คาดการณ์ Retail

AI adoption: Retail trade

17.17% (2023-06-01) → 14.95% (2023-07-01) → 15.1% (2023-08-01) → 16.35% (2023-09-01) → 14.59% (2023-10-01) → 17.34% (2023-11-01) → 19.81% (2023-12-01) → 21.41% (2024-01-01) → 21.55% (2024-02-01) → 21% (2024-03-01) → 22% (2024-04-01) → 22.9% (2024-05-01) → 21.66% (2024-06-01) → 23.32% (2024-07-01) → 22.14% (2024-08-01) → 22.64% (2024-09-01) → 24.17% (2024-10-01) → 25.03% (2024-11-01) → 26.29% (2024-12-01) → 26.28% (2025-01-01) → 26.23% (2025-02-01) → 26.5% (2025-03-01) → 31.92% (2025-04-01) → 31.95% (2025-05-01) → 32.71% (2025-06-01) → 34.59% (2025-07-01) → 34.42% (2025-08-01) → 34.46% (2025-09-01) → 34.84% (2025-10-01) → 36.06% (2025-11-01) → 36.69% (2025-12-01) → 38.57% (2026-01-01) → 41.53% (2026-02-01) → 44.03% (2026-03-01) → 46.24% (2026-04-01) → 46.53% (2026-05-01) → 48.35% (2026-06-01) → 48.07% (2026-07-01) → 48.27% (2026-08-01) → 49.86% (2026-09-01) → 25.66% (2023-06-01) → 24.53% (2023-07-01) → 25.39% (2023-08-01) → 26.49% (2023-09-01) → 27.25% (2023-10-01) → 28.16% (2023-11-01) → 29.41% (2023-12-01) → 30.4% (2024-01-01) → 30.64% (2024-02-01) → 31.19% (2024-03-01) → 30.8% (2024-04-01) → 31.16% (2024-05-01) → 31.37% (2024-06-01) → 31.83% (2024-07-01) → 32.06% (2024-08-01) → 32.9% (2024-09-01) → 33.52% (2024-10-01) → 34.17% (2024-11-01) → 34.5% (2024-12-01) → 35.56% (2025-01-01) → 36.66% (2025-02-01) → 37.49% (2025-03-01) → 39% (2025-04-01) → 40.3% (2025-05-01) → 41.18% (2025-06-01) → 42.54% (2025-07-01) → 43.49% (2025-08-01) → 43.8% (2025-09-01) → 43.61% (2025-10-01) → 44.43% (2025-11-01) → 44.5% (2025-12-01) → 45.52% (2026-01-01) → 47.74% (2026-02-01) → 50.15% (2026-03-01) → 51.98% (2026-04-01) → 53.24% (2026-05-01) → 53.98% (2026-06-01) → 54.84% (2026-07-01) → 55.24% (2026-08-01) → 55.86% (2026-09-01)

Share of US businesses on Ramp with a payment for an AI product or service in the month.

• Ramp AI Index · 2026-10-25
• Ramp AI adoption, Retail trade (FRED RAMPAIRETAIL)
• Ramp AI adoption, overall (FRED RAMPAIALL)