{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5ca1-7489-b635-a487f65f15a8", "slug": "b3d9633a43b0e706", "title": "China Luxury Digital Playbook", "subtitle": "BCG", "author": "BCG", "pageCount": 19, "kind": "consulting-deck", "orientation": "landscape", "aspectRatio": 1.778, "document": { "id": "019dd923-5ca1-7489-b635-a487f65f15a8", "slug": "b3d9633a43b0e706", "title": "China Luxury Digital Playbook", "rawTitle": "China Luxury Digital Playbook", "authorId": "Bain", "authorName": "BCG", "authorDisplay": "BCG", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "China-Luxury-Digital-Playbook.pdf", "sourceUrl": "https://media-publications.bcg.com/france/2019BCGTencent_Luxury_Digital_Playbook.pdf", "sourceDate": null, "presentationDate": null, "ingestedAt": "2026-04-23 20:51:31+00", "status": "ready", "pageCount": 19, "orientation": "landscape", "aspectRatio": 1.778, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/b3d9633a43b0e706", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 19, "pagesIndexed": 19, "pagesWithImages": 19, "pagesWithMetadata": 19, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 102, "chartCount": 16, "metricSlides": 12, "toolMatches": 82, "documentToolMatches": 0, "frameworkMatches": 17, "arcMatches": 2, "beatMatches": 8, "loopMatches": 4, "patternMatches": 0, "storymakersMatch": true, "scoreAvailable": true, "reviewAvailable": true, "activistThesisAvailable": false, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "matchId": "019dd95a-0543-7581-99b0-6f97bf17c61a", "evidence": "Classic BCG playbook flow: study setup (p1-2) and market context (p3-6), problem of fragmented digital pathway (p7-8), '6 trends' framing (p9), trend-by-trend evidence (p10-17), recap and tools playbook (p18-19).", "isPrimary": true, "confidence": 82, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "matchId": "019dd95a-0543-7581-99b0-71df29fca786", "evidence": "Deck splits cleanly into Facts (p3-8 market data), Implications (p9-17 trend insights), Action (p18-19 tools playbook).", "isPrimary": false, "confidence": 65, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "beats": [ { "to": 6, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 1, "name": "Situation & Context", "beatId": "019dd95a-0702-74a3-87e6-3ae9807b2fce", "matchId": "019dd95a-0543-7581-99b0-6f97bf17c61a", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "Study setup, market growth, consumer profile, geographic & device context", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. 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identically with icons + share %", "confidence": 75 }, { "id": 165, "slug": "picture-superiority-effect", "layer": "Slide", "evidence": "Each channel given an icon for instant recognition", "confidence": 70 }, { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Six parallel channel mini-panels enabling comparison", "confidence": 70 } ], "page_number": 17 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Restates agenda: '6 trends re-defining the rule of game'", "confidence": 80 }, { "id": 165, "slug": "picture-superiority-effect", "layer": "Slide", "evidence": "Same icon + headline pattern as p9", "confidence": 80 }, { "id": 98, "slug": "callback", "layer": "Loop", "evidence": "Identical 6-trends slide as p9 — explicit narrative callback", "confidence": 90 }, { "id": 116, "slug": "chunking", "layer": "Slide", "evidence": "Six parallel chunks, easy retention closer", "confidence": 70 } ], "page_number": 18 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title declares synthesis: 'A broad range of tools re-defining the rule of the game'", "confidence": 85 }, { "id": 161, "slug": "law-of-similarity", "layer": "Slide", "evidence": "Tool chips styled identically across all three columns", "confidence": 80 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Three column headers in brand green with consistent treatment", "confidence": 75 }, { "id": 131, "slug": "gestalt-principles", "layer": "Slide", "evidence": "Proximity + enclosure groups tools under O2O / Off-Off / On-On", "confidence": 75 }, { "id": 2, "slug": "mece-principle", "layer": "Block", "evidence": "First page of synthesis block: O2O / Offline-to-Offline / Online-to-Online cover the matrix exhaustively", "confidence": 82 } ], "page_number": 19 } ], "slides_seen": 19, "deck_summary": "Strong Storymakers alignment: action titles throughout, a Consultant's Gambit arc with clean beats, callback structure (p9<->p18), and a MECE tools synthesis to close. Where it under-indexes is on emotional story moments — only p16 uses voice-of-customer; the rest leans on data-density.", "secondary_arcs": [ { "id": 11, "slug": "triple-take", "beats": [ { "name": "The Facts (What)", "end_page": 8, "evidence": "Market sizing, consumer profile, channel & pathway data", "position": 1, "start_page": 1 }, { "name": "The Implications (So What)", "end_page": 17, "evidence": "Six trends re-defining luxury digital, each evidenced", "position": 2, "start_page": 9 }, { "name": "The Action (Now What)", "end_page": 19, "evidence": "Trend recap + tools playbook on p19", "position": 3, "start_page": 18 } ], "evidence": "Deck splits cleanly into Facts (p3-8 market data), Implications (p9-17 trend insights), Action (p18-19 tools playbook).", "confidence": 65 } ], "images_inspected": 9, "slide_frameworks": [ { "frameworks": [ { "name": "Customer Journey Map", "slug": "customer-journey-map", "evidence": "Six labeled stages: Discovery -> Research -> Purchase -> Payment -> Delivery -> After sales", "confidence": 85 } ], "page_number": 7 }, { "frameworks": [ { "name": "Maturity Model", "slug": "maturity-model", "evidence": "Three named stages: Traditional Luxury -> Digital Luxury 1.0 -> Digital Luxury 2.0", "confidence": 80 } ], "page_number": 8 }, { "frameworks": [ { "name": "Waterfall Chart", "slug": "waterfall-chart", "evidence": "Sequential bars decomposing 100% pathway mix into ROPO components", "confidence": 90 }, { "name": "ROPO (Research Online, Purchase Offline)", "slug": "ropo", "evidence": "Title and footnote name the framework explicitly", "confidence": 88 } ], "page_number": 14 }, { "frameworks": [ { "name": "Channel Benchmark Matrix", "slug": "channel-benchmark-matrix", "evidence": "Six e-commerce channel types compared across China vs DE/US/UK", "confidence": 70 } ], "page_number": 17 }, { "frameworks": [ { "name": "O2O Tools Matrix", "slug": "o2o-tools-matrix", "evidence": "Three columns labelled Online-to-Offline, Offline-to-Offline, Online-to-Online", "confidence": 85 } ], "page_number": 19 } ] }, "matchedAt": "2026-04-26 21:31:10+00", "slidesSeen": 19, "deckSummary": "Strong Storymakers alignment: action titles throughout, a Consultant's Gambit arc with clean beats, callback structure (p9<->p18), and a MECE tools synthesis to close. Where it under-indexes is on emotional story moments — only p16 uses voice-of-customer; the rest leans on data-density.", "imagesInspected": 9, "extractionSeconds": 363.15665 }, "score": { "backend": "codex", "scoredAt": "2026-05-02 12:42:49.991+00", "subScores": { "scqa_arc": 60, "action_titles": 76, "mece_structure": 57, "closing_strength": 38, "evidence_quality": 82, "clarity_of_thesis": 64, "production_quality": 61, "visual_storytelling": 75 }, "totalScore": 64, "coveragePct": 100, "explanations": { "scqa_arc": "Slides 3-6 establish the situation, slides 7-8 introduce fragmented and shifting pathways, and slides 9-19 imply the answer, but the question and recommendation are never made explicit.", "action_titles": "Most titles are insight-bearing, although several are awkward fragments or labels; example: slide 5, \"Over 50% of luxury consumers live beyond top 15 cities.