# Certify: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 2 judge labels across 2 categories by 1 of 14 models. Page: https://finance-ai-index.com/vendors/certify/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Corporate travel management | 0% | 24 | 0% | 1 |
| Spend management platforms | 0% | 38 | 0% | 1 |

## What the models said for it

- "For companies prioritizing expense automation, Certify is worth considering" (Mistral Small, Corporate travel managem)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Corporate travel management: 0% to 0%, ±0. Inside the floor by 10 points · rank 31 → 24 of 61.
- Spend management platforms: 0% to 0%, ±0. Inside the floor by 10 points · rank 21 → 38 of 46.

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.