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        "framework": null,
        "confidence": 95,
        "extraction": {
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      },
      {
        "matchId": "019deaa1-5f3f-7143-b192-dd76920a2ea6",
        "evidence": "Center panel labeled 'Magic Quadrant for Account-Based Marketing Platforms'.",
        "framework": null,
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        "extraction": {
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        "pageNumber": 9,
        "frameworkName": "Gartner Magic Quadrant"
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    "patterns": []
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            "name": "Situation & Context",
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            "position": 1,
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          },
          {
            "name": "Problem & Complication",
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            "evidence": "'ZoomInfo Solves Real Problems for GTM Leaders' lists Sales/Marketing/Ops pains.",
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          },
          {
            "name": "Solution & Approach",
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            "evidence": "Data universe, GTM Intelligence Platform, GTM Studio, growth levers, product.",
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            "name": "Evidence & Proof",
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            "evidence": "Customer logos plus Capital One and Fujitsu case studies with quotes and metrics.",
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          },
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            "name": "Impact & Next Steps",
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            "evidence": "Q1 results overview, GAAP/non-GAAP tables, charts, balance sheet, repurchase, 2025 guidance.",
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            "start_page": 16
          }
        ],
        "evidence": "Deck moves Context (p3-4) -> Problem (p5) -> Solution (p6-11) -> Customer Proof (p12-14) -> Financial Impact/Outlook (p16-24).",
        "confidence": 70
      },
      "loops": [
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        },
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          "evidence": "p9 analyst leadership, p10 six growth levers, p11 product features build a 'we lead' pattern.",
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          "objective": "Stack multiple proofs of competitive moat",
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          "objective": "Customer logos and named case studies validate adoption",
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          "start_page": 12
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          "end_page": 24,
          "evidence": "Balance sheet (p21) + repurchase (p22) + TRA (p23) accumulate to updated 2025 guidance (p24).",
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          "objective": "Build capital strength then deliver guidance",
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              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Six oversized bold numbers with red category labels.",
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            {
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              "slug": "von-restorff-effect",
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              "evidence": "Big numbers stand out against sparse layout and side-panel text.",
              "confidence": 75
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              "id": 141,
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              "layer": "Slide",
              "evidence": "Generous spacing isolates each KPI.",
              "confidence": 75
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Six metrics arranged as 3 columns x 2 rows.",
              "confidence": 65
            },
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "Opens loop that pairs scale data with impact insight on p5.",
              "confidence": 60
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          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title declares the insight: 'Solves Real Problems for GTM Leaders'.",
              "confidence": 85
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Three columns: Sales / Marketing / Operations with parallel structure.",
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            },
            {
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              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Each column: screenshot, % metric, body copy, two checklist items.",
              "confidence": 80
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Blue % metrics (18% / 32% / 15%) pop against white cards.",
              "confidence": 80
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              "slug": "concrete-language",
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              "evidence": "Specific quantified outcomes per function rather than vague benefits.",
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          "tools": [
            {
              "id": 118,
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              "evidence": "Title names the asset: 'Comprehensive Data Universe'.",
              "confidence": 65
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Large 100M+ Companies / 500M Contacts numbers anchor the eye.",
              "confidence": 75
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              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Categorized grid (Company/Contact/Signals/Custom/Services).",
              "confidence": 65
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          "tools": [
