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          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 134,
        "from": 113,
        "loop": {
          "name": "15_why_now",
          "slug": "15-why-now",
          "status": "active",
          "bestFor": "Sales pitches, fundraising, requesting immediate budget approval",
          "canonId": "019dd956-6c00-70cd-bd42-6bacc4af726f",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Context (Trends) -> The Trigger Event -> The Window of Opportunity",
          "description": "Create temporal urgency by proving that the window of opportunity is opening or closing",
          "familyLabel": null,
          "categoryName": "Urgency",
          "categorySlug": "urgency"
        },
        "matchId": "019de7d7-e22d-74be-b2d8-6f4dcc8e253a",
        "evidence": "p114-115 historical context, p116 'Why Now?' header, p118-120 99% accuracy threshold trigger, pp 122-134 adoption window.",
        "position": 9,
        "objective": "Argue voice as a new computing paradigm - context, accuracy trigger, opportunity window",
        "confidence": 82,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 160,
        "from": 135,
        "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": "019de7d7-e24d-70a8-94f7-9a7b22f327cb",
        "evidence": "p139 mechanical->computer evolution, p140 NHTSA L0->L4, p153 ownership-to-miles-driven CEO quotes, p160 'Golden Age Take Two'.",
        "position": 10,
        "objective": "Cars: from mechanical-to-computer evolution (before) to autonomous + shared-mobility future (after)",
        "confidence": 75,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 182,
        "from": 162,
        "loop": {
          "name": "04_tale_two_worlds",
          "slug": "04-tale-two-worlds",
          "status": "active",
          "bestFor": "Competitive analysis, benchmarking, case for change",
          "canonId": "019dd956-674f-750b-b15d-f082e2717f4e",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication",
          "description": "Show the gap between two states to drive urgency or highlight opportunity",
          "familyLabel": null,
          "categoryName": "Comparison",
          "categorySlug": "comparison"
        },
        "matchId": "019de7d7-e26c-70ce-a296-8864b88dd4d8",
        "evidence": "p170 online ads > USA share, pp171-172 e-commerce share, p176 payment frequency, p181 70% global on-demand share.",
        "position": 11,
        "objective": "Benchmark China internet metrics against USA to argue China leads on many fronts",
        "confidence": 82,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 193,
        "from": 184,
        "loop": {
          "name": "02_pattern_hunter",
          "slug": "02-pattern-hunter",
          "status": "active",
          "bestFor": "Time-pressed audiences, building consensus, when data is strong",
          "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
          "familyLabel": null,
          "categoryName": "Logical Reasoning",
          "categorySlug": "logical-reasoning"
        },
        "matchId": "019de7d7-e2d0-7279-b31b-54df6bba3560",
        "evidence": "p185 incumbent vs disruptor tables, p186 normalized growth curves, p188 top-20 leaderboard, p190 incumbent M&A surge.",
        "position": 12,
        "objective": "Stack public + private internet leader evidence to argue current generation growing faster than ever",
        "confidence": 70,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 213,
        "from": 195,
        "loop": {
          "name": "13_domino_effect",
          "slug": "13-domino-effect",
          "status": "active",
          "bestFor": "Strategy roadmaps, showing ROI of a specific feature, causal analysis",
          "canonId": "019dd956-6b0a-74a4-9ebb-77e5dc8152aa",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Trigger Action -> First Reaction -> Second Reaction -> Final Impact",
          "description": "Demonstrate how a single small strategic move triggers a cascade of positive outcomes",
          "familyLabel": null,
          "categoryName": "Causation",
          "categorySlug": "causation"
        },
        "matchId": "019de7d7-e2f0-72bd-8d16-aa957dd60a44",
        "evidence": "p196 50% data CAGR trigger, pp 202-206 platform reactions, p207 'security concerns explode', pp 209-213 breach + privacy fallout.",
        "position": 13,
        "objective": "Trigger: data explosion -> first reaction (data as platform) -> next (security/privacy fear) -> impact (legal/societal tension)",
        "confidence": 72,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019de7d7-e330-73b7-b96b-12f144c55444",
        "evidence": "Numbered outline aims at distinct, non-overlapping sections.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "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": "019de7d7-e310-70a5-b987-f7d876b17811",
        "evidence": "Outline lists 8 thematic chapters - explicit deck-level structure.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Audience Segmentation",
          "slug": "audience-segmentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590",
          "version": 1,
          "bodyDocId": null,
          "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de7d7-e5c0-75c7-a254-ad0b4c6a4446",
        "evidence": "Countries split into 5 attitude/barrier groups.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Before-After-Bridge",
          "slug": "before-after-bridge",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8604-7188-883f-42370288ad05",
          "version": 1,
          "bodyDocId": null,
          "description": "Narrative structure: Paint the before, show the after, explain the bridge",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de7d7-e7ee-7206-af9f-74b6e4d5b00a",
        "evidence": "30-year before/after of growth engines.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "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": "019de7d7-e9d8-77ec-a84b-3f979204b412",
