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(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.", "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. 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"name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a9e9eb65-db52-48e8-b4a9-0aec0e79407a", "evidence": "Grouped bar chart showing Adjusted EBITDA margins and absolute dollar values over five quarters.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 22:14:15.36799+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "019deac9-3182-72c9-b1e0-9ea3680bd976", "evidence": "Service models by enabling features grid", "framework": null, "confidence": 70, "extraction": { "at": 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"layer": "Block", "evidence": "Four MECE-styled investment pillars", "confidence": 75 }, { "id": 132, "slug": "visual-hierarchy", "layer": "Slide", "evidence": "Bold orange pillar names dominate over body text", "confidence": 75 }, { "id": 161, "slug": "law-of-similarity", "layer": "Slide", "evidence": "Four identically-styled bars cue parallel pillars", "confidence": 75 } ], "page_number": 4 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title states the insight: industry is largest", "confidence": 80 }, { "id": 154, "slug": "concrete-language", "layer": "Slide", "evidence": "Specific figures: 860K locations, $1T+ industry", "confidence": 85 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Oversized metric numbers stand out vs labels", "confidence": 70 }, { "id": 80, "slug": "data-story-arc", "layer": "Loop", "evidence": "Opens loop: context to conflict to insight", "confidence": 65 } ], "page_number": 5 }, { "tools": 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"layer": "Slide", "evidence": "Specific inbound and referral percentages", "confidence": 80 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Headline metric block visually distinct", "confidence": 65 } ], "page_number": 12 }, { "tools": [ { "id": 2, "slug": "mece-principle", "layer": "Block", "evidence": "Recurring vs One-Time, four non-overlapping streams", "confidence": 80 }, { "id": 165, "slug": "picture-superiority-effect", "layer": "Slide", "evidence": "Iconography per revenue stream", "confidence": 70 }, { "id": 132, "slug": "visual-hierarchy", "layer": "Slide", "evidence": "Two grouped tiers with bold labels", "confidence": 65 }, { "id": 74, "slug": "inductive-reasoning", "layer": "Loop", "evidence": "Loop will stack multiple growth metrics into one conclusion", "confidence": 65 } ], "page_number": 14 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Rapid and Sustainable Growth states insight", "confidence": 85 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Stacked bars colour-coded by revenue stream", "confidence": 80 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "YoY growth percentages annotated above bars", "confidence": 75 }, { "id": 154, "slug": "concrete-language", "layer": "Slide", "evidence": "$1.1B ARR and dollar figures by quarter", "confidence": 75 } ], "page_number": 15 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title declares ARR scaling rapidly", "confidence": 85 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Payments vs Subscription split by colour", "confidence": 80 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "YoY percent labels above stacked bars", "confidence": 75 }, { "id": 154, "slug": "concrete-language", "layer": "Slide", "evidence": "$1,140M ARR and quarterly figures", "confidence": 75 } ], "page_number": 16 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "New Location Adds Accelerate to a Quarterly Record", "confidence": 90 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Record 7,500 net adds callout pops on final bar", "confidence": 85 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Bars labelled with totals and delta callout", "confidence": 75 } ], "page_number": 17 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Sustained GPV and Subscription ARPU Momentum", "confidence": 80 }, { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Two stacked charts compared side by side", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "GPV dollar figures and adoption percent annotated", "confidence": 70 }, { "id": 78, "slug": "contrast-pairs", "layer": "Loop", "evidence": "Loop opens the before-after to profitability", "confidence": 70 } ], "page_number": 18 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Rapid Gross Profit Expansion", "confidence": 85 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Recurring vs one-time stacked colours", "confidence": 80 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Attractive gross margin from recurring streams callout", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "YoY growth percent labels on bars", "confidence": 75 } ], "page_number": 19 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Achieved Adjusted EBITDA Profitability", "confidence": 95 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Final Q2-23 bars flip above zero, breaking pattern", "confidence": 90 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Two-series bars in distinct hues across zero line", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Each bar labelled with percent and dollar EBITDA", "confidence": 80 }, { "id": 100, "slug": "payoff", "layer": "Loop", "evidence": "Loop closes on the long-promised profitability flip", "confidence": 80 } ], "page_number": 20 } ], "slides_seen": 27, "deck_summary": "Strong Storymakers alignment: clean Consultant's Gambit arc with action titles, MECE structure, a metaphor-driven complexity slide and a payoff EBITDA-flip finale; weaker on explicit why-now tension and audience-specific framing.", "secondary_arcs": [ { "id": 2, "slug": "sequoia-pitch", "beats": [ { "name": "Problem", "end_page": 6, "evidence": "Industry scale + restaurant complexity", "position": 1, "start_page": 5 }, { "name": "Solution", "end_page": 8, "evidence": "Ecosystem hub + Toast Platform overview", "position": 2, "start_page": 7 }, { "name": "Market Size", "end_page": 11, "evidence": "$110B TAM concentric circles", "position": 4, "start_page": 11 }, { "name": "Product", "end_page": 