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              "evidence": "Title names 'The ZoomInfo GTM Intelligence Platform'.",
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              "layer": "Slide",
              "evidence": "Three stacked layers: Activation / Platform / CRM with arrows between.",
              "confidence": 85
            },
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              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Enclosure boxes group activation tiles vs platform vs CRM.",
              "confidence": 70
            },
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              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Largest typography on data foundation numbers (500M, 100M).",
              "confidence": 70
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        {
          "tools": [
            {
              "id": 118,
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              "layer": "Slide",
              "evidence": "Section title 'GTM Studio' with structured numbered steps.",
              "confidence": 60
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Numbered list items follow same architecture/data/AI/optimize cadence.",
              "confidence": 70
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
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              "slug": "action-titles",
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              "evidence": "Title states the verdict: 'ZoomInfo is a Leader in GTM Intelligence'.",
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            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Forrester and Gartner branding cited explicitly in three panels.",
              "confidence": 85
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Borrows analyst credibility via Wave/Magic Quadrant visuals.",
              "confidence": 80
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three analyst-recognition panels arranged side-by-side.",
              "confidence": 75
            },
            {
              "id": 74,
              "slug": "inductive-reasoning",
              "layer": "Loop",
              "evidence": "Three independent analyst proofs roll up to the leadership claim.",
              "confidence": 65
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Multiple Growth Levers' states the message.",
              "confidence": 70
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Six distinct, non-overlapping levers covering sales/product/market/M&A.",
              "confidence": 70
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Six identically formatted icon+text cards in 3x2 grid.",
              "confidence": 75
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Slide is built around two video thumbnails for product features.",
              "confidence": 60
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 72,
              "slug": "social-proof",
              "layer": "Block",
              "evidence": "Wall of customer logos with '35,000+ Customers' callout.",
              "confidence": 90
            },
            {
              "id": 177,
              "slug": "bandwagon-effect",
              "layer": "Slide",
              "evidence": "Logos signal momentum across diverse industries.",
              "confidence": 75
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Logo grid is the entire visual payload.",
              "confidence": 70
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Action title: 'How CapitalOne Increased Productivity and Time Savings'.",
              "confidence": 80
            },
            {
              "id": 26,
              "slug": "before-after-bridge",
              "layer": "Block",
              "evidence": "Sections labeled About / The Challenge / The Solution / The Results.",
              "confidence": 80
            },
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Block",
              "evidence": "Named protagonist (Andy Ruffles) and direct quote frame a customer story.",
              "confidence": 80
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Capital One brand and named exec borrow third-party trust.",
              "confidence": 85
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quotes the outcome: 'Gain Back 4 Hours of Productivity per Week'.",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific metric (4 hours/week) instead of generic 'productivity gain'.",
              "confidence": 80
            },
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Block",
              "evidence": "Named Fujitsu story with quote about ABM/sales workflow.",
              "confidence": 75
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Fujitsu brand + verbatim customer quote anchor credibility.",
              "confidence": 80
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "CEO quote 'better-than-expected financial results' anchors the takeaway.",
              "confidence": 75
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Headshots and titles of CEO and Interim CFO presented alongside the quote.",
              "confidence": 80
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Right rail shows >35,000 / 1,868 / $125M / $17M as oversized white-on-navy.",
              "confidence": 80
            },
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "Opens results loop: context (CEO commentary) -> data (right rail KPIs).",
              "confidence": 60
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Clean two-column GAAP vs non-GAAP table without chartjunk.",
              "confidence": 70
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Side panel callout '(1)% YoY Change in GAAP Revenue' is the action title.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Only Q1 2024 (310.1) and Q1 2025 (305.7) bars are labeled.",
              "confidence": 75