        "evidence": "Big idea: easy growth gone, error margin shrinking.",
        "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": 78,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 38,
        "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.",
        "antipattern": "A topic dressed as a thesis ('Sustainability Roadmap 2026'), a stake attached to the speaker rather than the audience, two ideas spliced with 'and', abstract verbs (leverage / unlock / empower) that survive deletion, or writing the Big Idea after the deck is already built so the slides don't actually defend it.",
        "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": "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": "019de7d7-ea17-770f-9a1a-a8823cfea2c4",
        "evidence": "Numbered drivers as pillar list.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 55,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 39,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Before-After-Bridge",
          "slug": "before-after-bridge",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8604-7188-883f-42370288ad05",
          "version": 1,
          "bodyDocId": null,
          "description": "Narrative structure: Paint the before, show the after, explain the bridge",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de7d7-ea57-7779-85a9-46df32b214f5",
        "evidence": "Bridges from 'rising risks' (problem) to 'internet at core' (solution).",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 41,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Pareto Principle (80/20)",
          "slug": "pareto-principle-80-20",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8cc3-75ba-a35d-d6575b56c45d",
          "version": 1,
          "bodyDocId": null,
          "description": "80% of effects come from 20% of causes - focus on high-impact items",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019de7d7-eb40-764a-81a9-a6dce8568e77",
        "evidence": "Two players capture vast majority of growth.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 45,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Audience Segmentation",
          "slug": "audience-segmentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590",
          "version": 1,
          "bodyDocId": null,
          "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de7d7-ec44-7218-8941-892c827b3cd3",
        "evidence": "Four-generation profiling table.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 52,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Audience Segmentation",
          "slug": "audience-segmentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590",
          "version": 1,
          "bodyDocId": null,
          "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de7d7-ec82-74cb-8fab-3bd7219328fb",
        "evidence": "Generation segmentation continued at peak adult years.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 53,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Before-After-Bridge",
          "slug": "before-after-bridge",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8604-7188-883f-42370288ad05",
          "version": 1,
          "bodyDocId": null,
          "description": "Narrative structure: Paint the before, show the after, explain the bridge",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de7d7-ef7e-77fb-9df2-335c58b7d016",
        "evidence": "Loop start: before-after framing of video.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 77,
        "whyItWorks": null,
        "antipattern": null,
        "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": "019de7d7-effc-770c-acc8-009ac8c7f9c4",
        "evidence": "Three-part trifecta.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 81,
        "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": "019de7d7-f209-7599-b43b-f7fb4952e60a",
        "evidence": "Two parallel lists structuring benefits/qualities.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 55,
        "extraction": {
          "at": "2026-05-02 08:39:37.322012+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 117,
        "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",
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        {
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              "evidence": "Stacked bars + CAGR table.",
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        {
          "tools": [
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              "slug": "action-titles",
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              "evidence": "Red=leveraging, green=deleveraging axis.",
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              "evidence": "20-year normalized comparison of three media eras.",
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              "evidence": "Photo gallery makes evolution visual.",
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              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "JCP->Walmart->Amazon->Casper progression in title.",
              "confidence": 80
            }
          ],
          "page_number": 58
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Millennials = 27% population, rising spend.",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Green bars isolate millennial cohort.",
              "confidence": 75
            }
          ],
          "page_number": 60
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "10% e-comm vs <2% in 2000.",
              "confidence": 85
            }
          ],
          "page_number": 61
        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Casper/Warby/Thrive/Stitch Fix as case-mosaic.",
              "confidence": 65
            }
          ],
          "page_number": 64
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Neiman Marcus -> digital vs Warby Parker -> physical.",
              "confidence": 75
            }
