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    "patterns": []
  },
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              "evidence": "Consulting firm + healthcare deal wins listed.",
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        {
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              "id": 118,
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              "evidence": "'25% CAGR' annotation overlaid on the trend line.",
              "confidence": 80
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          ],
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          "tools": [
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              "evidence": "Title 'Increased FY26 guidance' announces the action.",
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              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Single guidance table lands the deck's commercial ask.",
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          ],
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        {
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            {
              "id": 114,
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              "evidence": "Final summary slide stacks five wins for ending impact.",
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      ],
      "slides_seen": 28,
      "deck_summary": "Solid Pyramid-Principle earnings narrative with strong action titles and three-pillars framing, but it stays in fact-stacking mode rather than building real Storymakers tension or a clear Block-level SCQA arc.",
      "secondary_arcs": [
        {
          "id": 1,
          "slug": "consultants-gambit",
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            {
              "name": "Situation & Context",
              "end_page": 6,
              "evidence": "Q1 results and ARR scale establish current state.",
              "position": 1,
              "start_page": 3
            },
            {
              "name": "Problem & Complication",
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              "evidence": "Implicit: maintaining 25%+ growth at $3B+ is rare.",
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            },
            {
              "name": "Solution & Approach",
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            },
            {
              "name": "Evidence & Proof",
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            },
            {
              "name": "Impact & Next Steps",
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              "start_page": 22
            }
          ],
          "evidence": "Reads as Situation (scale on p.6) -> Solution (three pillars p.7-8) -> Evidence (pp.9-21) -> Impact (raised guidance p.22-23); no real Complication beat.",
          "confidence": 55
        }
      ],
      "images_inspected": 5,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Rule of 40",
              "slug": "rule-of-40",
              "evidence": "Chart explicitly labelled 'Rule of 40' summing growth + FCF margin.",
              "confidence": 95
            },
            {
              "name": "Waterfall chart",
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              "evidence": "Stacked bars build to total via waterfall logic.",
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            }
          ],
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        },
        {
          "frameworks": [
            {
              "name": "Three Pillars Framework",
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              "evidence": "Title 'Three Pillars of Growth' with three columns.",
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            }
          ],
          "page_number": 8
        },
        {
          "frameworks": [
            {
              "name": "Flywheel",
              "slug": "flywheel",
              "evidence": "Diagram explicitly labelled 'Zero-Trust Everywhere Flywheel Effect'.",
              "confidence": 90
            }
          ],
          "page_number": 13
        },
        {
          "frameworks": [
            {
              "name": "Market Segmentation",
              "slug": "market-segmentation-pyramid",
              "evidence": "Stacked bars segment revenue by Americas / EMEA / APJ.",
              "confidence": 60
            }
          ],
          "page_number": 18
        }
      ]
    },
    "matchedAt": "2026-05-02 21:32:49.28+00",
    "slidesSeen": 28,
    "deckSummary": "Solid Pyramid-Principle earnings narrative with strong action titles and three-pillars framing, but it stays in fact-stacking mode rather than building real Storymakers tension or a clear Block-level SCQA arc.",
    "imagesInspected": 5,
    "extractionSeconds": 286.194
  },
  "score": {
    "backend": "codex",
    "scoredAt": "2026-05-02 19:06:41.126+00",
    "subScores": {
      "scqa_arc": 59,
      "action_titles": 68,
      "mece_structure": 67,
      "closing_strength": 63,
      "evidence_quality": 82,
      "clarity_of_thesis": 82,
      "production_quality": 74,
      "visual_storytelling": 76
    },
    "totalScore": 71,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Slides 3-6 establish the situation and slides 7-23 answer with growth drivers and proof, but the complication and question are mostly implicit, making the flow closer to an earnings evidence dump.",
      "action_titles": "Most main slides use insight-oriented titles, but several remain broad labels; example title: \"Comprehensive Platform Solutions\" on slide 7.",
      "mece_structure": "Slide 8 creates a useful three-pillar structure, but later sections mix product, customer, geography, profitability, ARR, and guidance lenses with some overlap.",
      "closing_strength": "Slide 23 provides a clear key-takeaways close, but it stops at confidence-building rather than a recommendation, call to action, or concrete next steps.",
      "evidence_quality": "Claims are usually backed by metrics, charts, customer examples, guidance tables, or footnotes, especially across slides 3-6 and 17-22.",
      "clarity_of_thesis": "The thesis that Zscaler entered FY26 with strong growth plus efficiency is identifiable by slides 3-6, but it is assembled across metrics rather than stated as one declarative argument.",
      "production_quality": "The deck is professionally templated with consistent dashboards and footnotes, though dense slides and partly label-like titles reduce Storymakers polish.",
      "visual_storytelling": "The deck generally matches message to format, using tables on slides 3 and 22, a waterfall on slide 5, dashboards on slides 18-20, and case visuals on slides 14-16."
    },
    "slidesAnalyzed": 28
  },
  "review": {
    "backend": "claude",
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      "Promote the callout on Slide 6 ('One of five SaaS companies >$3B ARR with 25%+ growth') into the slide title - it is the strongest single line in the deck",
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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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          "agents": [
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          "matchId": "019dea9b-c8be-76e8-90ee-e4d46b591a4a",
          "evidence": "Title pitches consolidation of point products.",
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          "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.",
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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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          "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."
        },
        {
          "tool": {
            "name": "Audience Definition",
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            "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
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          "evidence": "Large Healthcare Provider: New, 7-figure ACV deal.",
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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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            "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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          "evidence": "Data Security driving consolidation of multiple point products on our platform",
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          "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.",
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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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        {
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            "canonId": "019dd956-adea-7729-bca1-70810d6238a9",
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            "description": "Making abstract concepts concrete through familiar comparisons",
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          "agents": [
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          "evidence": "Healthcare consolidation case (p.16) and Z-Flex breakout (p.17) contrast fragmented status quo with platform consolidation.",
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          "componentId": "4a36708a-6f1b-463e-8991-229fc2808733",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 3,
      "to": 6,
      "label": "The Facts (What)",
      "description": "Q1 beat-vs-guidance table, Rule-of-78, $3.2B ARR scale headline."
    },
    {
      "from": 7,
      "to": 21,
      "label": "The Implications (So What)",
      "description": "Three pillars + customer wins + financial efficiency proof."
    },
    {
      "from": 22,
      "to": 23,
      "label": "The Action (Now What)",
      "description": "Increased FY26 guidance table and summary takeaways."
    }
  ],
  "loops": [
    {
      "from": 3,
      "to": 6,
      "label": "Pattern Hunter",
      "description": "Stack multiple Q1 results to conclude a rare-scale-with-growth pattern"
    },
    {
      "from": 7,
      "to": 8,
      "label": "Mece Breakdown",
      "description": "Frame the platform as three MECE growth vectors"
    },
    {
      "from": 9,
      "to": 12,
      "label": "Zoom In",
      "description": "Drill from AI-Security capabilities into wins and ARR uplift"
    },
    {
      "from": 13,
      "to": 15,
      "label": "Zoom In",
      "description": "Drill from ZTEv adoption into specific Cloud and Branch deals"
    },
    {
      "from": 16,
      "to": 17,
      "label": "Tale Two Worlds",
      "description": "Show consolidation pattern: point products vs unified platform via customer evidence"
    },
    {
      "from": 18,
      "to": 22,
      "label": "So What Cascade",
      "description": "Cascade financial proof points into the raised FY26 guidance"
    }
  ]
}