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          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-08f7-737a-a003-7c91f144fd4f",
        "evidence": "Sequence of brand-by-brand case studies (loaf, organic, gluten-free, Wonder, innovation) splits aggregate growth story by segment.",
        "position": 5,
        "objective": "Walk through the brand portfolio (Nature's Own, Dave's, Canyon, Wonder)",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:29.779839+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
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        }
      },
      {
        "to": 23,
        "from": 22,
        "loop": {
          "name": "21_before_after",
          "slug": "21-before-after",
          "status": "active",
          "bestFor": "Product demos, process improvements, ROI justification",
          "canonId": "019dd956-6e68-73fd-a295-fe90145c2da8",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Old Way (Pain) -> The Moment of Change -> The New Way (Glory) -> The Measurable Delta",
          "description": "Show the dramatic contrast between the old way and the new way through side-by-side comparison",
          "familyLabel": null,
          "categoryName": "Comparison",
          "categorySlug": "comparison"
        },
        "matchId": "019dd95a-08f7-737a-a003-80b16777c999",
        "evidence": "Margin opportunities slide + supply-chain optimization shows pre-pandemic vs. potential margin profile.",
        "position": 6,
        "objective": "Frame the margin-expansion delta and supply-chain levers",
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:29.779839+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
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        }
      },
      {
        "to": 26,
        "from": 24,
        "loop": {
          "name": "09_precedent",
          "slug": "09-precedent",
          "status": "active",
          "bestFor": "Risk mitigation, strategy validation, building confidence in new approaches",
          "canonId": "019dd956-695f-7615-8f82-39d919918314",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Precedent Case -> What Happened -> The Parallel -> Applied Learning",
          "description": "Use historical or external examples to validate your approach",
          "familyLabel": null,
          "categoryName": "Validation",
          "categorySlug": "validation"
        },
        "matchId": "019dd95a-08f7-737a-a003-862c8d2b50e8",
        "evidence": "Smart M&A history -> Simple Mills deal -> strategic rationale follows the precedent -> applied learning shape.",
        "position": 7,
        "objective": "Use M&A track record to validate Simple Mills acquisition",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:29.779839+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 27,
        "from": 27,
        "loop": {
          "name": "47_quick_win_big_bet",
          "slug": "47-quick-win-big-bet",
          "status": "active",
          "bestFor": "Transformation planning, 100-day plans, resource allocation",
          "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
          "description": "Separate initiatives into immediate wins and longer-term strategic bets",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-08f7-737a-a003-8b06763eb9c6",
        "evidence": "Three labelled drivers (Expand Distribution, Product Innovation, Grow Velocities) sequenced as a playbook.",
        "position": 8,
        "objective": "Crystallise growth-driver playbook",
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:29.779839+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 35,
        "from": 29,
        "loop": {
          "name": "41_so_what_cascade",
          "slug": "41-so-what-cascade",
          "status": "active",
          "bestFor": "Data presentations, executive summaries, driving to recommendations",
          "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
          "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-08f7-737a-a003-8c1de06577d3",
        "evidence": "Q2 actuals -> FY guidance -> consistent margin -> FCF -> capital allocation -> de-leveraging -> flexibility cascade.",
        "position": 9,
        "objective": "Walk financial review -> guidance -> cash flow -> capital allocation -> flexibility",
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:29.779839+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 45,
        "from": 38,
        "loop": {
          "name": "39_benchmark_gap",
          "slug": "39-benchmark-gap",
          "status": "active",
          "bestFor": "Performance improvement, competitive analysis, target setting",
          "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
          "description": "Compare performance against best-in-class to quantify the opportunity",
          "familyLabel": null,
          "categoryName": "Comparison",
          "categorySlug": "comparison"
        },
        "matchId": "019dd95a-08f7-737a-a003-90557b0221f4",
        "evidence": "Private label share, branded vs store-brand chart, Flowers market share, category benchmarks (organic, gluten-free).",
        "position": 10,
        "objective": "Compare Flowers vs private label and category trends",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:29.779839+00",
          "model": "claude-legacy",
          "runId": null,
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        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-18fa-708b-8052-ad04cdf569be",