          ],
          "page_number": 65
        },
        {
          "tools": [
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Practitioner quote about $100->$1000 ROI.",
              "confidence": 60
            }
          ],
          "page_number": 68
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "$100MM in <5 yrs vs Nike 14 yrs.",
              "confidence": 88
            }
          ],
          "page_number": 71
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Live->On-Demand->Semi-Live->Real-Live progression.",
              "confidence": 80
            },
            {
              "id": 86,
              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Sequential evolution diagram.",
              "confidence": 72
            }
          ],
          "page_number": 76
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Same arc with platform examples.",
              "confidence": 80
            },
            {
              "id": 26,
              "slug": "before-after-bridge",
              "layer": "Block",
              "evidence": "Loop start: before-after framing of video.",
              "confidence": 75
            }
          ],
          "page_number": 77
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Snapchat trifecta Stories->Live->Discover.",
              "confidence": 85
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three-part trifecta.",
              "confidence": 78
            }
          ],
          "page_number": 81
        },
        {
          "tools": [
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Chewbacca-Mom viral moment as narrative beat.",
              "confidence": 65
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Emotional virality story.",
              "confidence": 60
            }
          ],
          "page_number": 86
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "3,000 daily photos shared per user, scale headline.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Bracket marks Facebook-owned share.",
              "confidence": 72
            }
          ],
          "page_number": 91
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "OfferUp ramping faster than eBay at same stage.",
              "confidence": 82
            }
          ],
          "page_number": 95
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names WhatsApp/Messenger/WeChat as leaders.",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Multi-series line with launch-year context.",
              "confidence": 75
            }
          ],
          "page_number": 100
        },
        {
          "tools": [
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Blue shading marks 2015-16 additions.",
              "confidence": 78
            }
          ],
          "page_number": 104
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Best vs worst contact-channel for millennials.",
              "confidence": 88
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Best vs worst phrasing.",
              "confidence": 70
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Red borders highlight top channels.",
              "confidence": 70
            }
          ],
          "page_number": 108
        },
        {
          "tools": [
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Two parallel lists structuring benefits/qualities.",
              "confidence": 55
            }
          ],
          "page_number": 117
        },
        {
          "tools": [
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Andrew Ng quote on 95->99% accuracy borrows expert authority.",
              "confidence": 80
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Quote by recognized AI authority validates threshold claim.",
              "confidence": 75
            }
          ],
          "page_number": 118
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Words recognized at human level milestone.",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Log-scale line for exponential improvement.",
              "confidence": 75
            }
          ],
          "page_number": 119
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "+90% accuracy across major platforms.",
              "confidence": 80
            }
          ],
          "page_number": 120
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Voice-assistant adoption rising fast.",
              "confidence": 78
            },
            {
              "id": 86,
              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Trend chart + driver chart shows tech improvements drive usage.",
              "confidence": 65
            }
          ],
          "page_number": 122
        },
        {
          "tools": [
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Andrew Ng forecast: 50% of search via images/speech.",
              "confidence": 75
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Expert quote sells the future-state.",
              "confidence": 70
            }
          ],
          "page_number": 126
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Alexa Skills 950 vs 14 (Y/Y).",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Product images ground the abstract platform argument.",
              "confidence": 65
            }
          ],
          "page_number": 130
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "5% of customers own Echo, ~4MM units sold.",
              "confidence": 80
            }
          ],
          "page_number": 132
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "iPhone peaking vs Echo taking off side by side.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Yellow 2016E bar marks decline visually.",
              "confidence": 70
            }
          ],
          "page_number": 134
        },
        {
          "tools": [
            {
              "id": 86,
              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Mechanical -> simple processors -> computers progression.",
