# Found: how AI models rank it, September 2026

Finance AI Recommendation Index, September 2026 Edition. Named in 9 judge labels across 2 categories by 7 of 12 models. Page: https://finance-ai-index.com/vendors/found/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Contractor payments | 2% | 18 | 0% | 1 |
| Business banking | 0% | 16 | 0% | 8 |

## What the models said for it

- "Found stands out as the best value since many core features are free, making it ideal for budget-conscious companies." (MiniMax M2.5, Contractor payments)
- "also good if your priority is $0 monthly fees and no minimum balance" (Perplexity Sonar, Business banking)
- "a fintech option like Found or Mercury is worth considering" (DeepSeek V4 Flash, Business banking)
- "Found if you want built-in bookkeeping and tax automation" (Kimi K2, Business banking)

## 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, September 2026 Edition, finance-ai-index.com.