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        "evidence": "Title 'Animation & VFX: A booming sector' is the insight",
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        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 80,
        "extraction": {
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      {
        "tool": {
          "name": "Annotation",
          "slug": "annotation",
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          "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
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          "bodyDocId": null,
          "description": "Adding explanatory labels to highlight key data points",
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      {
        "tool": {
          "name": "Big Idea Formula",
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          "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.",
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          "categoryName": "Block",
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        "evidence": "Prevalence of Animation & VFX to increase in visual media; India poised to be a talent hub",
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        "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.",
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      {
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          "name": "Call to action",
          "slug": "call-to-action",
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          "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c",
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          "description": "Explicit prescription of what the audience should do next.",
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        "extraction": {
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      {
        "tool": {
          "name": "Emotional Appeal",
          "slug": "emotional-appeal",
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          "canonId": "019dd956-bde9-7668-8be7-0097678fec59",
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          "bodyDocId": null,
          "description": "Connecting to audience feelings rather than just logic",
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          "categoryName": "Slide",
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        "agent": "Storyteller",
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        "agents": [
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        "matchId": "81c26c3f-50b5-467b-86b3-a745f6d572c1",
        "evidence": "I started listening to podcasts with Joe Rogan, then was introduced to BeerBiceps (Indian Podcast) and like to catchup whenever I have the time",
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        "confidence": 0.6,
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      {
        "tool": {
          "name": "Storytelling Effect",
          "slug": "storytelling-effect",
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          "bestFor": null,
          "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Stories are remembered up to 22x better than facts alone",
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          "categoryName": "Block",
          "categorySlug": "block"
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        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        "matchId": "5e9571b2-1784-4d52-90f6-d452960dcfb7",
        "evidence": "Audio streaming has experienced a steady rise fueled by deeper smartphone penetration and low-data tariffs",
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        "confidence": 0.5,
        "extraction": {
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      {
        "tool": {
          "name": "Action Titles",
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          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
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          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
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        "evidence": "Title 'Print: Recovering amidst accelerating digitization'",
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        "extraction": {
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        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
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      {
        "tool": {
          "name": "Contrast Pairs",
          "slug": "contrast-pairs",
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          "bestFor": null,
          "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
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          "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
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          "categoryName": "Loop",
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        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        "matchId": "07b20fca-0ab6-4f03-94f0-bd8d47734615",
        "evidence": "Tech advanced crowd sourced mediums like Tik Tok & Youtube might have greater consumer outreach, but the traditional mediums & brands have earned consumer trust & loyalty over past decades & hence, are still considered",
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        "priority": "Core",
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      {
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          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
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          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
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        "agents": [
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        "matchId": "bc3786df-0cb7-407c-8a65-f071bfcaa2d1",
        "evidence": "Often consumer brands launch and run campaigns on print media as it involves a higher retention of information.",
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      {
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          "name": "Action Titles",
          "slug": "action-titles",
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          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