              "confidence": 70
            }
          ],
          "page_number": 139
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Early innings of L2/L3' is the so-what.",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Tabular L0-L4 maturity ladder.",
              "confidence": 70
            }
          ],
          "page_number": 140
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "All-new (Google) vs Assimilation (Tesla) split.",
              "confidence": 78
            }
          ],
          "page_number": 142
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "USA 13% vs 76% (1950) production share.",
              "confidence": 80
            }
          ],
          "page_number": 145
        },
        {
          "tools": [
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Six ecosystem components listed for USA auto.",
              "confidence": 60
            }
          ],
          "page_number": 148
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Calls for regulatory space for innovation.",
              "confidence": 78
            }
          ],
          "page_number": 149
        },
        {
          "tools": [
            {
              "id": 85,
              "slug": "argument-from-analogy",
              "layer": "Loop",
              "evidence": "Red Flag Act / Jitneys precedents argue against current resistance.",
              "confidence": 78
            }
          ],
          "page_number": 150
        },
        {
          "tools": [
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Mary Barra (GM) + Mark Fields (Ford) CEO quotes validate disruption.",
              "confidence": 80
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "OEM CEO quotes used as expert testimony.",
              "confidence": 75
            }
          ],
          "page_number": 153
        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Backseat-again analogy for autonomous-car media time.",
              "confidence": 70
            }
          ],
          "page_number": 158
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "BAT trio = 71% mobile time.",
              "confidence": 82
            },
            {
              "id": 42,
              "slug": "pareto-principle-80-20",
              "layer": "Block",
              "evidence": "Three players capture 71% of attention.",
              "confidence": 70
            }
          ],
          "page_number": 168
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "China online > TV (2015), 42% vs USA 39%.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Red circle marks 2015 crossover.",
              "confidence": 75
            }
          ],
          "page_number": 170
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "China retailers dominate top rankings vs USA.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Color marks pure-play e-commerce.",
              "confidence": 72
            }
          ],
          "page_number": 171
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "China vs USA share-growth lines side by side.",
              "confidence": 78
            }
          ],
          "page_number": 172
        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Hub-and-spoke diagram of Ant Financial services.",
              "confidence": 72
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Visual hub diagram makes ecosystem tangible.",
              "confidence": 70
            }
          ],
          "page_number": 179
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "China ~70% global on-demand share.",
              "confidence": 82
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Size-scaled pies show absolute + share growth.",
              "confidence": 65
            }
          ],
          "page_number": 181
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "China cities (red) vs ROW (blue) growth lines.",
              "confidence": 75
            }
          ],
          "page_number": 182
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Incumbent vs disruptor performance tables (Viacom vs Netflix etc).",
              "confidence": 80
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Red circles highlight critical years.",
              "confidence": 70
            }
          ],
          "page_number": 185
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Current gen growing faster than previous.",
              "confidence": 80
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Three time-shifted parallel charts (Marketplaces/Commerce/Enterprise).",
              "confidence": 80
            }
          ],
          "page_number": 186
        },
        {
          "tools": [
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Color-coded valuation; yellow marks private companies.",
              "confidence": 78
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Top-20 leaderboard ranks by market value.",
              "confidence": 65
            }
          ],
          "page_number": 188
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Non-tech acquisitions of tech +2.6x since 2012.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Growth arrow over bars marks 263% rise.",
              "confidence": 70
            }
          ],
          "page_number": 190
        },
        {
          "tools": [
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Distills valuation thesis into rule-of-thumb DCF line.",
              "confidence": 70
            }
          ],
          "page_number": 193
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "+50% data CAGR vs -20% cost CAGR.",
              "confidence": 82
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Volume up vs cost down dual-axis.",
              "confidence": 78
            }
          ],
          "page_number": 196
        },
        {
          "tools": [
            {
              "id": 86,