        "evidence": "Investment thesis stated upfront with four supporting pillars",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
        "confidence": 85,
        "extraction": {
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          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
        "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
      },
      {
        "tool": {
          "name": "Three Pillars",
          "slug": "three-pillars",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
          "version": 1,
          "bodyDocId": null,
          "description": "Three major supporting arguments that are MECE and address key concerns",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-18fa-708b-8052-b0a181d618a7",
        "evidence": "Four labelled pillars (categories, brands, financials, capital) cover the thesis",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
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        },
        "pageNumber": 4,
        "whyItWorks": null,
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      {
        "tool": {
          "name": "Lindy Effect",
          "slug": "lindy-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9041-775c-a19d-adbc708339ca",
          "version": 1,
          "bodyDocId": null,
          "description": "Longer something has survived the longer it will likely continue",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-18fa-708b-8052-c169f8fc9c85",
        "evidence": "Emphasises 100+ year survival as proof of durability",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
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        "pageNumber": 5,
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      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-18fa-708b-8052-e3de7647b69c",
        "evidence": "Three labelled financial targets (Net Sales, Adj EBITDA, Adj EPS) plus four pillar boxes",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
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        },
        "pageNumber": 8,
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      },
      {
        "tool": {
          "name": "Stakeholder Mapping",
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          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8134-779b-a168-b0bf47d9a95a",
          "version": 1,
          "bodyDocId": null,
          "description": "Power/Interest matrix to prioritize audience segments and tailor messaging",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019dd95a-18fa-708b-8052-f1dd4978748d",
        "evidence": "Org chart maps leadership roles to functions",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 50,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
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        "pageNumber": 9,
        "whyItWorks": null,
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        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Loss Aversion",
          "slug": "loss-aversion",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9761-738f-8fd4-558a63ea744a",
          "version": 1,
          "bodyDocId": null,
          "description": "Losses are felt 2x more strongly than equivalent gains - frame stakes as potential loss",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-18fa-708b-8053-58071224f3a9",
        "evidence": "Frames recent margin compression as opportunity to recapture",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 50,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
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        },
        "pageNumber": 22,
        "whyItWorks": null,
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        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-18fa-708b-8053-674f5006e6b4",
        "evidence": "Initiatives listed in grouped clusters",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 55,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
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        },
        "pageNumber": 23,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Big Idea Formula",
          "slug": "big-idea-formula",
          "status": "active",
          "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
          "canonId": "019dd956-7dd1-74d7-9866-ffdef19ecfbf",
          "version": 1,
          "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e",
          "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-18fa-708b-8053-7f51bcbd9f3c",
        "evidence": "Crystallises Simple Mills rationale in one slide",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
        "confidence": 55,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 26,
        "whyItWorks": "Solves the topic-not-thesis trap and the stake-less recommendation trap simultaneously. A single declarative sentence with a verb forces the speaker's stance into the room; routing the consequence through the word 'you' translates internal urgency into the audience's currency. The result is short enough to be repeated after the meeting — and that repetition is the persuasion mechanism.",
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        "cardinality": null,
        "narrativePurpose": "Forces the deck to commit to a single declarative thesis before slide one — a sentence that names the speaker's stance and routes a consequence through the audience's currency. Acts as the filter every slide, anecdote, and chart must ladder up to."
