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        "evidence": "Pyramid splits Strategy vs Implementation with 12 service tiles",
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          "objective": "Stack five EVP reasons as accumulating evidence that EY-Parthenon is the right firm",
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            },
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          ],
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        {
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              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states '5 reasons to choose EY-Parthenon'",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Numbered 01-05 colored cards anchor reading order",
              "confidence": 78
            },
            {
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              "layer": "Block",
              "evidence": "5 numbered reasons aim for non-overlapping coverage",
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            },
            {
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              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Pillar structure (extended to 5) anchoring the deck",
              "confidence": 55
            },
            {
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              "slug": "big-idea-formula",
              "layer": "Block",
              "evidence": "'If you want strategy consulting, here are 5 reasons' = POV + stakes",
              "confidence": 65
            },
            {
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              "layer": "Loop",
              "evidence": "Five reasons grouped to support the conclusion 'choose EY-P'",
              "confidence": 70
            },
            {
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              "layer": "Loop",
              "evidence": "Content chunked into 5 numbered, scannable units",
              "confidence": 75
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          ],
          "page_number": 2
        },
        {
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              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Office photo banner anchors slide",
              "confidence": 70
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Pyramid + service grid layered visually",
              "confidence": 70
            },
            {
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              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Service tiles grouped by similarity into rows",
              "confidence": 65
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          ],
          "page_number": 3
        },
        {
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              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Career pyramid uses size to encode seniority",
              "confidence": 78
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Sector icon grid replaces a list",
              "confidence": 72
            },
            {
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              "layer": "Slide",
              "evidence": "Generalist vs Expert axis contrasted on the pyramid",
              "confidence": 70
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          ],
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        },
        {
          "tools": [
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              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Action title states the insight: 'broad responsibilities... early on'",
              "confidence": 85
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Employee quote borrows their authority",
              "confidence": 75
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            {
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              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Quote about trust and exposure from Day 1",
              "confidence": 65
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          ],
          "page_number": 5
        },
        {
          "tools": [
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              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Embedded employee testimonial quote",
              "confidence": 72
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "'No typical career path' callout sells freedom",
              "confidence": 68
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Office photo banner dominates",
              "confidence": 65
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        },
        {
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              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Team-photo collage humanizes culture",
              "confidence": 78
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            {
              "id": 156,
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              "layer": "Slide",
              "evidence": "'Smart, nice and driven' people language",
              "confidence": 75
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            {
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              "layer": "Block",
              "evidence": "Group/team photos signal community adoption",
              "confidence": 65
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          ],
          "page_number": 7
        },
        {
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              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Named employees with role + photo lend authority",
              "confidence": 88
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            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "First-person personal narratives",
              "confidence": 78
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Role titles (Associate Consultant, Manager) lend authority",
              "confidence": 70
            },
            {
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              "slug": "social-proof",
              "layer": "Block",
              "evidence": "Crowd background photo plus individual endorsements",
              "confidence": 80
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          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Senior Manager and Partner testimonials with photos",
              "confidence": 86
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Partner-level voice carries authority",
              "confidence": 78
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Mother-of-four work-life-balance narrative",
              "confidence": 75
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Clear CTA: email + 'A few tips' to act on",
              "confidence": 82
            },
            {
              "id": 174,
              "slug": "nudge",
              "layer": "Slide",
              "evidence": "Email link highlighted to ease application step",
              "confidence": 65
            },
            {
