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        "arc": {
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          "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e",
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          "structure": "The Future Disaster (Hypothetical) -> What Went Wrong -> The Prevention Plan",
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        "evidence": "The deck presents concerns about Carvana's financing and business model, including potential risks and downsides.",
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          "description": "Quantify what happens if the audience does nothing",
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          "status": "active",
          "bestFor": "When management credibility is the lever",
          "canonId": "019dd9e1-52e9-717f-8454-93e627563ed6",
          "version": 1,
          "bodyDocId": "019dd9a1-8296-720d-8f51-da76937f9415",
          "description": "You reproduce management's own words — verbatim, with source and date — and\nthen place them next to the outcome that contradicts them. The CEO built\nthe rope; you put it around their own neck.",
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          "model": "unknown-legacy",
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        "whyItWorks": "- **Maximum credibility**: no adjective you could write is as damning as the\n  target's own prior statement.\n- **No rebuttal path**: management can't argue they didn't say it.\n- **It forces accountability onto a person**, not an institution — even if\n  you aren't explicitly naming a villain elsewhere.\n- **Reporters amplify it**. A CEO-quote-contradiction slide is quotable,\n  which means it lands in WSJ/FT/Bloomberg coverage.",
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          "bestFor": "When relative underperformance is the core argument",
          "canonId": "019dd9e1-54f1-775a-94a1-d5cf3bb75abf",
          "version": 1,
          "bodyDocId": "019dd9a1-8653-7748-9050-807f067196c3",
          "description": "A single visual that benchmarks the target against its best-in-class peers on\na single quantitative KPI — and shows the target losing. The gap is the\npunchline.",
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        "matchId": "91b4ad84-1913-4afd-883f-1ac7afac6f9c",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When relative underperformance is the core argument",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
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        "whyItWorks": "- It's the **most credible claim in the deck** because it's arithmetic, not\n  opinion.\n- It's immediately **actionable** — close this gap and value accrues.\n- It **pre-empts the \"context is different\" defence** by pitting the target\n  against direct peers in the same category.",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
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          "slug": "villain-naming",
          "status": "active",
          "bestFor": "When governance or specific decisions are the core thesis",
          "canonId": "019dd9e1-55a4-74db-9314-0ced4cd46cd2",
          "version": 1,
          "bodyDocId": "019dd9a1-88f1-72ad-8f4e-56ec29d7b369",
          "description": "You identify a **specific person** responsible for the target's underperformance\nor the behaviour you want changed — and name them. Not \"management\" or \"the\nboard\". A named executive or director with a specific failure attributable to\nthem.",
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          "categoryName": null,
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        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "8a1ef0ae-91ce-4da1-ab8d-8c9df6dd3bcd",
        "evidence": "Ernie Garcia II (convicted of felony bank fraud 1990) and son Ernie Garcia III (CEO); also names CFO Mark Jenkins, COO Benjamin Huston, and independent director Dan Quayle",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When governance or specific decisions are the core thesis",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "- **Accountability needs a face.** Voters (shareholders, regulators,\n  journalists) act faster against people than institutions.\n- **Credibility rises with specificity.** \"The CFO has repeatedly missed\n  guidance\" > \"Management has missed guidance\".\n- It **pre-empts evasion**. An individual can be removed; an abstraction\n  cannot.\n- It **forces the target to respond personally** — and their defensive\n  response usually generates more attention for your thesis.",
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      {
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          "bestFor": "In activist decks where the personality matters",
          "canonId": "019dd9e1-518c-7404-976a-5be5a517b659",
          "version": 1,
          "bodyDocId": null,
          "description": "A dedicated slide presenting the named villain visually",
          "familyLabel": null,
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        "layer": "document",
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        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "In activist decks where the personality matters",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "Makes the antagonist concrete",
        "antipattern": null,
        "cardinality": null,
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      {
        "tool": {
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          "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
          "version": 1,
          "bodyDocId": null,
          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
          "familyLabel": null,
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        "layer": "slide",
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        "matchId": "da3c962a-ca31-486a-8956-1042e8d2de18",
