# RFP.ai: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/rfp-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [RFP response software](https://www.gane.ai/index/gtm/sales/rfp-response-software/index.md) | 2% | 9 | 0% | 9 |

## What the models said for it

- "Best budget-conscious starting point: RFP.ai" (GPT-6 Luna, RFP response)
- "Other options to consider are 1up, RFP.ai, and Presel, which offer free plans or flexible pricing." (Llama 4 Maverick, RFP response)
- "Explore RFP.ai or Inventive.ai if you want to leverage the latest generative AI trends." (Qwen 3.7 Flash, RFP response)
- "Flexible RFP response with AI answers, review workflows and one-time packs. 7-day trial." (Muse Glimmer 30B, RFP response)

## 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 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named RFP.ai, from 17 of the 17 answers that named it (only the models that return a source list).

### Domains cited

- itechguides.com: 12
- deeprfp.com: 10
- softwareadvice.com: 10
- g2.com: 9
- rfp.ai: 7
- capterra.com: 6
- getapp.com: 6
- techtarget.com: 6
- breezedocs.ai: 5
- guideflow.com: 5

### Pages cited

- https://itechguides.com/best/rfp-response-software: 12
- https://deeprfp.com/blog/best-rfp-tools-comparison: 9
- https://softwareadvice.com/rfp: 9
- https://techtarget.com/news/The-top-10-RFP-response-software/848889: 6
- https://getapp.com/operations-management-software/rfp: 5
- https://guideflow.com/blog/rfp-software: 5
- https://rfp.ai/compare/ai-rfp-software: 4
- https://thedigitalprojectmanager.com/tools/best-rfp-software-reviewed: 4

## 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.