              "id": 173,
              "slug": "default-bias",
              "layer": "Slide",
              "evidence": "Single application path (email) is the default action",
              "confidence": 50
            }
          ],
          "page_number": 10
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      ],
      "slides_seen": 12,
      "deck_summary": "Decent AIDA recruitment deck: strong cover hook, MECE-ish 5-pillar EVP, and credible testimonials, but action titles are inconsistent across the section dividers and most pillars rely on imagery and quotes rather than data-backed arguments.",
      "secondary_arcs": [
        {
          "id": 4,
          "slug": "monroes-sequence",
          "beats": [
            {
              "name": "Attention",
              "end_page": 1,
              "evidence": "Aspirational cover photo opens",
              "position": 1,
              "start_page": 1
            },
            {
              "name": "Need",
              "end_page": 2,
              "evidence": "Frames audience need: a career in strategy consulting",
              "position": 2,
              "start_page": 2
            },
            {
              "name": "Satisfaction",
              "end_page": 7,
              "evidence": "5 EVP pillars satisfy career-development needs",
              "position": 3,
              "start_page": 3
            },
            {
              "name": "Visualization",
              "end_page": 9,
              "evidence": "Testimonials let candidates picture themselves there",
              "position": 4,
              "start_page": 8
            },
            {
              "name": "Action",
              "end_page": 10,
              "evidence": "Application email + interview tips",
              "position": 5,
              "start_page": 10
            }
          ],
          "evidence": "Loose fit: attention (p.1), implied need (p.2 'if interested...'), satisfaction via 5 pillars (p.3-7), visualization via testimonials (p.8-9), action (p.10).",
          "confidence": 55
        }
      ],
      "images_inspected": 5,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Service portfolio pyramid",
              "slug": "service-portfolio-pyramid",
              "evidence": "Pyramid splits Strategy vs Implementation with 12 service tiles",
              "confidence": 65
            }
          ],
          "page_number": 3
        },
        {
          "frameworks": [
            {
              "name": "Maturity model",
              "slug": "maturity-model",
              "evidence": "Career-progression pyramid Generalist to Expert across 5 levels",
              "confidence": 80
            }
          ],
          "page_number": 4
        }
      ]
    },
    "matchedAt": "2026-05-02 12:43:17.322+00",
    "slidesSeen": 12,
    "deckSummary": "Decent AIDA recruitment deck: strong cover hook, MECE-ish 5-pillar EVP, and credible testimonials, but action titles are inconsistent across the section dividers and most pillars rely on imagery and quotes rather than data-backed arguments.",
    "imagesInspected": 5,
    "extractionSeconds": 243.993
  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 07:02:07.401+00",
    "subScores": {
      "scqa_arc": 48,
      "action_titles": 40,
      "mece_structure": 50,
      "closing_strength": 65,
      "evidence_quality": 42,
      "clarity_of_thesis": 72,
      "production_quality": 52,
      "visual_storytelling": 62
    },
    "totalScore": 56,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Deck is enumerative ('5 reasons') rather than SCQA — slide 2 sets context but no complication or question is raised; slides 3-7 are parallel pillars, not a narrative resolution.",
      "action_titles": "Only slide 5 carries a true action title ('You will get a broad set of responsibilities and benefit from exposure early on'); section dividers 3, 4, 6, 7 are topic labels like '01 Strategy', '02 Learning', '04 Opportunity'.",
      "mece_structure": "The 5 pillars (Strategy/Learning/Responsibility/Opportunity/Culture) overlap — Learning vs. Responsibility vs. Opportunity blur into the same 'career growth' theme rather than partitioning the value proposition cleanly.",
      "closing_strength": "Slide 10 'Let's meet' delivers a concrete CTA with target profile, process and case-interview tips; weakened by filler slide 11 (Paris photo) and boilerplate disclaimer 12 after the close.",
      "evidence_quality": "Single hard datapoint ('6,500 consultants in 60+ offices', slide 2); the rest are testimonials (slides 5, 6, 8, 9) and assertions with no benchmarks or sourced figures.",
      "clarity_of_thesis": "Slide 2 declares the thesis explicitly ('5 reasons to choose EY-Parthenon') within the first 5 slides, though phrased as a list promise rather than a sharp argument.",
      "production_quality": "Action-title density is ~17% (2/12), slide 2 flagged overcrowded, slide 11 is pure filler, and section dividers are inconsistent — only slide 5 carries an action title while peers 3, 4, 6, 7 do not.",
      "visual_storytelling": "Strong imagery, testimonials and callouts (slides 1, 5, 8, 9, 11) but leans heavily on stock photography and quotes; only one process diagram (slide 4) and one map (slide 2) carry analytical weight."
    },
    "slidesAnalyzed": 12
  },
  "review": {
    "backend": null,
    "verdict": "A competently structured but narratively flat recruitment brochure — usable as an example of clean pillar scaffolding and a direct CTA, but a poor Storymakers exemplar because its titles describe topics instead of arguing insights.",
    "reviewedAt": "2026-04-24 21:36:08+00",
    "slidesSeen": 12,
    "suggestions": [
      "Rewrite each pillar divider as a declarative insight (e.g. '01 Strategy → Work on C-suite problems from year one' instead of bare '01 Strategy')",
      "Add a single 'complication' slide after p.2 that names the candidate's real question (e.g. 'Why EY-Parthenon over MBB?') so the five reasons become answers, not assertions",
      "Cut p.11 ('Paris') or fold office locations into the p.10 CTA so the deck ends on the ask, not on filler"
    ],
    "closingScore": 62,
    "openingScore": 55,
    "topStrengths": [
      "Numbered pillar system (p.3–p.7) maps one-to-one to the '5 reasons' promise on p.2, so the reader always knows where they are",
      "Strong single-metric hook on p.2 ('6,500 strategy consultants in 60+ offices') anchors credibility early",
      "Explicit, unambiguous CTA on p.10 ('Let's meet') — many recruitment decks forget to ask for the meeting"
    ],
    "topWeaknesses": [
      "Action titles are nouns, not insights: '01 Strategy', '04 Opportunity', '05 Culture' name the topic but not the takeaway",
      "No tension or complication — the deck lists benefits without contrasting EY-Parthenon against the alternatives a candidate is actually weighing",
      "p.11 'Paris' filler and p.12 disclaimer bury the p.10 CTA, weakening the memorable close",
      "Pillar 03 is missing from the numbered dividers (jumps 02 → non-numbered p.5 → 04), breaking the MECE promise set on p.2"
    ],
    "narrativeScore": 52,
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