        "evidence": "Comparison matrix of concerns vs. market analysts",
        "pageRefs": null,
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        "confidence": 0.7,
        "extraction": {
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        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
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      {
        "tool": {
          "name": "Chartjunk Elimination",
          "slug": "chartjunk-elimination",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b49e-7453-ab01-b60f338eeda1",
          "version": 1,
          "bodyDocId": null,
          "description": "Remove decorative elements that don't convey data: 3D effects, shadows, unnecessary gridlines",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "f384aef0-9603-48fc-9e3e-3e186021ffa0",
        "evidence": "chart/bar-grouped: Cash Flow Negative And Stagnant Despite Sales Growth",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:01:02.32844+00",
          "model": "or:meta-llama/llama-4-scout",
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          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 18,
        "whyItWorks": null,
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        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Waterfall chart",
          "slug": "waterfall-chart",
          "status": "active",
          "bestFor": null,
          "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
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        },
        "agent": null,
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    "tone": "adversarial",
    "notes": "98-page follow-up update to Spruce Point's initial CVNA short thesis, timed to Q4'18 earnings and a Q1'19 guidance suspension. Distinctive cover image of abandoned dealership with burned-out car is a rare visual-metaphor flourish in the short-seller genre. 'Perception vs Reality' (p.16) and 'What Bulls Think vs Reality' (p.97) are strong two-column framings worth studying. 'How This Goes To Zero' table (p.19/98) is a reusable format for short reports. Thesis update re-prices target downward ($9.43-$21.84 → $7.50-$19.60); first named in body as 'A Countrywide Auto Stock Promotion' (cover subtitle). Firm-authored; founder Ben Axler credited on p.3 but no individual signatory on the cover. Short position disclosed in boilerplate disclaimer, but no specific stake size.",
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        "detail": "$7.50-$19.60 per share, down from $9.43-$21.84 (56%-83% downside)",
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      {
        "detail": "-$414.3M in 2018, more than double the -$199.9M in 2017",
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        "detail": "Just 70 days at year-end 2018 given $1.1M/day burn rate",
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      {
        "detail": "CCC+ (S&P) / Caa2 (Moody's), $350M of 8.875% unsecured notes due 2023",
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      {
        "detail": "CVNA 2.7x 2018E vs auto-dealer peer average 0.5x (premium of 419%)",
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    "thesisTypes": [
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      "Subprime loan sales at off-market premiums to undisclosed buyers prop up 58% of GPU",
      "CEO Garcia III's father convicted of felony bank fraud; Class B shares hand Garcias 90% of votes"
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    "thesisSummary": "Spruce Point argues that Carvana — billed as the \"Amazon of used cars\" — is an uneconomical, capital-destructive used-car dealer carrying $350M of CCC+ junk debt, burning $414M of cash annually, and propped up by questionable subprime auto loan sales to undisclosed counterparties paying off-market premiums. Governance red flags abound: CEO Ernie Garcia III, whose father Ernie Garcia II was convicted of felony bank fraud in 1990, controls 90% of votes through Class B supervoting shares, while insiders quietly sell and more than a dozen related-party deals with DriveTime enrich the family. After a badly missed Q4'18, the board awarded management 100% base-salary raises, and Ally Financial is pulling back from Carvana receivables. Applying 0.5x-1.0x 2019E EV/Sales versus the market's tech-like 2.7x, Spruce Point cuts its target to $7.50-$19.60 (56-83% downside) and reiterates Strong Sell, warning Carvana could go to zero.",
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      "Re-rate Carvana on auto-dealer EV/Sales multiples (0.5x-1.0x), not tech multiples",
      "Demand transparency on the undisclosed counterparties buying Carvana's subprime auto loans at off-market premiums",
      "Scrutinize related-party dealings with DriveTime and the Garcia family's supervoting Class B control",
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    "thesisOneLiner": "Carvana is a CCC+-rated subprime used-car dealer masquerading as a tech disruptor; Spruce Point sees 56-83% downside to $7.50-$19.60, with a credible path to zero.",
    "precedentsCited": [
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      "Theranos, Kior, Waste Management, WorldCom — companies that gave board seats to well-known politicians with no industry experience"
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    "peerCompaniesCited": [
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      "TrueCar (TRUE)",
      "CarGurus (CARG)",
      "Cars.com (CARS)",
      "AutoTrader (AUTO LN)",
      "Autonation (AN)",
      "Penske Automotive (PAH)",
      "Lithia Motors (LAD)",
      "Group 1 Automotive (GPI)",
      "Asbury Automotive (ABG)",
      "Sonic Automotive (SAH)",
      "DriveTime (former parent)",
      "Ally Financial (loan counterparty)"
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