数字,附上出处。

Construction预测

Chronopin上的1项Construction预测：附出处的预测与数据，每项均注明发布方、日期和引文。

行业预测 · ConstructionAI adoption: Construction

Construction: 43.16% (2026-09 · 实际)
All US businesses: 55.86% (2026-09 · 实际)

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

来源

核查于 2026-10-28

AI adoption: Construction
6.71% (2023-06-01) → 6.85% (2023-07-01) → 8.1% (2023-08-01) → 8.58% (2023-09-01) → 8.72% (2023-10-01) → 9.31% (2023-11-01) → 10.02% (2023-12-01) → 10.12% (2024-01-01) → 11.44% (2024-02-01) → 11.52% (2024-03-01) → 11.79% (2024-04-01) → 13.24% (2024-05-01) → 13.8% (2024-06-01) → 13.27% (2024-07-01) → 13.54% (2024-08-01) → 14.14% (2024-09-01) → 15.45% (2024-10-01) → 15.65% (2024-11-01) → 16.4% (2024-12-01) → 18.06% (2025-01-01) → 19.27% (2025-02-01) → 20.49% (2025-03-01) → 21.27% (2025-04-01) → 23.28% (2025-05-01) → 24.44% (2025-06-01) → 27.26% (2025-07-01) → 29.09% (2025-08-01) → 29.58% (2025-09-01) → 29.3% (2025-10-01) → 30.32% (2025-11-01) → 30.03% (2025-12-01) → 31.26% (2026-01-01) → 31.94% (2026-02-01) → 35.08% (2026-03-01) → 37.1% (2026-04-01) → 38.64% (2026-05-01) → 39.94% (2026-06-01) → 40.91% (2026-07-01) → 41.24% (2026-08-01) → 43.16% (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.

AI adoption: Construction

6.71% (2023-06-01) → 6.85% (2023-07-01) → 8.1% (2023-08-01) → 8.58% (2023-09-01) → 8.72% (2023-10-01) → 9.31% (2023-11-01) → 10.02% (2023-12-01) → 10.12% (2024-01-01) → 11.44% (2024-02-01) → 11.52% (2024-03-01) → 11.79% (2024-04-01) → 13.24% (2024-05-01) → 13.8% (2024-06-01) → 13.27% (2024-07-01) → 13.54% (2024-08-01) → 14.14% (2024-09-01) → 15.45% (2024-10-01) → 15.65% (2024-11-01) → 16.4% (2024-12-01) → 18.06% (2025-01-01) → 19.27% (2025-02-01) → 20.49% (2025-03-01) → 21.27% (2025-04-01) → 23.28% (2025-05-01) → 24.44% (2025-06-01) → 27.26% (2025-07-01) → 29.09% (2025-08-01) → 29.58% (2025-09-01) → 29.3% (2025-10-01) → 30.32% (2025-11-01) → 30.03% (2025-12-01) → 31.26% (2026-01-01) → 31.94% (2026-02-01) → 35.08% (2026-03-01) → 37.1% (2026-04-01) → 38.64% (2026-05-01) → 39.94% (2026-06-01) → 40.91% (2026-07-01) → 41.24% (2026-08-01) → 43.16% (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.