{
  "ticker": {
    "uuid": "23c02fa9-75da-4d80-b1c5-5694eed963bd",
    "symbol": "PKW",
    "name": "INVESCO BUYBACK ACHIEVERS ETF",
    "exchange": "NASDAQ",
    "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": "QQQ",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 87.181,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 85.824,
    "architecture_energy": 90.803,
    "architecture_maturity": 20.573,
    "architecture_confidence": 69.67,
    "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": 2.42,
        "rotation_up": 84.55,
        "upward_expansion": 99.14,
        "deceleration": 39.29,
        "rotation_down": 9.98,
        "downward_expansion": 21.14
      },
      "activity_lines": [
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        139.686177
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 149.2769,
    "trend_reference": 137.943674,
    "distance_from_trend": 0.082158,
    "trend_direction": "Improving",
    "fair_value": 115.85781,
    "distance_from_fair_value": 0.288449,
    "fair_value_direction": "Improving",
    "relative_strength": -3.521141,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.071084,
    "excess_performance": -0.11637,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.082158,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.024424,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.288449,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.060487,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.035211,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.093087,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.071084,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 6.009056,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 152998,
      "relative_activity": 1.142494,
      "balance": 6.009056,
      "dry_up": 1.304046,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.021717,
      "annualized_volatility": 0.12001,
      "from_high_reference": -0.009772,
      "from_low_reference": 0.200789
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    "levels": {
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      "fair_value_reference": 115.85781,
      "structural_low": 128.2964,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
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    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 32,
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        "positive_rate": 0.6875,
        "directional_follow_through": 0.6875,
        "median_excess_return": -0.003975,
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        "worst_return": -0.104938,
        "sufficient": true
      },
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        "horizon": "Intermediate",
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        "sufficient": true
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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        "date": "2026-04-17",
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        "fair_value": 110.237236,
        "relative_strength": -3.082971,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "up",
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        "energy": 23.471061,
        "activity_lines": [
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      },
      {
        "date": "2026-04-24",
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        "typical_volume": 146621.15,
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        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 145681.1,
        "trend": 133.900793,
        "fair_value": 110.937681,
        "relative_strength": -7.488739,
        "stage": 3,
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 147191.7,
        "trend": 134.176025,
        "fair_value": 111.295056,
        "relative_strength": -12.829858,
        "stage": 3,
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      },
      {
        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 154590.05,
        "trend": 134.414489,
        "fair_value": 111.979336,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 151664.15,
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 137333.25,
        "trend": 134.94035,
        "fair_value": 112.672569,
        "relative_strength": -10.262294,
        "stage": 3,
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      },
      {
        "date": "2026-06-12",
        "close": 139.700477,
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        "typical_volume": 129484.95,
        "trend": 135.314715,
        "fair_value": 113.020175,
        "relative_strength": -10.742679,
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      },
      {
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      },
      {
        "date": "2026-06-26",
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        "trend": 135.969377,
        "fair_value": 113.715521,
        "relative_strength": -7.292507,
        "stage": 3,
        "regime": "upward_expansion",
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        "direction": 72.572381,
        "energy": 64.458625,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 123495.7,
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        "fair_value": 114.079312,
        "relative_strength": -6.854465,
        "stage": 3,
        "regime": "upward_expansion",
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        "direction": 77.316864,
        "energy": 74.48737,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 143.62,
        "volume": 92913,
        "typical_volume": 122064.15,
        "trend": 136.588124,
        "fair_value": 114.432499,
        "relative_strength": -7.899536,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.304305,
        "energy": 77.242162,
        "activity_lines": [
          141.997144,
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          138.096458,
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      },
      {
        "date": "2026-07-17",
        "close": 144.2888,
        "volume": 97654,
        "typical_volume": 122290.35,
        "trend": 136.896589,
        "fair_value": 114.779934,
        "relative_strength": -3.320403,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.226859,
        "energy": 82.520766,
        "activity_lines": [
          143.050636,
          141.121765,
          138.842756,
          137.803603
        ]
      },
      {
        "date": "2026-07-24",
        "close": 144.5647,
        "volume": 68372,
        "typical_volume": 120411.0,
        "trend": 137.176904,
        "fair_value": 115.123712,
        "relative_strength": -1.449178,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.824438,
        "energy": 83.238252,
        "activity_lines": [
          143.890207,
          142.056299,
          139.58332,
          138.29832
        ]
      },
      {
        "date": "2026-07-31",
        "close": 146.977,
        "volume": 379505,
        "typical_volume": 132310.2,
        "trend": 137.565209,
        "fair_value": 115.485946,
        "relative_strength": -0.272958,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.763859,
        "energy": 87.254616,
        "activity_lines": [
          145.08516,
          143.239182,
          140.505154,
          138.930584
        ]
      },
      {
        "date": "2026-08-07",
        "close": 149.2769,
        "volume": 152998,
        "typical_volume": 133915.75,
        "trend": 137.943674,
        "fair_value": 115.85781,
        "relative_strength": -3.521141,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 85.823535,
        "energy": 90.803325,
        "activity_lines": [
          146.678947,
          144.642776,
          141.565827,
          139.686177
        ]
      }
    ],
    "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."
    }
  }
}