{
  "title": "Paid AI adoption in Ramp’s business sample",
  "report_year": 2025,
  "period": "January 2023 to September 2025",
  "methodology": "Ramp observes spending in its customer base. The sample and definition differ from government surveys and are not representative of every US business. The 44% figure in the launch post rounds the 43.8% reported in the deck.",
  "source_deck": "https://docs.google.com/presentation/d/1xiLl0VdrlNMAei8pmaX4ojIOfej6lhvZbOIK7Z6C-Go/edit",
  "web_edition_date": "2026-10-10",
  "rows": [
    {
      "measure": "January 2023",
      "value": "5%",
      "definition": "Paid AI adoption",
      "printed_slide": 101,
      "pdf_page": 102,
      "source_url": "https://www.stateof.ai/State-of-AI-Report-2025.pdf#page=102"
    },
    {
      "measure": "September 2025",
      "value": "43.8%",
      "definition": "Paid AI adoption",
      "printed_slide": 101,
      "pdf_page": 102,
      "source_url": "https://www.stateof.ai/State-of-AI-Report-2025.pdf#page=102"
    },
    {
      "measure": "Underlying sample",
      "value": "45,000+ US businesses",
      "definition": "Card and bill-payment data",
      "printed_slide": 101,
      "pdf_page": 102,
      "source_url": "https://www.stateof.ai/State-of-AI-Report-2025.pdf#page=102"
    }
  ]
}