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  "docSlug": "3948959661e672e4",
  "documentTitle": "Leading Online Shoppers Finish Line",
  "authorId": "BCG",
  "authorName": "BCG",
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  "nDataPoints": 40,
  "notes": "Contains two distinct exhibits (15 and 16) on one page.",
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      "kind": "callout",
      "text": "Multivariate regression shows that Shop Pay availability increases conversion for all stores.",
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      "kind": "chart",
      "text": "Total monthly unique visitors by AOV grouping",
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      "kind": "chart",
      "text": "Conversion rate of sellers that offer Shop Pay vs those that do not (%)",
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      "kind": "chart",
      "text": "AOV by store size ($)",
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      "kind": "chart",
      "text": "Proportion of stores with or without Shop Pay grouped by AOV (%)",
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      "kind": "chart",
      "text": "Conversion uplift when using Shop Pay grouped by AOV (%)",
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        "y": 0.88
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      "kind": "disclaimer",
      "text": "Sources: Internal Shopify data; BCG analysis. Note: AOV = average order value.",
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      "kind": "disclaimer",
      "text": "Sources: Internal Shopify data; BCG analysis. Note: Results are significant at 0.05 level with robust standard errors. AOV = average order value.",
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      "kind": "metric",
      "text": "Conversion lift: 5%",
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      "kind": "title",
      "text": "Exhibit 16 - Buy Now, Pay Later Increases Traffic and Spending for Stores with Higher Revenues and Average Order Values",
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      "kind": "title",
      "text": "Exhibit 15 - Shop Pay Realizes an Average Conversion Lift of Approximately 5% on the Lower Funnel When Present",
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  "metrics": [
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      "actionTitle": "Shop Pay Realizes an Average Conversion Lift of Approximately 5% on the Lower Funnel When Present",
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      "agent": "Architect",
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      "evidence": "Title delivers the +5% Shop Pay finding directly.",
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      "evidence": "Multivariate regression result annotated on chart.",
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      "name": "Credibility Transfer",
      "slug": "credibility-transfer",
      "agent": "Storyteller",
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      "matchId": "019dd95a-13ee-7068-978f-bbfd988580c0",
      "evidence": "Borrows authority of Shopify-owned Shop Pay brand.",
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      "evidence": "Per-area exhibits 10-20 + Platforms divider with build-vs-buy hypothesis test.",
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      "evidence": "Payments intro -> +50% with vs without -> Shop Pay specific +5% lift.",
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      "objective": "Quantify uplift from offering accelerated payments vs guest checkout",
      "structure": "The Old Way (Pain) -> The Moment of Change -> The New Way (Glory) -> The Measurable Delta",
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