# People.ai: how AI models rank it, October 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| SaaS metrics and analytics | 0% | 23 | 0% | 2 |

## What the models said for it

- "Choose People.ai if your ARR forecasting is unreliable due to poor data hygiene" (Qwen 3.7 Flash, SaaS metrics)
- "best for mid-market to enterprise teams with CRM hygiene gaps" (Mistral Small, SaaS metrics)

## Movement since September 2026

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

- SaaS metrics and analytics: 0% to 0%, ±0. New · not ranked in September 2026 · rank 23 of 78.

## 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.