{
  "ticker": {
    "uuid": "dfcee167-e235-45cb-a485-dec57ab0c0f3",
    "symbol": "CARS",
    "name": "Cars.com Inc",
    "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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 84.403,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 69.555,
    "architecture_energy": 65.978,
    "architecture_maturity": 17.135,
    "architecture_confidence": 74.061,
    "architecture_tenure": "New",
    "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": 21.63,
        "rotation_up": 72.06,
        "upward_expansion": 89.14,
        "deceleration": 43.58,
        "rotation_down": 11.29,
        "downward_expansion": 13.48
      },
      "activity_lines": [
        11.896667,
        11.447636,
        10.916048,
        10.53772
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      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 12.32,
    "trend_reference": 10.36,
    "distance_from_trend": 0.189189,
    "trend_direction": "Weakening",
    "fair_value": 14.665962,
    "distance_from_fair_value": -0.15996,
    "fair_value_direction": "Improving",
    "relative_strength": -1.422641,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.105925,
    "excess_performance": -0.0197,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.189189,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.034603,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.15996,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.082312,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.014226,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.07194,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.105925,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.669526,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4430326,
      "relative_activity": 1.041602,
      "balance": 1.669526,
      "dry_up": 0.871476,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.101929,
      "annualized_volatility": 0.641143,
      "from_high_reference": -0.11811,
      "from_low_reference": 0.664865
    },
    "levels": {
      "trend_reference": 10.36,
      "fair_value_reference": 14.665962,
      "structural_low": 7.4,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 13,
        "median_return": -0.028739,
        "positive_rate": 0.307692,
        "directional_follow_through": 0.307692,
        "median_excess_return": -0.01443,
        "regime_survival": 0.538462,
        "best_return": 0.152996,
        "worst_return": -0.225879,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.012172,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": 0.009249,
        "regime_survival": 0.428571,
        "best_return": 0.171717,
        "worst_return": -0.151269,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.118782,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.211451,
        "regime_survival": 0.2,
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        "worst_return": -0.409994,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
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        "sufficient": false
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        "regime": "downward_expansion",
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      {
        "regime": "deceleration",
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        "date": "2026-05-01",
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      },
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        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      {
        "date": "2026-06-05",
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      },
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "relative_strength": -8.59487,
        "stage": 1,
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        "energy": 22.088067,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "volume": 2861831,
        "typical_volume": 5935592.45,
        "trend": 10.442,
        "fair_value": 14.90641,
        "relative_strength": -11.071529,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 30.121833,
        "energy": 37.62483,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 11.99,
        "volume": 4197173,
        "typical_volume": 5640556.45,
        "trend": 10.411667,
        "fair_value": 14.842756,
        "relative_strength": -1.82025,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 45.635721,
        "energy": 60.819597,
        "activity_lines": [
          11.314667,
          10.717273,
          10.398714,
          10.248989
        ]
      },
      {
        "date": "2026-07-24",
        "close": 11.46,
        "volume": 2914520,
        "typical_volume": 5303170.7,
        "trend": 10.374667,
        "fair_value": 14.771987,
        "relative_strength": -4.962588,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 33.176752,
        "energy": 58.356166,
        "activity_lines": [
          11.461333,
          10.917818,
          10.548857,
          10.316624
        ]
      },
      {
        "date": "2026-07-31",
        "close": 11.85,
        "volume": 3284845,
        "typical_volume": 5024010.35,
        "trend": 10.368333,
        "fair_value": 14.715577,
        "relative_strength": -2.29477,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 65.430918,
        "energy": 66.64227,
        "activity_lines": [
          11.637333,
          11.16,
          10.720238,
          10.411806
        ]
      },
      {
        "date": "2026-08-07",
        "close": 12.32,
        "volume": 4430326,
        "typical_volume": 4253375.55,
        "trend": 10.36,
        "fair_value": 14.665962,
        "relative_strength": -1.422641,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.554661,
        "energy": 65.977551,
        "activity_lines": [
          11.896667,
          11.447636,
          10.916048,
          10.53772
        ]
      }
    ],
    "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."
    }
  }
}