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not page 5", "Open each pillar divider with a one-line finding underneath the section number (e.g. '1 Vehicle electrification — BEVs are losing momentum to hybrids') so the divider carries the argument, not just the topic" ], "closingScore": 25, "openingScore": 55, "topStrengths": [ "Strong declarative action titles on the analytical slides — p.7, p.8, p.10 ('long-standing industry assumption…may be overstated'), p.18 all state a finding rather than a topic", "Upfront 'Key findings' on p.5 with a concrete thesis about BEV inertia vs. ICE/hybrid tick-up", "Clean numbered pillar structure with dividers (p.6, p.14, p.19, p.23) makes the content easy to navigate" ], "topWeaknesses": [ "No closing recommendation or 'so what' — deck ends at p.26 on an observation and then drops into appendix/contacts", "Five slides (p.11, p.15, p.16, p.17, p.31) use the generic running-header 'Key Findings: Global Focus Markets' as the on-page title instead of an insight", "Three front-matter slides (cover, 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How important will it be for your next vehicle to connect with your smartphone via Apple CarPlay or Android Auto? Sample size: n = 939 [China]; 1,306 [Germany]; 882 [India]; 637 [Japan]; 906 [Republic of Korea]; 5,028 [Southeast Asia]; 1,314 [UK]; 937 [US]", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 21:22:51.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "16292791-2911-401c-b37a-bbcad0fd582f", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.8, "x": 0.06, "y": 0.91 }, "kind": "source-note", "text": "Q57. To what extent would you be willing to pay extra for each of the following connected vehicle services? Sample size: n = 939 [China]; 1,306 [Germany]; 882 [India]; 637 [Japan]; 906 [Republic of Korea]; 5,028 [Southeast Asia]; 1,314 [UK]; 937 [US]", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 21:22:51.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "713a8017-f918-48c6-b287-719649545ad3", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.85, "x": 0.06, "y": 0.56 }, "kind": "table", "text": "Willingness (% somewhat willing/very willing) to pay extra for connected vehicle services", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 21:22:51.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e6efca2c-718b-4516-ab8d-658da1712876", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.5, "x": 0.45, "y": 0.04 }, "kind": "title", "text": "2025 Global Automotive Consumer Study | Key Findings: Global Focus Markets", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 21:22:51.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b34f9418-8db0-4d6d-bbdc-cbb730faf6e4", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 26, "arc": { "name": "Monroe's Motivated Sequence", "slug": "monroes-sequence", "status": "active", "bestFor": "Persuasive speeches, call-to-action decks", "canonId": "019dd956-5f25-7189-a428-2e6d7f9e5606", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Attention -> Need -> Satisfaction -> Visualization -> Action", "description": null, "familyLabel": null }, "from": 6, "name": "Satisfaction", "beatId": "760f65e9-001f-47cd-8e02-6f2ddb8efddd", "matchId": "d4f28c91-fbff-4500-98fa-48104b63174a", "beatType": { "name": "Satisfaction", "slug": "monroes-sequence-satisfaction", "status": "active", "canonId": "019dd9b8-16a5-73c8-a3ce-00850dc2cbd8", "version": 1, "description": null }, "evidence": "The report provides key findings and insights, satisfying the reader's need for information.", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Turn", "slug": "turn", "status": "active", "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54", "version": 1, "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 26, "from": 6, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "47315443-0568-4fac-aba5-6491cd776c5f", "evidence": "The report provides a logical sequence of information, starting with industry trends and then diving into data tables and key findings.", "position": 0, "objective": "To understand consumer trends and preferences on autonomous and electric powertrain technologies", "confidence": 0.7, "extraction": { "at": "2026-07-16 21:16:07.494925+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 22, "type": "analysis", "title": "Data highlights the 'None of the above' category as a significant finding in Germany, UK, and US.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 80, "componentCount": 8, "textChars": 952, "nDataPoints": 64, "notes": "Data highlights the 'None of the above' category as a significant finding in Germany, UK, and US.", "elementsJson": [ "data_table", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 18:25:20.493+00", "seconds": 6.147, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5de0-76bd-a16a-69ea7f6bb8c8/22", "deck": "/decks/019dd923-5de0-76bd-a16a-69ea7f6bb8c8", "deckAnchor": "/decks/019dd923-5de0-76bd-a16a-69ea7f6bb8c8#slide-22", "deckJson": "/decks/019dd923-5de0-76bd-a16a-69ea7f6bb8c8.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "In most markets surveyed, consumers trust car manufacturers the most when it comes to managing connected vehicle data.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 14:38:18+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd952-0490-77fe-9d46-64158edc769d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.05, "y": 0.5 }, "kind": "disclaimer", "text": "Note: Percentages may not add up to 100 due to rounding. Q59. Who do you trust most to access and manage the data your vehicle generates? Sample size: n = 939 [China]; 1,306 [Germany]; 882 [India]; 637 [Japan]; 906 [Republic of Korea]; 5,028 [Southeast Asia]; 1,314 [UK]; 937 [US]", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 18:25:20.493+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b693c01-b13b-405c-8e50-fb89fae6c177", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.05, "y": 0.47 }, "kind": "legend", "text": "Most commonly cited", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 18:25:20.493+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6635feed-e493-43a1-b810-f853bacdb114", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Consumer trust percentage: 40%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 14:38:18+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd952-0490-77fe-9d46-6a664bf157ee", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.05, "y": 0.09 }, "kind": "paragraph", "text": "In most markets surveyed, consumers trust car manufacturers the most when it comes to managing connected vehicle data. 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