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-18fa-708b-8053-84e24393e39e",
        "evidence": "Three rows: Expand Distribution / Product Innovation / Grow Velocities",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 27,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Three Pillars",
          "slug": "three-pillars",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
          "version": 1,
          "bodyDocId": null,
          "description": "Three major supporting arguments that are MECE and address key concerns",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-18fa-708b-8053-be59a8c2817b",
        "evidence": "Capital uses split into dividends/buybacks/M&A",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 33,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Audience Definition",
          "slug": "audience-definition",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
          "version": 1,
          "bodyDocId": null,
          "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-18fa-708b-8053-c40a1b319ff0",
        "evidence": "Targets credit/investor concern about leverage post-Simple Mills",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 50,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 34,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-18fa-708b-8053-d00c50f3b684",
        "evidence": "Synthesises governing thought + supports as closer",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:33.88059+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
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              "evidence": "Emphasises 100+ year survival as proof of durability",
              "confidence": 65
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Single-screen overview distils the company essence",
              "confidence": 60
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Visual product imagery rather than dense text",
              "confidence": 65
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Large and stable U.S. fresh bakery market' states the insight",
              "confidence": 80
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Two parallel bar charts (retail sales and branded share) plus brand-economics chart side by side",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Bar charts for category sales over time and price comparison",
              "confidence": 70
            },
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "Context -> market data -> branded-share insight",
              "confidence": 60
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          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Subhead 'Aligned to long-term targets and disciplined capital policies' is the so-what",
              "confidence": 80
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three labelled financial targets (Net Sales, Adj EBITDA, Adj EPS) plus four pillar boxes",
              "confidence": 70
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Bright green target boxes pop against dark navy background",
              "confidence": 70
            },
            {
              "id": 75,
              "slug": "vertical-logic",
              "layer": "Loop",
              "evidence": "Long-term targets at top, four operating priorities below answer 'how'",
              "confidence": 55
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Enhanced talent and organizational structure' + callout names the org change",
              "confidence": 75
            },
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              "id": 14,
              "slug": "stakeholder-mapping",
              "layer": "Block",
              "evidence": "Org chart maps leadership roles to functions",
              "confidence": 50
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          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Management and shareholder interests aligned' is the conclusion",
              "confidence": 75
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            {
              "id": 226,
              "slug": "social-validation",
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              "evidence": "Frames executive incentive alignment to reassure shareholders",
              "confidence": 55
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title states the strategic claim 'Portfolio strategy focused on growth'",
              "confidence": 85
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              "id": 132,
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              "evidence": "Numbered quadrants 1-4 with bold headers create reading order",
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              "id": 131,
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              "evidence": "Brand logos grouped within each quadrant shows similarity/proximity",
              "confidence": 75
            },
            {
              "id": 159,
              "slug": "contrast-principle",
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              "evidence": "Numbered blue circles and bold quadrant titles draw eye",
              "confidence": 65
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Growing sales with iconic brands' is the insight",
              "confidence": 75
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Trend chart of brand sales over time",
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Leveraging innovation to grow adjacent segments' states the move",
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            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Data highlighted with growth callouts",
              "confidence": 60
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          ],
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title + callout 'Under-developed markets offer significant growth potential'",
              "confidence": 75
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            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Geographic map gives concrete spatial detail",
              "confidence": 60
            }
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Leading market share in loaf bread' + callout '33% greater than closest competitor'",
              "confidence": 80
