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              "evidence": "Bolded keywords inside each bullet draw the eye.",
              "confidence": 70
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Q1'26 column visually emphasized over Q1'25.",
              "confidence": 75
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Dark-navy column headers stand out against white body.",
              "confidence": 70
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Footnote explains FX-adjusted methodology.",
              "confidence": 70
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Five row groupings of related metrics.",
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            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Inline 'Leap Year Approx. (1%)' callout and 'Reported' line label.",
              "confidence": 80
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Boxed 'Leap Year' callout breaks chart pattern to flag adjustment.",
              "confidence": 75
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Solid navy FX-adjusted line vs gray dashed reported line.",
              "confidence": 75
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Line chart paired with G&S/T&E breakdown table below.",
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            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 138,
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              "evidence": "'Leap Year Approx. (1%)' callout on the chart.",
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            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Boxed callout interrupts the trend line.",
              "confidence": 70
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Line chart for QoQ growth-rate trend.",
              "confidence": 60
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Sub-title 'Spend Growth is Accelerating' states the insight.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "'+~6 percentage points' arrow + 'Refresh' anchor on Q3'25.",
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            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Two side-by-side panes: spend growth bars + retention rate bars.",
              "confidence": 80
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Bright blue callout pill above the bar chart.",
              "confidence": 75
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Title > sub-headline > callout > bars ordering.",
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            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
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              "evidence": "'10x', '2x', '2x' callouts above each pair are insight statements.",
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            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Three parallel category panes: Lodging / Restaurants / Airlines.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Multiplier callouts (10x, 2x, 2x) with arrows linking the two circles.",
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            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Gray baseline circles vs bright blue Membership-Model circles.",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Big % numbers dominate; categories labeled below.",
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          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Callout 'spend growth is 10x higher than U.S. Consumer Services growth'.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Large '10x' between two diverging line endpoints (50% vs 5%).",
              "confidence": 85
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Oversized blue '10x' centered over the chart.",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Visual divergence of the two lines tells the story before any number.",
              "confidence": 65
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Two panes: line-chart pane + KPI block pane.",
              "confidence": 70
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
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              "evidence": "'Leap Year Approx. (1%)' callout.",
              "confidence": 75
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            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Trend chart for billed business growth.",
              "confidence": 60
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
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              "evidence": "'Leap Year Approx. (1%)' callout.",
              "confidence": 75
            },
            {
              "id": 159,
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              "layer": "Slide",
              "evidence": "FX-adjusted vs Reported lines distinguished by color.",
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            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "'Leap Year Approx. (1%)' callout on transaction-growth chart.",
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          ],
          "page_number": 11
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        {
          "tools": [
            {
              "id": 133,
              "slug": "small-multiples",
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              "evidence": "Stacked-bar chart pane + KPI panel pane.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Per-segment data labels inside each stack and right-side legend.",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific KPIs: '66% from Millennial/Gen-Z', '73% on fee-paying'.",
              "confidence": 70
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Three blue tones encode US Consumer / Commercial / International segments.",
              "confidence": 70
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Time-series chart of balances and billed business.",
              "confidence": 55
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Two parallel bar panes: '30+ Days Past Due' and 'Net Write-off Rates'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each bar labeled with its % value (1.3%, 2.0%...).",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Navy bars for past-due, bright blue for write-offs to distinguish series.",
