# Pepperi: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/pepperi

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Field sales tools](https://www.gane.ai/index/gtm/sales/field-sales-tools/index.md) | 0% | 50 | 0% | 1 |
| [Order management systems](https://www.gane.ai/index/gtm/revops/order-management-systems/index.md) | 0% | 72 | 0% | 1 |

## What the models said for it

- "Strong for consumer-goods brands needing B2B commerce + mobile rep apps." (Kimi K2, Order management)
- "for wholesale ordering, Pepperi" (GPT-6 Luna, Field sales)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Pepperi, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- spotio.com: 5
- softwareadvice.com: 4
- badgermapping.com: 3
- capterra.com: 2
- cin7.com: 2
- g2.com: 2
- mapmycustomers.com: 2
- ordoro.com: 2
- pepperi.com: 2 (its own site)
- repsly.com: 2

### Pages cited

- https://cin7.com/blog/best-order-management-software: 2
- https://g2.com/categories/field-sales/enterprise: 2
- https://mapmycustomers.com/blog/best-field-sales-software: 2
- https://ordoro.com/b2b-order-management-software: 2
- https://pepperi.com/why-pepperi: 2
- https://salesforce.com/sales/mapping-software: 2
- https://salesrabbit.com/field-sales-platform: 2
- https://softwareadvice.com/scm/order-management-system-comparison: 2

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.