คาดการณ์ Hospitality

AI adoption: Accommodation & food services

7.67% (2023-06-01) → 7.1% (2023-07-01) → 8.19% (2023-08-01) → 9.5% (2023-09-01) → 11.83% (2023-10-01) → 11.52% (2023-11-01) → 12.94% (2023-12-01) → 13.22% (2024-01-01) → 14.45% (2024-02-01) → 14.69% (2024-03-01) → 14.64% (2024-04-01) → 14.79% (2024-05-01) → 14.23% (2024-06-01) → 14.13% (2024-07-01) → 14.24% (2024-08-01) → 15.51% (2024-09-01) → 16.29% (2024-10-01) → 17.17% (2024-11-01) → 17.16% (2024-12-01) → 17.61% (2025-01-01) → 17.74% (2025-02-01) → 18.74% (2025-03-01) → 19.68% (2025-04-01) → 19.69% (2025-05-01) → 21.05% (2025-06-01) → 21.79% (2025-07-01) → 21.84% (2025-08-01) → 22.81% (2025-09-01) → 23.43% (2025-10-01) → 24.22% (2025-11-01) → 24.95% (2025-12-01) → 25.98% (2026-01-01) → 26.31% (2026-02-01) → 28.79% (2026-03-01) → 28.39% (2026-04-01) → 30.15% (2026-05-01) → 30.19% (2026-06-01) → 31.5% (2026-07-01) → 32.58% (2026-08-01) → 32.98% (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, Accommodation & food services (FRED RAMPAIHOSPITALITY)
• Ramp AI adoption, overall (FRED RAMPAIALL)