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          "description": "Techniques to capture attention: Startling statistic, provocative question, short story, analogy, contrast",
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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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          "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
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          "description": "Audience should grasp the main point within 3 seconds of seeing the slide",
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        "evidence": "Big number plus single sentence readable instantly",
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          "name": "Action Titles",
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      "action_titles": "Several core finding slides use insight-bearing titles, for example slide 7, \"Emotional attachment is linked to higher CX KPIs and Customer Lifetime Value (CLV),\" but slides 4, 9, 10, and 12 fall back to topic labels.",
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    "suggestions": [
      "Replace p.4 'Summary' with a declarative thesis slide (e.g. 'Emotionally attached customers drive CX KPIs — and only half of experiences earn that attachment') and lead the deck with it",
      "Add a closing recommendation slide before p.12 stating 2-3 concrete actions brands should take on the Forces of CX, turning the framework into an ask",
      "Introduce 2-3 MECE section dividers (e.g. 'The Stakes', 'The Diagnosis', 'The Playbook') to give the reader a spine and make pillars explicit"
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      "Analytical middle (p.7-p.9) consistently ties emotional attachment to measurable CX outcomes (CLV, recommendation rate, experience quality)",
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      "Slide 4 'Summary' is a topic label, not a thesis; a proper exec summary should carry the single-sentence answer",
      "No section dividers/MECE pillars — the deck is a linear topic dump rather than a structured argument",
      "Opening buries the hook: the 70% stat on p.5 should be the opening frame, not a mid-deck reveal"
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    "closingCritique": "The last five slides drift from framework explainers (p.10-11 'building blocks', 'Forces of CX') into a contact card at p.12 — there is no explicit recommendation, no next-steps slide, and no memorable close tying back to the opening stakes.",
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    "titleQualityCritique": "Several titles are genuinely declarative and insight-bearing ('Only 14% of customers believe they will end up benefitting most from AI' p.6, 'Emotional attachment is linked to higher CX KPIs and CLV' p.7), but others regress to topic labels ('Summary' p.4, 'The building blocks of CX success' p.10, 'For more information' p.12)."
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