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          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
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        "evidence": "Title 'Ad spend...potential to increase' states the insight",
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      {
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          "name": "Chart Selection Guide",
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          "description": "Choosing the right chart type for your data and message",
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        "evidence": "Slider chart ranks India 0.36 against UK 1.50, Japan 1.30",
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      {
        "tool": {
          "name": "Action Titles",
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        "evidence": "Title 'digital share increased to 40%' is the insight",
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              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Foreword borrows authority from CII to legitimize the report",
              "confidence": 70
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the insight: 'Digital leading the way... 2/3rd of the growth'",
              "confidence": 90
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "100% stacked bars over time + donut to highlight digital share",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Donut callout '$6Bn / $4Bn Digital / 2/3rd' anchors the takeaway",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Greens encode digital segments; greys mute legacy TV/cinema",
              "confidence": 80
            },
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "Context (market size) -> conflict (TV declining) -> insight (digital drives growth)",
              "confidence": 75
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Implicit before/after between 2015 stack and 2022E stack",
              "confidence": 80
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'large headroom exists' is the insight, not the topic",
              "confidence": 90
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "India placed in low/low quadrant against Japan/UK in high/high",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Inline labelled callout 'Despite being on a strong growth trajectory...'",
              "confidence": 85
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Country flags act as instantly-recognisable point markers",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Quadrant labels and broken axes guide the eye to India's position",
              "confidence": 70
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Headline names exactly four trends to follow",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Oversized 01/02/03/04 numerals create reading order",
              "confidence": 80
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Four columns with identical layout: number, label, photo, bullets",
              "confidence": 85
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Information grouped into four digestible chunks",
              "confidence": 80
            },
            {
              "id": 74,
              "slug": "inductive-reasoning",
              "layer": "Loop",
              "evidence": "Four observed trends combine to imply consumption is restructuring",
              "confidence": 75
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'consumption story continues to stay strong led by surge in digital'",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '4-5x growth in connected devices' highlights the proof point",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific multipliers (4-5x, 5 years) instead of generic 'a lot'",
              "confidence": 70
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Quote-style framing of personal language/microgenre preference",
              "confidence": 60
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'>50%' viewing in regional language is concrete and quantified",
              "confidence": 70
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Named 'lean-in' interactivity case studies",
              "confidence": 70
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Visual case-study layout over plain text",
              "confidence": 60
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'snackable content' is the insight",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '8 seconds attention span' anchors the data",
              "confidence": 70
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'subscription model has seen a surge'",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Trajectory chart with 2030E projection and CAGR label",
              "confidence": 75
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '11K-13K $Mn at 20-23% CAGR' projects the magnitude",
              "confidence": 80
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Television: Still holding Indian families together' frames the takeaway",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Sector market-size chart with 2030 forecast",
              "confidence": 75
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Sector slides are mutually exclusive and collectively cover M&E",
              "confidence": 75
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "'Holding Indian families together' is a domestic metaphor",
              "confidence": 60
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title declares OTT 'continues the growth trajectory with wide scale adoption'",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Boldface stats 40%, +1hr, 4x, 2x labelled with their meaning",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Verbatim consumer quotes (Male, 30, Chennai/Delhi)",
              "confidence": 70
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two-column 'OTT facts' vs 'Key Trends' panel split",
              "confidence": 70
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'It's game on for mobile gaming!' is the insight",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "'85% mobile, 10x companies' callout",
              "confidence": 70
