{
  "schema_version": "1.1",
  "id": "mckinsey-genai-marketing-productivity-5-15-percent",
  "slug": "mckinsey-genai-marketing-productivity-5-15-percent",
  "url": "https://groundedkit.com/claims/mckinsey-genai-marketing-productivity-5-15-percent/",
  "api_url": "https://groundedkit.com/api/claims/mckinsey-genai-marketing-productivity-5-15-percent.json",
  "claim": "Generative AI could raise marketing productivity by 5–15% of total marketing spend (McKinsey)",
  "commonly_cited_as": "\"AI can boost marketing productivity by up to 15%\"",
  "verdict": "verified",
  "verdict_definition": "Primary source found; it says the same thing, the scope matches, and it is reasonably current.",
  "confidence": "medium",
  "rating": {
    "value": 5,
    "best": 5,
    "worst": 1
  },
  "origin": {
    "publisher": "McKinsey & Company",
    "title": "The economic potential of generative AI: The next productivity frontier (June 14, 2023)",
    "year": "2023"
  },
  "quote": "We estimate that generative AI could increase the productivity of the marketing function with a value between 5 and 15 percent of total marketing spending.",
  "method": "Modelled estimate from McKinsey's use-case database and expert input; no field measurement.",
  "drift": [
    "Type: potential value, not an observed result",
    "Context: about 75% of the total value sits in four functions, including marketing and sales"
  ],
  "interest": "McKinsey sells AI and digital-transformation consulting (QuantumBlack).",
  "safe_rephrasing": "McKinsey estimated in 2023 that generative AI could add productivity worth 5–15% of total marketing spend; it is a model, not a measured gain.",
  "sources": [
    {
      "title": "McKinsey — The economic potential of generative AI (2023)",
      "url": "https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier",
      "primary": true
    }
  ],
  "kind": "stat_check",
  "as_of": "Estimate published June 14, 2023",
  "last_checked": "2026-10-16",
  "stale": false,
  "date_reviewed": "2026-10-16",
  "license": "CC BY 4.0",
  "license_url": "https://creativecommons.org/licenses/by/4.0/"
}