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Dark right panel isolates the YoY metric from the chart area.",
              "confidence": 65
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Q1 2025 33% margin highlighted as the takeaway in the side panel.",
              "confidence": 70
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Margin line annotated alongside bars on dual-axis chart.",
              "confidence": 70
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Side metric '123% uFCF Conversion' carries the so-what.",
              "confidence": 70
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "uFCF bars and conversion line both annotated on dual-axis chart.",
              "confidence": 70
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Two-column comparison table (Q1 2025 vs Q4 2024) with minimal decoration.",
              "confidence": 70
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 69,
              "slug": "framing-effect",
              "layer": "Block",
              "evidence": "Guidance shown as Previous (Feb) vs Updated (May) to frame revisions.",
              "confidence": 70
            },
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Compact guidance table covering Q2 and FY 2025.",
              "confidence": 65
            }
          ],
          "page_number": 24
        }
      ],
      "slides_seen": 33,
      "deck_summary": "Investor deck loosely follows Storymakers SCQA: clear action titles, three-pillar value prop, analyst-validation loop, and named customer case studies — but the financial back half reverts to standard earnings tables with limited so-what synthesis.",
      "secondary_arcs": [
        {
          "id": 11,
          "slug": "triple-take",
          "beats": [
            {
              "name": "The Facts (What)",
              "end_page": 21,
              "evidence": "Revenue, op income, uFCF, balance sheet tables and trend charts.",
              "position": 1,
              "start_page": 17
            },
            {
              "name": "The Implications (So What)",
              "end_page": 23,
              "evidence": "Share repurchase activity and TRA liability explanation interpret the cash position.",
              "position": 2,
              "start_page": 22
            },
            {
              "name": "The Action (Now What)",
              "end_page": 24,
              "evidence": "Updated 2025 guidance table is the forward-looking ask.",
              "position": 3,
              "start_page": 24
            }
          ],
          "evidence": "Financial section roughly follows Facts (p17-21) -> Implications (p22-23) -> Action/Outlook (p24).",
          "confidence": 50
        }
      ],
      "images_inspected": 7,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Forrester Wave",
              "slug": "forrester-wave",
              "evidence": "Two Forrester Wave panels visible (B2B Marketing/Sales Data, Intent Data).",
              "confidence": 95
            },
            {
              "name": "Gartner Magic Quadrant",
              "slug": "gartner-magic-quadrant",
              "evidence": "Center panel labeled 'Magic Quadrant for Account-Based Marketing Platforms'.",
              "confidence": 95
            },
            {
              "name": "2x2 Matrix",
              "slug": "matrix-nxn",
              "evidence": "Magic Quadrant uses Ability to Execute vs Completeness of Vision axes.",
              "confidence": 80
            }
          ],
          "page_number": 9
        }
      ]
    },
    "matchedAt": "2026-05-02 21:38:54.738+00",
    "slidesSeen": 33,
    "deckSummary": "Investor deck loosely follows Storymakers SCQA: clear action titles, three-pillar value prop, analyst-validation loop, and named customer case studies — but the financial back half reverts to standard earnings tables with limited so-what synthesis.",
    "imagesInspected": 7,
    "extractionSeconds": 362.02
  },
  "score": {
    "backend": "codex",
    "scoredAt": "2026-05-02 12:09:07.022+00",
    "subScores": {
      "scqa_arc": 42,
      "action_titles": 32,
      "mece_structure": 62,
      "closing_strength": 34,
      "evidence_quality": 80,
      "clarity_of_thesis": 58,
      "production_quality": 66,
      "visual_storytelling": 76
    },
    "totalScore": 56,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "The flow gives Situation and evidence, but slides 1-24 mostly read as an investor-relations evidence dump rather than a Situation-Complication-Question-Answer arc.",
      "action_titles": "Action-title density is low because many titles are topic labels; example: slide 18, \"GAAP Revenue ($M)\".",
      "mece_structure": "The deck has a broadly logical product-proof-financials-appendix sequence, but slides 5-14 overlap across value proposition, growth levers, customer proof, and product capability without an explicit MECE scaffold.",
      "closing_strength": "The main story ends with guidance on slide 24 and then moves into appendix materials on slide 25, with no clear recommendation, call to action, or synthesized closing takeaway.",
      "evidence_quality": "Most claims are supported by concrete evidence from analyst benchmarks on slide 9, customer logos and case studies on slides 12-14, and financial tables/charts on slides 17-24.",
      "clarity_of_thesis": "Slides 4-5 imply a thesis around a durable GTM intelligence platform, but the first five slides never state one central investor argument declaratively.",
      "production_quality": "Branding, footnotes, and financial table discipline are consistent, but low action-title density and overcrowded slides such as 14, 16, and 32 weaken production quality.",
      "visual_storytelling": "Slide tools generally fit the messages, with big-number grids on slide 4, platform/process diagrams on slides 7-8, quadrant benchmarks on slide 9, and financial charts or tables on slides 17-24."