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Re-imagining their role' frames film business model shift",
              "confidence": 80
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Animation & VFX: A booming sector' is the insight",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '15-19% growth' anchors the boom claim",
              "confidence": 75
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names emergence of non-music audio categories",
              "confidence": 80
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Print: Recovering amidst accelerating digitization'",
              "confidence": 80
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Ad spend...potential to increase' states the insight",
              "confidence": 90
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Slider chart ranks India 0.36 against UK 1.50, Japan 1.30",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Slider/dot chart for cross-country comparison",
              "confidence": 75
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "India ad-spend vs global peers contrasted on % of GDP",
              "confidence": 80
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'digital share increased to 40%' is the insight",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Stacked-bar mix shift",
              "confidence": 70
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'digital natives becoming more prominent' is the insight",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '7%->26% digital-native share' quantifies the shift",
              "confidence": 75
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'unique multi-modal growth story' frames the synthesis",
              "confidence": 90
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Two stacked bars 2022E vs 2030E with arrow + CAGR pill",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "'$55-65Bn' and '+$5-10Bn upside' callouts on the right",
              "confidence": 80
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Oversized $55-65Bn figure stands out from the chart",
              "confidence": 65
            }
          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Section opens with a single $10Bn+ opportunity statement",
              "confidence": 80
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Hook framing of 'the age of metaverse'",
              "confidence": 60
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Demystifies metaverse as 'all-immersive virtual representation of physical reality'",
              "confidence": 75
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Definition lists tangible attributes (social, media, commerce)",
              "confidence": 65
            }
          ],
          "page_number": 34
        },
        {
          "tools": [
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Three-circle Venn shows convergence of Meta Worlds / Web3 / XR",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two-column canonical vs practical definition",
              "confidence": 70
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Maps abstract metaverse onto familiar tech categories",
              "confidence": 65
            }
          ],
          "page_number": 35
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'metaverse-driven reality is closer than we can imagine' is the insight",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Timeline visual of enabling technologies",
              "confidence": 70
            }
          ],
          "page_number": 36
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names three evolution themes",
              "confidence": 75
            }
          ],
          "page_number": 37
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Real-world use case examples illustrate themes",
              "confidence": 75
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Branded examples make abstract themes credible",
              "confidence": 70
            }
          ],
          "page_number": 38
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'interactivity led use cases are garnering nearly 36%' states insight",
              "confidence": 90
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Callout '~$14Bn / largest category' pushes data to so-what",
              "confidence": 75
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Numbered annotations on category bar chart",
              "confidence": 75
            }
          ],
          "page_number": 39
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Metaverse...$10Bn+ opportunity' is the insight",
              "confidence": 90
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "S-curve adoption lines for Gaming/Films/Sports/OTT",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "'$10Bn+ Estimated to be enabled by Metaverse by 2030' callout",
              "confidence": 80
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Oversized $10Bn+ number stands out from columns",
              "confidence": 70
            }
          ],
          "page_number": 40
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'flywheel of metaverse: Imperatives around five dimensions'",
              "confidence": 85
            },
            {
              "id": 166,
              "slug": "visual-anchors",
              "layer": "Slide",
              "evidence": "Central flywheel anchors the five labelled imperatives",
              "confidence": 80
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Cyclic ring layout signals interdependent system",
              "confidence": 75
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Icon then bold imperative then description then example pattern repeated",
              "confidence": 70
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Five distinct dimensions cover tech, business model, content, adoption, regulation",
              "confidence": 80
            }
          ],
          "page_number": 42
        },
        {
          "tools": [
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Named executive quotes from Madison Digital CEO and Technicolor India Country Head",
              "confidence": 85