10, "evidence": "Service models matrix + catering case", "position": 6, "start_page": 9 }, { "name": "Business Model", "end_page": 14, "evidence": "Recurring vs One-Time revenue classification", "position": 7, "start_page": 14 }, { "name": "Financials", "end_page": 20, "evidence": "Revenue, ARR, locations, GPV, gross profit, EBITDA", "position": 9, "start_page": 15 } ], "evidence": "Hits Problem (p5-6), Solution (p7-8), Market Size (p11), Product (p9-10), Business Model (p14), Financials (p15-20); missing Team and explicit Ask.", "confidence": 55 } ], "images_inspected": 6, "slide_frameworks": [ { "frameworks": [ { "name": "NxN matrix", "slug": "matrix-nxn", "evidence": "Service models by enabling features grid", "confidence": 70 } ], "page_number": 9 }, { "frameworks": [ { "name": "TAM / SAM / SOM market sizing", "slug": "market-segmentation-pyramid", "evidence": "Concentric circles labelled Global TAM, US TAM, SAM, ARR", "confidence": 85 } ], "page_number": 11 }, { "frameworks": [ { "name": "Revenue stream classification", "slug": "matrix-nxn", "evidence": "Two-tier grid: recurring vs one-time", "confidence": 60 } ], "page_number": 14 } ] }, "matchedAt": "2026-05-02 22:22:23.744+00", "slidesSeen": 27, "deckSummary": "Strong Storymakers alignment: clean Consultant's Gambit arc with action titles, MECE structure, a metaphor-driven complexity slide and a payoff EBITDA-flip finale; weaker on explicit why-now tension and audience-specific framing.", "imagesInspected": 6, "extractionSeconds": 458.521 }, "score": { "backend": "codex", "scoredAt": "2026-05-02 20:18:55.066+00", "subScores": { "scqa_arc": 64, "action_titles": 66, "mece_structure": 70, "closing_strength": 28, "evidence_quality": 84, "clarity_of_thesis": 70, "production_quality": 76, "visual_storytelling": 80 }, "totalScore": 67, "coveragePct": 100, "explanations": { "scqa_arc": "Slides 5-6 establish a large, complex industry and slides 7-12 answer with Toast's platform and GTM, but the question/complication is implied rather than explicit before results begin on slide 13.", "action_titles": "Most core slides carry insight-oriented titles, but several remain labels; example title: slide 17, \"New Location Adds Accelerate to a Quarterly Record.\"", "mece_structure": "The deck's market/product/GTM/results/appendix structure is broadly separable, though market opportunity appears twice on slides 5 and 11 and risk/competition are absent.", "closing_strength": "The argument effectively ends on slide 20 with EBITDA profitability, then moves into appendix slides 21-27 without a recommendation, investment takeaway, or next-step close.", "evidence_quality": "Claims are well supported in the results section by charts, tables, metrics, footnotes, and appendix reconciliations across slides 15-27, with lighter support for early strategic claims.", "clarity_of_thesis": "The central investment case is visible by slide 4's \"Investment Highlights\" and reinforced by slide 5's market-size claim, but it is a bundle of pillars rather than one declarative thesis.", "production_quality": "Production is polished and consistent, with disciplined financial footnotes and reconciliations, but generic titles and dense dashboards reduce headline discipline and whitespace.", "visual_storytelling": "The deck usually matches message to form, with market metrics on slide 5, ecosystem/framework visuals on slides 7-9, and KPI charts on slides 15-20." }, "slidesAnalyzed": 27 }, "review": { "backend": null, "verdict": "A competent, above-average IR deck with a strong data section but a weak narrative spine — a 'good investor template' rather than a Storymakers exemplar.", "reviewedAt": "2026-05-01 22:23:10.745+00", "slidesSeen": 27, "suggestions": [ "Add a 'Q2 2023 At a Glance' slide as slide 3, leading with the three headline insights (record locations, ARR scaling, first EBITDA-positive quarter) before mission and TAM context", "Insert a closing 'What's Next' slide after slide 20 with forward guidance and a recap of the three proof points before the appendix", "Rewrite topic titles as action titles: slide 8 → 'A unified six-pillar platform replaces a fragmented restaurant tech stack'; slide 12 → '~75% inbound acquisition makes our GTM structurally cheaper'; slide 14 → 'Recurring streams now anchor a once hardware-led revenue mix'", "Add a second section divider after slide 12 separating 'Why Toast' from 'Q2 Results' so the deck reads as two MECE acts", "Reframe slide 6 ('Restaurants are Complex') as the explicit Complication and bridge into slide 7 with a 'so we built…' connector to sharpen the SCQA arc" ], "closingScore": 28, "openingScore": 58, "topStrengths": [ "Financial section (slides 15-20) reads cleanly as a chain of insight-bearing action titles culminating in EBITDA profitability", "Slide 11 ('This Is Just The Beginning For Toast') uses a concentric-circle TAM-vs-ARR visual to argue runway in one image", "Slide 17's record callout ('Record >7,500 net adds') is a strong pull-quote anchored to a chart" ], "topWeaknesses": [ "No closing recommendation or summary slide — deck ends in GAAP reconciliations (slides 23-27)", "Thesis is buried at slide 4 behind a mission slide; opening fails to lead with the answer", "Strategy-section titles (slides 8, 12, 14) are topic labels, not insights — reader cannot skim the deck and grasp the argument", "Only one section divider in a 27-page deck — pillar structure is invisible" ], "narrativeScore": 62, "pillarCritique": "Only one section divider exists (slide 13 'Second Quarter Results'), so the structure is binary (story / results) rather than MECE pillars; the front-half mixes mission, market, product, and GTM without signposting why these belong together.", "closingCritique": "The deck has no closing — slide 20 ('Achieved Adjusted EBITDA Profitability') is the last narrative beat, then it dumps straight into seven reconciliation tables (21-27). No recap, no forward guidance, no explicit 'so what' or call to action.", "openingCritique": "The thesis only surfaces at slide 4 ('Investment Highlights'), preceded by a generic mission slide; slide 5's TAM hook is strong but the deck warms up rather than leading with the answer. 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