              "confidence": 65
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Bar values sit above bars in larger type than axis.",
              "confidence": 60
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Bar chart of provision over quarters.",
              "confidence": 55
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Numeric labels on bars.",
              "confidence": 60
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 33,
              "slug": "build-up",
              "layer": "Loop",
              "evidence": "First slide of the revenue/expense/capital build that totals at $18,907M.",
              "confidence": 70
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Five revenue line items grouped into one totaling row.",
              "confidence": 70
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Bottom totals row 'Revenues Net of Interest Expense' separated from line items.",
              "confidence": 70
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Reported vs FX-Adjusted columns in different header treatment.",
              "confidence": 65
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Footnote explains non-GAAP FX-adjusted basis.",
              "confidence": 60
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Trend chart of Net Card Fees.",
              "confidence": 55
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Value labels on each data point.",
              "confidence": 60
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Trend chart for Premium Lending.",
              "confidence": 55
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Numeric labels above each bar/point.",
              "confidence": 60
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Boxed 'Leap Year Approx. (1%)' callout, line endpoint labels 'Reported' / 'FX Adjusted'.",
              "confidence": 80
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Solid navy FX-adjusted line vs dashed gray reported line.",
              "confidence": 70
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Dotted callout box breaks chart visual rhythm.",
              "confidence": 65
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Line chart paired with $B totals row underneath.",
              "confidence": 55
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Expense lines totaled into a bottom row.",
              "confidence": 60
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Expense categories grouped into table rows.",
              "confidence": 60
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Stacked-bar capital-return pane + KPI block pane (58%/74%/10.5%).",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each stack labeled (Dividends/Share Repurchases) plus ROE row underneath.",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific numbers: '58% dividend increase', '74% returned', '10.5% CET1'.",
              "confidence": 75
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Oversized 58% / 74% / 10.5% blue numerals dominate the right pane.",
              "confidence": 70
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Navy = repurchases, bright blue = dividends inside each stacked bar.",
              "confidence": 65
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Closes the main story with a forward-looking guidance card.",
              "confidence": 75
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Single navy-headed card isolated on otherwise empty slide.",
              "confidence": 80
            },
            {
              "id": 141,
              "slug": "white-space-negative-space",
              "layer": "Slide",
              "evidence": "Vast empty margins focus the eye on the lone guidance box.",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific numeric ranges: 'Revenue Growth 9–10%, EPS $17.30–$17.90'.",
              "confidence": 75
            },
            {
              "id": 147,
              "slug": "focal-point",
              "layer": "Slide",
              "evidence": "Single centered card with no competing elements.",
              "confidence": 75
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Footnote on FX-adjustment exceptions.",
              "confidence": 60
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Customer-type breakdown grouped into segments.",
              "confidence": 60
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "FX impact chart on billed business.",
              "confidence": 55
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "T&E billed business broken into category rows.",
              "confidence": 60
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Table organizes T&E sub-categories vs growth rates.",
              "confidence": 55
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Two parallel line panes: 'U.S. Unemployment Rate %' + 'U.S. GDP Growth %'.",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Gray=Upside, blue=Baseline, navy=Downside encoded across both charts.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Scenario labels in the legend; footnote explains source/date.",
              "confidence": 70
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Pane titles, axis labels, legend ordered top-to-bottom.",
              "confidence": 60
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '92% FDIC insured at Q1'26'.",
              "confidence": 70
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "FDIC callout highlighted to flag deposit safety.",
              "confidence": 60
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "First slide of the variance commentary block: each line item paired with its driver.",
              "confidence": 65
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Six labeled bullets (Discount Revenue, Net Card Fees, etc.).",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Each bullet quantifies the variance and names its driver.",
              "confidence": 75
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Underlined line-item labels precede explanatory prose.",
              "confidence": 65
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Continuation bullets pairing each remaining line with its driver.",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Quantified explanations of expense and tax variances.",