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Industry-leader testimonials lend weight to the imperatives",
              "confidence": 75
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Each imperative paired with a thematically matching expert quote",
              "confidence": 70
            }
          ],
          "page_number": 43
        }
      ],
      "slides_seen": 48,
      "deck_summary": "BCG/CII industry outlook that aligns naturally with a Triple Take arc (facts -> so-what -> action) and uses standard consulting building blocks: action titles, benchmark gaps, MECE sector segmentation, and a named flywheel framework, but skips an explicit problem/complication framing.",
      "secondary_arcs": [
        {
          "id": 1,
          "slug": "consultants-gambit",
          "beats": [
            {
              "name": "Situation & Context",
              "end_page": 11,
              "evidence": "Cover, foreword, industry sizing and GDP comparison",
              "position": 1,
              "start_page": 1
            },
            {
              "name": "Problem & Complication",
              "end_page": 17,
              "evidence": "Four trends reshaping consumption, headroom vs peers",
              "position": 2,
              "start_page": 12
            },
            {
              "name": "Evidence & Proof",
              "end_page": 30,
              "evidence": "Sector deep dive (TV, OTT, gaming, film, audio, print) + ad spend data",
              "position": 3,
              "start_page": 18
            },
            {
              "name": "Solution & Approach",
              "end_page": 42,
              "evidence": "Metaverse opportunity sized at $10Bn+ with five-dimension flywheel",
              "position": 4,
              "start_page": 31
            },
            {
              "name": "Impact & Next Steps",
              "end_page": 43,
              "evidence": "Consumer adoption + regulation imperatives with executive quotes",
              "position": 5,
              "start_page": 43
            }
          ],
          "evidence": "Maps to standard consulting structure but reorders Solution and Evidence; sector evidence precedes the metaverse solution framing.",
          "confidence": 55
        }
      ],
      "images_inspected": 8,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "2x2 Matrix",
              "slug": "2x2-matrix",
              "evidence": "Axes labelled M&E % GDP (Y) vs M&E CAGR 2017-22 (X) with named quadrants",
              "confidence": 90
            }
          ],
          "page_number": 11
        },
        {
          "frameworks": [
            {
              "name": "Venn Diagram",
              "slug": "venn-diagram",
              "evidence": "Three overlapping circles labelled Meta Worlds, Web3, XR with intersection 'Metaverse Vision'",
              "confidence": 80
            }
          ],
          "page_number": 35
        },
        {
          "frameworks": [
            {
              "name": "Flywheel",
              "slug": "flywheel",
              "evidence": "Title explicitly says 'flywheel of metaverse'; cyclic ring of five labelled dimensions",
              "confidence": 85
            }
          ],
          "page_number": 42
        }
      ]
    },
    "matchedAt": "2026-04-26 16:05:49+00",
    "slidesSeen": 48,
    "deckSummary": "BCG/CII industry outlook that aligns naturally with a Triple Take arc (facts -> so-what -> action) and uses standard consulting building blocks: action titles, benchmark gaps, MECE sector segmentation, and a named flywheel framework, but skips an explicit problem/complication framing.",
    "imagesInspected": 8,
    "extractionSeconds": 386.58383
  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 10:53:26.751+00",
    "subScores": {
      "scqa_arc": 60,
      "action_titles": 70,
      "mece_structure": 72,
      "closing_strength": 45,
      "evidence_quality": 80,
      "clarity_of_thesis": 55,
      "production_quality": 68,
      "visual_storytelling": 60
    },
    "totalScore": 64,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Situation (post-COVID recovery) and Complication (headroom, snackable shift, subscription surge) are well established by S17, but the Question is implicit and the Answer (S42-S43) covers only 2 of the 5 flywheel pillars, weakening the arc.",
      "action_titles": "Roughly half of content slides carry insight-bearing titles (e.g., S10 'Growth trajectory continues with Digital leading the way and contributing to 2/3rd of the growth'), but sub-sector slides S20-S27 default to topic labels prefixed with section numbers ('1.2 OTT: Continues the growth trajectory').",
      "mece_structure": "Two top-level sections (industry outlook, metaverse) with 8 sub-sector deep-dives (TV/OTT/Gaming/Film/Animation/Audio/Print/Ad spend) are largely MECE, though OTT and digital advertising overlap and the flywheel's 5 dimensions in S42 are not collectively exhausted in the recommendations.",
      "closing_strength": "S43 surfaces only 2 of the 5 flywheel dimensions as recommendations with no quantified next steps, owners, or timelines — followed directly by appendix/disclaimer/filler (S44-S48), so the deck trails off rather than landing.",
      "evidence_quality": "Consistently strong: every claim is paired with chart data, peer benchmarks (S11, S27), executive quotes, consumer testimonials, and dated market sizing — the deck's standout dimension.",
      "clarity_of_thesis": "First 5 slides are cover/filler/partner/authors/foreword — the central argument (metaverse as $10Bn+ opportunity inside a multi-modal M&E growth story) is hinted at in S5 but not stated declaratively until the section divider on S32.",
      "production_quality": "Consistent BCG green palette, action-title discipline on chart slides, footnotes present — but density skews overcrowded on 11+ slides (S10, S11, S13, S17, S20-S27, S29, S40) and 6+ filler/transition slides (S2, S6, S8, S19, S31, S33, S47) inflate page count without advancing the argument.",
      "visual_storytelling": "Good variety — stacked bars, scatter/2x2 (S11), timeline (S36), flywheel (S42), big numbers, hub-and-spoke (S38) — but 11 slides are tagged 'overcrowded' and several use broken axes that obscure rather than clarify the headline."
