# Proshort: 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/proshort

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Conversational intelligence and call recording](https://www.gane.ai/index/gtm/sales/conversation-intelligence/index.md) | 0% | 61 | 0% | 1 |
| [Revenue intelligence and forecasting](https://www.gane.ai/index/gtm/sales/revenue-intelligence-and-forecasting/index.md) | 0% | 56 | 0% | 1 |

## What the models said for it

- "Lower-risk alternatives: Avoma (budget-friendly 80% of Gong's value), Proshort (AI-led workflows)" (Grok 4.20, Revenue intel)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Proshort, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- proshort.ai: 3 (its own site)
- alpharun.com: 1
- avoma.com: 1
- aws.amazon.com: 1
- blog.9cv9.com: 1
- cloudtalk.io: 1
- cresta.com: 1
- dupple.com: 1
- frejun.com: 1
- fullcast.ai: 1

### Pages cited

- https://alpharun.com/blog/sales-coaching-software: 1
- https://avoma.com/avoma-vs-chorus: 1
- https://avoma.com/blog/best-chorus-alternatives: 1
- https://avoma.com/chorus-alternative: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-lgmuw6vybtvpo: 1
- https://blog.9cv9.com/top-10-best-call-recording-software-in-2025-a-complete-guide: 1
- https://cloudtalk.io/blog/best-conversation-intelligence-software: 1
- https://cresta.com/guides/best-conversation-intelligence-platforms: 1

## 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.