# vllm.ai traffic

Rank **#157** among AI-product websites · survey 2026-07 · published 2026-08-01 · model `cal-v2`

- **Est. visits / month:** 13.9M (modeled estimate)
- **Uncertainty band:** 5.8M–33.3M
- **Trend vs previous window:** +988 rank spots

## Sources

| Source | Rank |
|---|---:|
| tranco | #20,028 |
| umbrella | #198,490 |
| majestic | #25,802 |

## 12-month rank series (lower is better)

| Window | Rank |
|---|---:|
| 2025-08 | #39,345 |
| 2025-09 | #34,704 |
| 2025-10 | #38,674 |
| 2025-11 | #37,795 |
| 2025-12 | #36,825 |
| 2026-01 | #27,074 |
| 2026-02 | #23,772 |
| 2026-03 | #23,543 |
| 2026-04 | #23,134 |
| 2026-05 | #21,782 |
| 2026-06 | #21,016 |
| 2026-07 | #20,028 |

Visits are modeled estimates calibrated from free public rank sources with visible uncertainty, not analytics exports. Missing data is shown as missing, never as zero. Methodology and integrity rules: https://tractionrank.com/integrity