.039993,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.004807,
        "positive_rate": 0.625,
        "directional_follow_through": 0.625,
        "median_excess_return": -0.055134,
        "regime_survival": 0.25,
        "best_return": 0.119437,
        "worst_return": -0.089478,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.029292,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.004428,
        "regime_survival": 0.0,
        "best_return": 0.055183,
        "worst_return": -0.109111,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.021852,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.080414,
        "regime_survival": 0.0,
        "best_return": 0.082604,
        "worst_return": -0.013004,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
        "label": "Balance",
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        "end": "2025-07-11",
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        "return": 0.015675,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-09-12",
        "tenure": "Developing",
        "return": -0.01787,
        "active": false
      },
      {
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "return": -0.058172,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-07",
        "end": "2026-01-02",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-02-20",
        "tenure": "New",
        "return": 0.000598,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-04-17",
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        "return": 0.015274,
        "active": false
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        "regime": "upward_expansion",
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        "active": false
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      {
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      {
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        "gate": "up",
        "direction": 60.131469,
        "energy": 44.897056,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-04-24",
        "close": 49.60185,
        "volume": 66397,
        "typical_volume": 92114.2,
        "trend": 46.804616,
        "fair_value": 45.3347,
        "relative_strength": -4.066764,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 57.261432,
        "energy": 44.684931,
        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
        "close": 49.821494,
        "volume": 58630,
        "typical_volume": 90905.9,
        "trend": 46.940818,
        "fair_value": 45.363233,
        "relative_strength": -4.176655,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 58.701523,
        "energy": 43.424371,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-08",
        "close": 48.698249,
        "volume": 47038,
        "typical_volume": 90605.35,
        "trend": 47.067547,
        "fair_value": 45.384076,
        "relative_strength": -8.067394,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 52.651777,
        "energy": 33.158416,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 47.856064,
        "volume": 47562,
        "typical_volume": 91455.8,
        "trend": 47.142036,
        "fair_value": 45.403929,
        "relative_strength": -9.445853,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 26.066857,
        "energy": 14.156949,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
        "close": 48.326858,
        "volume": 40582,
        "typical_volume": 91409.55,
        "trend": 47.264776,
        "fair_value": 45.434148,
        "relative_strength": -8.925027,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 15.862384,
        "energy": 14.137555,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 47.634625,
        "volume": 26364,
        "typical_volume": 90907.5,
        "trend": 47.416766,
        "fair_value": 45.459071,
        "relative_strength": -11.060295,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -1.276247,
        "energy": 15.950815,
        "activity_lines": [
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          48.910967,
          48.393681
        ]
      },
      {
        "date": "2026-06-05",
        "close": 47.717478,
        "volume": 27381,
        "typical_volume": 84368.35,
        "trend": 47.569596,
        "fair_value": 45.483547,
        "relative_strength": -8.257668,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -1.431819,
        "energy": 19.805317,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 48.411705,
        "volume": 37691,
        "typical_volume": 83424.05,
        "trend": 47.719224,
        "fair_value": 45.51088,
        "relative_strength": -7.12554,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": 2.854216,
        "energy": 16.329403,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 82509.65,
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        "fair_value": 45.527999,
        "relative_strength": -11.402704,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -39.864017,
        "energy": 46.982135,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 47.84,
        "volume": 65460,
        "typical_volume": 82150.35,
        "trend": 47.88391,
        "fair_value": 45.554878,
        "relative_strength": -6.138493,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -19.424717,
        "energy": 30.570331,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-07-03",
        "close": 48.04,
        "volume": 29123,
        "typical_volume": 69183.65,
        "trend": 48.001927,
        "fair_value": 45.585871,
        "relative_strength": -7.428783,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -24.778521,
        "energy": 21.776447,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-07-10",
        "close": 48.42,
        "volume": 532711,
        "typical_volume": 89993.7,
        "trend": 48.10842,
        "fair_value": 45.619669,
        "relative_strength": -7.636665,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -11.983164,
        "energy": 14.56661,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-07-17",
        "close": 48.61,
        "volume": 63082,
        "typical_volume": 90150.25,
        "trend": 48.217563,
        "fair_value": 45.646659,
        "relative_strength": -5.522843,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 0.813404,
        "energy": 7.153008,
        "activity_lines": [
          48.194942,
          47.996125,
          48.302162,
          48.453814
        ]
      },
      {
        "date": "2026-07-24",
        "close": 47.9314,
        "volume": 56312,
        "typical_volume": 83035.4,
        "trend": 48.314719,
        "fair_value": 45.671723,
        "relative_strength": -5.98952,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -3.714894,
        "energy": 8.385825,
        "activity_lines": [
          48.218467,
          47.997273,
          48.247563,
          48.435352
        ]
      },
      {
        "date": "2026-07-31",
        "close": 47.7052,
        "volume": 33418,
        "typical_volume": 79444.6,
        "trend": 48.419344,
        "fair_value": 45.697,
        "relative_strength": -7.111425,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -35.225222,
        "energy": 17.148204,
        "activity_lines": [
          48.064107,
          47.955924,
          48.174982,
          48.396028
        ]
      },
      {
        "date": "2026-08-07",
        "close": 47.42,
        "volume": 38273,
        "typical_volume": 78661.7,
        "trend": 48.510348,
        "fair_value": 45.723957,
        "relative_strength": -10.441654,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -51.856173,
        "energy": 23.973196,
        "activity_lines": [
          47.823667,
          47.874023,
          48.08023,
          48.331554
        ]
      }
    ],
    "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."
    }
  }
}