    },
    "slidesAnalyzed": 48
  },
  "review": {
    "backend": null,
    "verdict": "A polished industry-outlook report with strong sector-level action titles and a clear two-pillar spine, but the recommendation is a single afterthought slide — use the sector deep-dives (p.20–26) and the headroom build (p.10–11, p.27) as Storymakers exemplars, not the overall arc.",
    "reviewedAt": "2026-04-24 14:05:22+00",
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      "Replace p.43 with a 3-slide resolution: (a) one-page summary of the 5 flywheel imperatives ranked by impact, (b) a 2030 milestones/roadmap, (c) a 'who-does-what' slide naming roles for industry, government, and CII",
      "Add a Complication slide between p.11 and p.12 stating the cost of inaction (e.g., 'India captures <X% of the addressable $Y opportunity unless these 4 trends are actively shaped')",
      "Tighten metaverse setup by collapsing p.33–35 ('METAVERSE' / '101' / 'What is metaverse?') into a single definition slide so the pillar opens on the $10Bn+ opportunity, not on definitional throat-clearing"
    ],
    "closingScore": 42,
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      "Sector deep-dive titles (p.20–26) consistently pair the sub-sector name with a directional insight and a hard number in the callout",
      "Headroom thesis on p.11 lands early and is reinforced on p.27 (ad spend % of GDP) — a rare instance of cross-slide narrative scaffolding",
      "Numbered sub-sections (1.1–1.8) give the reader a navigable index inside pillar 01"
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      "Recommendation reduced to one slide (p.43) with a topic-label title and no prioritization, owner, or sequencing",
      "No explicit Complication slide — the deck moves from 'growth is strong' (p.10) to 'headroom exists' (p.11) without naming what's at risk if India doesn't act",
      "Three consecutive section dividers (p.31–33) before the metaverse content — friction that delays the second pillar's payoff"
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    "narrativeScore": 68,
    "pillarCritique": "Two explicit numbered dividers ('01 Indian M&E industry and future outlook', '02 The age of metaverse') signal MECE intent, but the pillars are unequal in weight (21 slides vs. 9) and the second is an opportunity bet rather than a peer category, which weakens the parallelism.",
    "closingCritique": "Closes with a single recommendation slide (p.43) titled 'Accelerate Consumer Adoption / Codification of Regulations' — a topic dump of two imperatives with no prioritization, owner, or memorable close, then drops straight into appendix. The flywheel framework (p.42) is the de facto resolution but isn't reinforced.",
    "openingCritique": "First five pages are pure front matter (cover, filler, CII, authors, foreword) with no thesis until p.10's growth-trajectory chart; the foreword's $65–70Bn figure on p.5 is the only early stake-setting and it's buried in prose.",
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    "narrativeCritique": "Two-pillar structure (current M&E landscape → metaverse opportunity) gives a discernible setup→analysis→resolution arc, but the 'tension' (Complication) is implicit and the two acts feel additive rather than causally linked — the metaverse pillar is bolted on rather than resolving the headroom thesis from p.11.",
    "titleQualityScore": 72,
    "titleQualityCritique": "Most action titles are insight-bearing with a verb and a number (p.10 '...Digital leading the way and contributing to 2/3rd of the growth'; p.11 '...large headroom exists'; p.39 'interactivity led use cases are garnering nearly 36% of global metaverse investments'). The metaverse setup slips into topic labels ('What is metaverse?' p.35, 'Metaverse 101' p.34) and a few sector titles lean on cute metaphor over insight ('Television: Still holding Indian families together' p.20)."
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      "tools": [
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          "tool": {
            "name": "Action Titles",
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            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
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          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
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        {
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            "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.",
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            "categoryName": "Block",
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          "agent": "Storyteller",
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          "evidence": "Prevalence of Animation & VFX to increase in visual media; India poised to be a talent hub",
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          "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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            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
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          "evidence": "Sector deep dive (TV, OTT, gaming, film, audio, print) + ad spend data",
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            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
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        "notes": "The slide is split into two sections: market sizing/trends on the left and key qualitative trends/testimonials on the right.",
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          "kind": "callout",
          "text": "Audio streaming has experienced a steady rise fueled by deeper smartphone penetration and low-data tariffs",
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              "version": 1,
              "description": "Highlighted callout box."
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              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
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          "kind": "chart",
          "text": "Audio market size ($Bn) 2022E to 2030E with 8-10% CAGR",
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          "kind": "list",
          "text": "Growing popularity of podcasting; Non-metro cities to drive radio consumption; Hyper competitiveness in the streaming space",
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          "canon": {
            "kind": {
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