    },
    "slidesAnalyzed": 33
  },
  "review": {
    "backend": null,
    "verdict": "A competent but template-driven public-company IR deck — strong on case-study craft and analyst proof, weak as a Storymakers exemplar because it ends in an appendix and lets noun-titled charts carry the financial argument.",
    "reviewedAt": "2026-05-01 21:40:53.727+00",
    "slidesSeen": 33,
    "suggestions": [
      "Add a 'closing thesis' slide before the appendix (after slide 24) that synthesizes the three takeaways an investor should walk away with",
      "Rewrite financial chart titles as action titles: e.g., slide 19 from 'Adjusted Operating Income ($M) and Margin' to 'Margin held above 30% for the 9th consecutive quarter despite revenue softness'",
      "Insert a Complication slide between slides 4 and 5 acknowledging the (1)% revenue decline shown later — this earns the 'durable' claim instead of asserting it",
      "Promote the section divider model: add a second divider before slide 5 ('Why ZoomInfo wins') so the two pillars (story / numbers) are explicit rather than implied",
      "Trim or merge slides 6-8 — three back-to-back 'what we are' slides (Data Universe, Platform, GTM Studio) overlap and dilute the narrative momentum into slide 9's leadership proof"
    ],
    "closingScore": 32,
    "openingScore": 62,
    "topStrengths": [
      "Slides 13-14 use exemplary action titles with quantified outcomes and Challenge-Solution-Result structure",
      "Slide 5 frames value MECE-style across Sales / Marketing / Operations with paired metrics (18% / 32% / 15%)",
      "Slide 9 stacks three independent analyst quadrants to triangulate the 'Leader in GTM Intelligence' claim with credible third-party evidence"
    ],
    "topWeaknesses": [
      "No Complication act — the deck never articulates tension, risk, or what could go wrong, so the financials feel asserted rather than earned",
      "Financial section (slides 17-24) uses noun titles ('GAAP Revenue', 'Adjusted Operating Income') instead of insight titles, forcing the reader to interpret each chart unaided — slide 18's only takeaway is buried in a callout reading '(1)% YoY'",
      "Deck ends in 9 consecutive reconciliation/appendix slides (25-33) with no recap, recommendation, or forward-looking close"
    ],
    "narrativeScore": 55,
    "pillarCritique": "The single divider at slide 15 just splits 'company narrative' from 'Q1 financials' — these are topic buckets, not MECE pillars of an argument. Within each bucket the order is associative (data → platform → studio → benchmark → levers → demo → logos → cases) rather than structured.",
    "closingCritique": "The last 5 non-appendix slides (20-24) end on a guidance table with no synthesis, recommendation, or memorable close — slides 25-33 are reconciliation appendices. There is no call-to-action or 'so what' summary slide.",
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      "to": 24,
      "label": "Impact & Next Steps",
      "description": "Q1 results overview, GAAP/non-GAAP tables, charts, balance sheet, repurchase, 2025 guidance."
    }
  ],
  "loops": [
    {
      "from": 4,
      "to": 5,
      "label": "Aha Moment",
      "description": "Establish ZoomInfo's scale and quantified GTM impact"
    },
    {
      "from": 6,
      "to": 8,
      "label": "Zoom In",
      "description": "Walk from data foundation to platform to GTM Studio"
    },
    {
      "from": 9,
      "to": 11,
      "label": "Pattern Hunter",
      "description": "Stack multiple proofs of competitive moat"
    },
    {
      "from": 12,
      "to": 14,
      "label": "Voice Of Customer",
      "description": "Customer logos and named case studies validate adoption"
    },
    {
      "from": 16,
      "to": 20,
      "label": "So What Cascade",
      "description": "Translate Q1 financial data into margin and cash narrative"
    },
    {
      "from": 21,
      "to": 24,
      "label": "Build Up",
      "description": "Build capital strength then deliver guidance"
    }
  ]
}