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            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Specific stat 'highest sales per point of distribution, 33% greater'",
              "confidence": 70
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Brand showcase 'DAVE'S KILLER BREAD' with #1 organic claim",
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              "id": 157,
              "slug": "sinatra-test",
              "layer": "Slide",
              "evidence": "Flagship brand example used to prove organic-portfolio strength",
              "confidence": 65
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Callout '37% market share of gluten-free bread category with 3 of the top 5 SKUs'",
              "confidence": 75
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            {
              "id": 155,
              "slug": "credibility-transfer",
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              "evidence": "Concrete share/SKU rank statistics used as proof",
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            }
          ],
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Callout '#1 recognized bread brand with 97% consumer awareness'",
              "confidence": 70
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            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "97% awareness statistic backs the brand claim",
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          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Targeting improved sales and margin performance' + callout on Wonder snack cakes",
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout 'Flowers had the #1 new SKU introduced in the bread category in 2022 and 2023'",
              "confidence": 70
            },
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              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Specific 2022/2023 #1-SKU claim",
              "confidence": 65
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          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Agile innovation in action' frames the case study",
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title + callout 'Post-pandemic results show potential benefit of initiatives on our longer-term results'",
              "confidence": 80
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            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Frames recent margin compression as opportunity to recapture",
              "confidence": 50
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Hero food photograph paired with margin claims",
              "confidence": 50
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          ],
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        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title + callout 'Reducing fixed costs, enhancing operating leverage'",
              "confidence": 80
            },
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              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Initiatives listed in grouped clusters",
              "confidence": 55
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          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Positioned for growth through smart M&A' + callout 'Proven track record of acquiring and growing differentiated bakery brands'",
              "confidence": 80
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              "id": 226,
              "slug": "social-validation",
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              "evidence": "Track record of past deals as proof points",
              "confidence": 60
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Brand-feature slide for Simple Mills acquisition with $240M reference",
              "confidence": 75
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Product imagery used to make new acquisition tangible",
              "confidence": 60
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Compelling strategic rationale' + callout '66% of total net sales' from branded retail",
              "confidence": 80
            },
            {
              "id": 6,
              "slug": "big-idea-formula",
              "layer": "Block",
              "evidence": "Crystallises Simple Mills rationale in one slide",
              "confidence": 55
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          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Growth Drivers' + callout 'Clear playbook to drive sustainable, long-term growth'",
              "confidence": 85
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three rows: Expand Distribution / Product Innovation / Grow Velocities",
              "confidence": 90
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
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              "evidence": "Color-coded rows + icons group each driver visually",
              "confidence": 70
            },
            {
              "id": 92,
              "slug": "tricolon",
              "layer": "Loop",
              "evidence": "Three parallel driver statements in matching grammatical structure",
              "confidence": 65
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Q2 2025 Financial Review with bold KPI numbers",
              "confidence": 65
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Large bright-blue dollar figures dominate, supporting bullets in smaller grey text",
              "confidence": 80
            },
            {
              "id": 116,
              "slug": "chunking",
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              "evidence": "Six KPI tiles (Net Sales, Net Income, EBITDA, Cash, EPS) chunked in a 2x3 grid",
              "confidence": 75
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
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              "evidence": "Bright cyan numbers stand out against muted text",
              "confidence": 70
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Fiscal 2025 Guidance' + callout on 53rd-week contribution",
              "confidence": 70
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Guidance KPIs grouped into discrete tiles",
              "confidence": 65
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          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title 'Consistent sales and margin profile' + callout 'Stable performance in a variety of economic environments'",