\"", "mece_structure": "The deck has a plausible flow from market opportunity to consumer profile to digital channels and tools, but the trend/channel sections overlap and slides 9 and 18 repeat the same six-trends frame.", "closing_strength": "Slide 19 closes with a broad tool framework rather than a clear recommendation, owner-backed next steps, implementation path, or call to action.", "evidence_quality": "Most claims are supported by Tencent/BCG study data, charts, metrics, TGI tables, ROPO percentages, KOL engagement data, and qualitative quotes, especially slides 2-17.", "clarity_of_thesis": "The thesis emerges across slides 3-8 as China luxury growth shifting toward digital/mobile behavior, but the first five slides do not state a full declarative answer or playbook recommendation.", "production_quality": "Action-title density and source footnotes are strong, but production quality is held back by overcrowding, repeated trend pages, awkward wording, and inconsistent Bain versus BCG attribution in the inventory.", "visual_storytelling": "The deck generally matches message to format with bars, maps, Sankey, waterfall charts, journey diagrams, and matrices, though slides 12-16 are described as dense or overcrowded." }, "slidesAnalyzed": 19 }, "review": { "backend": null, "verdict": "Evidence-rich trend primer with strong stat-titles in the middle but no resolution act — use slides 3-5 and 10-17 as examples of action-title craft, not the deck's overall structure.", "reviewedAt": "2026-04-24 14:24:29+00", "slidesSeen": 19, "suggestions": [ "Add a slide 2 or 3 that leads with the answer — e.g., 'To win in China luxury, brands must shift budget to mobile super-apps, lower-tier clusters, and KOL/BOA content' — so the analysis becomes evidence for a stated claim.", "Replace the duplicate p.18 divider with a 'Recommendations' slide: 3-5 prioritized actions tied back to the 6 trends, with owner/timeline.", "Convert p.19's tools framework into a decision matrix ('when to use which tool by segment/tier') so it closes as prescription, not inventory." ], "closingScore": 32, "openingScore": 70, "topStrengths": [ "Strong stat-led action titles throughout the middle (p.5, p.10, p.14, p.15) that each carry a single insight", "Early stakes-setting on p.3 with '70% of global growth' callout anchors why the reader should care", "Callouts on p.12 and p.16 add nuance beyond the headline (e.g., 'top KOLs have widest reach but are not necessarily liked by your target consumer')" ], "topWeaknesses": [ "No recommendation/next-steps slide — deck ends on a tools inventory (p.19) instead of a call to action", "Section divider duplicated verbatim on p.9 and p.18 ('6 trends re-defining the rule of game') signals a structural repeat rather than a closing pillar", "Thesis is never stated up front; the reader has to infer the playbook from the accumulation of trend slides" ], "narrativeScore": 58, "pillarCritique": "The '6 trends' title on p.9 functions as the only divider, but the following slides (p.10-17) don't visibly map 1:1 to six enumerated pillars, and p.18 duplicates the same divider at the end — so the structure reads as a topic dump dressed as MECE rather than a true pillar spine.", "closingCritique": "The close repeats the p.9 section-divider title verbatim on p.18 ('6 trends re-defining the rule of game') and ends on a generic tools framework (p.19), with zero recommendations, prioritization, or next steps for a brand.", "openingCritique": "Stakes land fast: p.3 delivers '70% of global growth' as a hook and p.4 reframes the buyer ('younger, more female') — but the deck never states a thesis or answer up front, so the reader knows the market matters without knowing what the deck will argue.", "extractionSeconds": 66.70762, "narrativeCritique": "The deck has a clean setup (market sizing, consumer profile) and a rich analytical middle (6 trends, channels, ROPO), but the resolution act is missing — it ends on a tools overview instead of 'so what should brands do'. Classic analytical-dump arc: S->C->A with no R.", "titleQualityScore": 76, "titleQualityCritique": "Most titles are declarative and insight-bearing — 'Over 50% of luxury consumers live beyond top 15 cities' (p.5) and 'ROPO is the dominant purchase pathway' (p.14) are textbook action titles. 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