# Fresh Proposals: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/fresh-proposals

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Proposal software](https://www.gane.ai/index/gtm/revops/proposal-software/index.md) | 0% | 28 | 0% | 3 |

## 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 | 1 | 0 | 1 |
| 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 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Fresh Proposals, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- oneflow.com: 3
- softwareadvice.com: 3
- blog.pdffiller.com: 2
- ones.com: 2
- proposify.com: 2
- spotsaas.com: 2
- thedigitalprojectmanager.com: 2
- zapier.com: 2
- auravms.com: 1
- autorfp.ai: 1

### Pages cited

- https://softwareadvice.com/proposal-management: 3
- https://blog.pdffiller.com/best-proposal-software-small-business: 2
- https://zapier.com/blog/best-proposal-software: 2
- https://auravms.com/blogs/best-rfp-software-tools-procurement-teams-2026: 1
- https://autorfp.ai/blog/top-5-proposal-software-tools-for-closing-deals-faster: 1
- https://bidsparq.com/blog/rfp-management-software: 1
- https://blog.hubspot.com/agency/proposal-software: 1
- https://breezedocs.ai/posts/optimizing-rfp-responses-for-small-medium-sized-business-a-guide: 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.