              "confidence": 75
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
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              "evidence": "Time-series chart for sales/margin",
              "confidence": 65
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        {
          "tools": [
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              "id": 118,
              "slug": "action-titles",
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              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
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              "evidence": "FCF trend bar chart",
              "confidence": 65
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          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title 'Shareholder-friendly capital allocation'",
              "confidence": 75
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Capital uses split into dividends/buybacks/M&A",
              "confidence": 60
            }
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          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "confidence": 75
            },
            {
              "id": 9,
              "slug": "audience-definition",
              "layer": "Block",
              "evidence": "Targets credit/investor concern about leverage post-Simple Mills",
              "confidence": 50
            }
          ],
          "page_number": 34
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Financial flexibility to enable long-term success'",
              "confidence": 75
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          ],
          "page_number": 35
        },
        {
          "tools": [
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "'Key Messages' acts as closing summary",
              "confidence": 80
            },
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "Synthesises governing thought + supports as closer",
              "confidence": 70
            },
            {
              "id": 114,
              "slug": "peak-end-rule",
              "layer": "Loop",
              "evidence": "Final substantive slide concentrates the takeaways",
              "confidence": 60
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Private label unit share' anchors the comparison",
              "confidence": 65
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            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Data table comparing share over time",
              "confidence": 65
            }
          ],
          "page_number": 38
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Volume trends' + -2.4% headline",
              "confidence": 65
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "KPI dashboard annotated with deltas",
              "confidence": 60
            }
          ],
          "page_number": 39
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Subhead 'Long-term trend of branded share gains interrupted by inflationary pressure on consumers' is the so-what",
              "confidence": 90
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Combo bar/line chart pairing branded vs store-brand share",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Branded (declining navy bars) vs store brand (rising orange line) contrast",
              "confidence": 75
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each year labelled with explicit dollar-share value",
              "confidence": 70
            }
          ],
          "page_number": 40
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Flowers market share' with 16.6 callout",
              "confidence": 60
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Market-share chart over time",
              "confidence": 60
            }
          ],
          "page_number": 41
        },
        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
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              "evidence": "Data table with -3.2% callout",
              "confidence": 60
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          ],
          "page_number": 42
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        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Commercial cake data with 4.2% headline",
              "confidence": 55
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          ],
          "page_number": 43
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          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title 'Organic category sales' + $972 callout",
              "confidence": 60
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              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Category sales trend chart",
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          "tools": [
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              "id": 118,
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              "confidence": 60
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              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Category sales trend chart",
              "confidence": 60
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        }
      ],
      "slides_seen": 60,
      "deck_summary": "A polished investor deck that loosely mirrors the Consultant's Gambit (context -> strategy -> proof -> impact) but skips a true 'complication'; it leans on a textbook 2x2 portfolio matrix, brand-by-brand segmentation, and a clean financial cascade - strong on action titles and visual hierarchy, light on Storymakers-style narrative tension.",
      "secondary_arcs": [
        {
          "id": 11,
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              "name": "The Facts (What)",
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              "position": 1,
              "start_page": 5
            },
            {
              "name": "The Implications (So What)",
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              "position": 2,
              "start_page": 22
            },
            {
              "name": "The Action (Now What)",
              "end_page": 36,
              "evidence": "Growth drivers playbook and key-messages closer",
              "position": 3,
              "start_page": 27
            }