              "confidence": 75
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Underlined labels then commentary.",
              "confidence": 60
            }
          ],
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        }
      ],
      "slides_seen": 44,
      "deck_summary": "Standard IR/earnings deck: data-dense, descriptive titles, callouts carrying the only real insight statements; alignment with Storymakers is partial — clear pattern-hunter and build-up loops, but no SCQA, hero's journey, or named consulting framework beyond a scenario-analysis chart.",
      "secondary_arcs": [],
      "images_inspected": 11,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Scenario Analysis",
              "slug": "scenario-analysis",
              "evidence": "Three labeled cases: Upside / Baseline / Downside across two macro variables.",
              "confidence": 85
            }
          ],
          "page_number": 27
        }
      ]
    },
    "matchedAt": "2026-04-27 08:20:04+00",
    "slidesSeen": 44,
    "deckSummary": "Standard IR/earnings deck: data-dense, descriptive titles, callouts carrying the only real insight statements; alignment with Storymakers is partial — clear pattern-hunter and build-up loops, but no SCQA, hero's journey, or named consulting framework beyond a scenario-analysis chart.",
    "imagesInspected": 11,
    "extractionSeconds": 422.2528
  },
  "score": {
    "backend": "codex",
    "scoredAt": "2026-05-02 23:23:58.074+00",
    "subScores": {
      "scqa_arc": 35,
      "action_titles": 15,
      "mece_structure": 60,
      "closing_strength": 58,
      "evidence_quality": 85,
      "clarity_of_thesis": 52,
      "production_quality": 66,
      "visual_storytelling": 70
    },
    "totalScore": 55,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "The flow is primarily an earnings KPI sequence from slides 2-22 with no clear Situation-Complication-Question pivot before the answer, so it reads more like an analytical dump than an SCQA story.",
      "action_titles": "Most titles are topic labels rather than insight-bearing sentences, for example slide 16 is titled \"Revenue Performance\" instead of stating the revenue takeaway.",
      "mece_structure": "The core deck covers spend, segments, acquisition, credit, revenue, expense, capital, and guidance across slides 4-22, but repeated billed business and revenue cuts in slides 24-37 create overlap rather than a fully MECE structure.",
      "closing_strength": "Slide 22 provides clear 2026 revenue and EPS guidance, but the deck then moves into appendix and disclosure slides 23-44 without a recommendation, decision, or next-step close.",
      "evidence_quality": "The deck is data-rich, with tables, charts, callouts, non-GAAP notes, and annex support visible on slides 3, 4, 16, 22, and 31-37.",
      "clarity_of_thesis": "Slides 2-3 establish that this is a Q1'26 performance update, but the first five slides do not state a declarative central argument beyond business highlights and financial results.",
      "production_quality": "The presentation has consistent corporate table and dashboard conventions plus footnote discipline on slides 3, 13, and 20, but topic-label headings, dense layouts, and repetitive disclosure pages reduce polish.",
      "visual_storytelling": "Slides generally use appropriate tools such as line charts, tables, big-number metrics, and callouts in slides 4, 12, and 21, though dense dashboards often weaken the message hierarchy."
    },
    "slidesAnalyzed": 44
  },
  "review": {
    "backend": null,
    "verdict": "This is a competent corporate earnings deck with clear disclosure flow, but only a middling Storymakers exemplar because it reports the facts more than it argues a narrative.",
    "reviewedAt": "2026-05-01 22:04:24.879+00",
    "slidesSeen": 44,
    "suggestions": [
      "Rewrite slide 2 as the deck thesis, for example: American Express delivered strong Q1 earnings growth while sustaining premium engagement, stable credit, and full-year guidance.",
      "Add MECE narrative dividers after slide 3: Growth engine for slides 4-13, Credit resilience for slides 14-15, Earnings drivers for slides 16-21, and Outlook for slide 22.",
      "Convert the strongest callouts into action titles, especially on slides 6 and 8, so each page states the insight before the audience reads the chart.",
      "Create a final pre-appendix closing slide after slide 22 that restates the guidance, the three proof pillars, and the investor takeaway before supplemental disclosures begin."
    ],
    "closingScore": 48,
    "openingScore": 62,
    "topStrengths": [
      "Slides 2-3 provide a fast earnings front door by pairing business highlights with a concise year-over-year financial table.",
      "Slides 4-21 maintain a consistent investor-reporting rhythm across billed business, engagement, credit, revenue, expenses, and capital, making the deck easy to scan.",
      "Slide 22 gives a concrete resolution point with 2026 revenue growth and EPS guidance."
    ],
    "topWeaknesses": [
      "The deck lacks an explicit SCQA setup; it never names the central investor concern or the management answer before the analysis begins.",
      "Most slide titles are nouns or accounting categories, which forces the audience to infer the so-what from charts and callouts.",
      "The appendix, annexes, and forward-looking disclaimers consume slides 23-44, diluting the close and burying the final message."
    ],
    "narrativeScore": 64,
    "pillarCritique": "The deck does not use section dividers as MECE narrative pillars; the only clear divider is Appendix on slide 23. The main body reads as a sequence of financial topics rather than explicit pillars such as growth engine, credit resilience, revenue drivers, expense/capital discipline, and outlook.",
    "closingCritique": "The main story effectively closes on slide 22 with revenue growth and EPS guidance, but the deck then continues through appendix, annexes, and legal disclaimers on slides 23-44. There is no memorable final recommendation or investor call to action, so the remembered ending is disclosure rather than resolution.",
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