              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Network -> software -> data progression of leverage.",
              "confidence": 70
            }
          ],
          "page_number": 198
        },
        {
          "tools": [
            {
              "id": 86,
              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Three-wave evolution diagram with arrows.",
              "confidence": 70
            }
          ],
          "page_number": 199
        },
        {
          "tools": [
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Frank Bien (Looker CEO) quote validates thesis.",
              "confidence": 78
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Industry CEO endorses data-in-workstream claim.",
              "confidence": 72
            }
          ],
          "page_number": 200
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Scattered papers vs unified dashboard before/after.",
              "confidence": 80
            }
          ],
          "page_number": 202
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Then-vs-now CRM UX contrast.",
              "confidence": 80
            },
            {
              "id": 26,
              "slug": "before-after-bridge",
              "layer": "Block",
              "evidence": "Explicit Then vs Now framing.",
              "confidence": 75
            }
          ],
          "page_number": 203
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Static vehicle data vs crowdsourced mobile updates.",
              "confidence": 80
            }
          ],
          "page_number": 204
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Legacy table-heavy UI vs Datadog dashboard.",
              "confidence": 78
            }
          ],
          "page_number": 205
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Perimeter firewall vs SaaS dashboard.",
              "confidence": 78
            }
          ],
          "page_number": 206
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "~4B records breached since 2013.",
              "confidence": 82
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Hatched 2014 bar marks CyberVor contribution.",
              "confidence": 72
            }
          ],
          "page_number": 209
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "74% have limited online activity due to privacy.",
              "confidence": 78
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Privacy anxiety framing creates urgency.",
              "confidence": 60
            }
          ],
          "page_number": 210
        },
        {
          "tools": [
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Adam Ghetti quote frames legal philosophy question.",
              "confidence": 70
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Closing rhetorical question leaves audience pondering.",
              "confidence": 60
            }
          ],
          "page_number": 213
        }
      ],
      "slides_seen": 214,
      "deck_summary": "Strong Storymakers alignment on Slide-layer craft (action titles, color strategy, annotated charts, generational segmentation) but weak on document-level arc - it is a research compendium with mini before/after loops per topic rather than a single tight Consultant's Gambit, with no governing big-idea or synthesized recommendation.",
      "secondary_arcs": [
        {
          "id": 11,
          "slug": "triple-take",
          "beats": [
            {
              "name": "The Facts (What)",
              "end_page": 37,
              "evidence": "Heavy chart-driven user/macro data.",
              "position": 1,
              "start_page": 6
            },
            {
              "name": "The Implications (So What)",
              "end_page": 41,
              "evidence": "Synthesis: rising risks, internet at core of response.",
              "position": 2,
              "start_page": 38
            },
            {
              "name": "The Action (Now What)",
              "end_page": 213,
              "evidence": "Innovation playbooks across ads, video, voice, transport, data.",
              "position": 3,
              "start_page": 42
            }
          ],
          "evidence": "Each section presents Facts (charts) -> Implications (action-titles) -> Action (case studies / call-to-arms).",
          "confidence": 60
        }
      ],
      "images_inspected": 4,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "McKinsey Internet Barriers Index (5 groups)",
              "slug": "market-segmentation-pyramid",
              "evidence": "Radar chart + 5 group profiles, 'per McKinsey'.",
              "confidence": 78
            }
          ],
          "page_number": 15
        },
        {
          "frameworks": [
            {
              "name": "Before/after framing",
              "slug": "before-after-framing",
              "evidence": "1985 vs 2015 pie comparison of growth engines.",
              "confidence": 70
            }
          ],
          "page_number": 23
        },
        {
          "frameworks": [
            {
              "name": "NxN matrix (debt-to-GDP scatter)",
              "slug": "matrix-nxn",
              "evidence": "Scatter plotting level vs change in debt-to-GDP.",
              "confidence": 60
            }
          ],
          "page_number": 33
        },
        {
          "frameworks": [
            {
              "name": "Generational segmentation table",
              "slug": "market-segmentation-pyramid",
              "evidence": "Silent / Boomer / GenX / Millennial values comparison.",
              "confidence": 65
            }
          ],
          "page_number": 52
        },
        {
          "frameworks": [
            {
              "name": "Generational comparison (Millennials vs Gen Z)",
              "slug": "market-segmentation-pyramid",
              "evidence": "Two-column trait comparison table.",
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