          ],
          "evidence": "Each major section follows Facts (market/financials) -> Implications (margin/share) -> Action (growth drivers, capital allocation).",
          "confidence": 55
        }
      ],
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      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "2x2 Matrix",
              "slug": "2x2-matrix",
              "evidence": "Axes labelled 'Right To Win' (Y) and 'Growth Potential' (X) with 4 numbered quadrants",
              "confidence": 95
            },
            {
              "name": "BCG Growth-Share Matrix",
              "slug": "bcg-growth-share-matrix",
              "evidence": "Portfolio brands plotted on growth/competitive-position quadrants - BCG analogue",
              "confidence": 55
            }
          ],
          "page_number": 11
        },
        {
          "frameworks": [
            {
              "name": "Three-Lever Growth Model",
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              "confidence": 60
            }
          ],
          "page_number": 27
        }
      ]
    },
    "matchedAt": "2026-04-27 03:38:43+00",
    "slidesSeen": 60,
    "deckSummary": "A polished investor deck that loosely mirrors the Consultant's Gambit (context -> strategy -> proof -> impact) but skips a true 'complication'; it leans on a textbook 2x2 portfolio matrix, brand-by-brand segmentation, and a clean financial cascade - strong on action titles and visual hierarchy, light on Storymakers-style narrative tension.",
    "imagesInspected": 7,
    "extractionSeconds": 304.36533
  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 10:34:44.833+00",
    "subScores": {
      "scqa_arc": 48,
      "action_titles": 62,
      "mece_structure": 65,
      "closing_strength": 50,
      "evidence_quality": 78,
      "clarity_of_thesis": 60,
      "production_quality": 65,
      "visual_storytelling": 72
    },
    "totalScore": 63,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Reads as an analytical dump: situation (large stable market, slide 7) and answer (strategic priorities, slide 8) arrive before any complication is surfaced - the volume decline and inflation pressure (slides 39-40) appear deep in the back, so the 'why act now' question is never sharply framed.",
      "action_titles": "Roughly half the titles are insight-bearing (e.g., slide 32 'STEADY FREE CASH FLOW', slide 34 'TRACK RECORD OF DE-LEVERAGING POST M&A'), but many are topic labels (slide 6 'BUSINESS OVERVIEW', slide 8 'STRATEGIC PRIORITIES', slide 27 'GROWTH DRIVERS', slide 38 'PRIVATE LABEL UNIT SHARE').",
      "mece_structure": "Three sections (Business Overview & Strategy, Financial Review, Market Share Review) are clean dividers, but market-landscape content recurs in both sections 1 and 3, and brand case studies 15-21 blur into innovation/M&A discussion without sharper sub-grouping.",
      "closing_strength": "The pre-appendix close is slide 36 'Key Messages', flagged as sparse with just a bulleted list over a product image - no explicit 'why invest now' synthesis, no quantified ask, and no forward call-to-action; the deck then drops directly into 15 slides of GAAP reconciliations.",
      "evidence_quality": "Claims are consistently backed - market share %, CAGRs, EBITDA margins, multi-year bar charts, Circana-sourced data, footnoted methodology - and brand case studies (slides 15-18) each carry hard sales figures rather than assertions.",
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      "visual_storytelling": "Right tool for most messages: donuts for mix (slide 6), 2x2 for portfolio (slide 11), geographic map (slide 14), big-numbers for Q2 (slide 29), dual-axis combos for resilience (slide 31); a few are overcrowded (slides 24, 31, 32)."
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    "suggestions": [
      "Add a Complication slide after p.5 — e.g. inflation-driven volume decline, private-label pressure (already hinted at p.40) — to give the strategy something to solve",
      "Consolidate the scattered 'key messages' into a single closing recommendation slide at p.45 with an explicit 'what this means for investors' CTA before the appendix begins",
      "Rewrite topic-label titles (p.6, p.8, p.27, p.29, p.36, p.41) into declarative insights — e.g. replace 'FLOWERS MARKET SHARE' with the actual share movement and driver",
      "Reframe the three section dividers around argument pillars (e.g. 'Portfolio is positioned to win', 'Margins will expand', 'Capital will compound') rather than topical buckets"
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    "closingScore": 38,
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    "topStrengths": [
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      "Rich case-study spine on pp.15-20 (Dave's Killer Bread, Canyon Bakehouse, Wonder, Simple Mills) with concrete share/growth metrics in action titles",
      "Several insight-bearing titles carry real claims, notably p.40 on branded-share trend reversal and p.34 on post-M&A de-leveraging"
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      "Closing collapses: 'Key Messages' at p.36 is followed by 9 share-data slides and 14 reconciliation/appendix pages, so the deck ends on footnotes instead of a CTA",
      "Recommendation is scattered across p.8, p.26, p.27, and p.36 rather than consolidated into one memorable answer slide",
      "Section dividers (p.3/28/37) are topical buckets, not MECE pillars of the argument"
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    "pillarCritique": "Three section dividers (p.3 Business Overview & Strategy, p.28 Financial Review & Capital Allocation, p.37 Market Share Review) are topical buckets rather than MECE argument pillars — they organize the material but do not carry the thesis, and Market Share feels additive rather than integral to the strategy story above it.",
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    "titleQualityCritique": "Roughly half the titles are genuinely declarative — e.g. p.40 'Long-term trend of branded share gains interrupted by inflationary pressure on consumers' and p.34 'TRACK RECORD OF DE-LEVERAGING POST M&A' — but too many are pure topic labels: p.6 'BUSINESS OVERVIEW', p.8 'STRATEGIC PRIORITIES', p.27 'GROWTH DRIVERS', p.29 'Q2 2025 FINANCIAL REVIEW', p.41 'FLOWERS MARKET SHARE', p.36 'Key Messages'."
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