# QorusDocs: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 3 categories by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/qorusdocs

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [RFP response software](https://www.gane.ai/index/gtm/sales/rfp-response-software/index.md) | 0% | 20 | 0% | 7 |
| [Proposal software](https://www.gane.ai/index/gtm/revops/proposal-software/index.md) | 0% | 48 | 0% | 1 |
| [Value selling tools](https://www.gane.ai/index/gtm/sales/value-selling-tools/index.md) | 0% | 65 | 0% | 1 |

## What the models said for it

- "4. QorusDocs ⭐ 4.4/5 - Best for: Legal, AEC, professional services, and technology teams using Microsoft 365" (GLM 4.7 FlashX, RFP response)
- "If you're in a document-heavy enterprise already using Microsoft tools: consider QorusDocs." (GPT-5.4 mini, RFP response)
- "Professional services on Microsoft 365 → QorusDocs" (DeepSeek V4 Flash, RFP response)
- "Best for Microsoft Ecosystem: QorusDocs" (Gemini 3.5 Flash, 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 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named QorusDocs, from 30 of the 34 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 15
- qorusdocs.com: 14 (its own site)
- responsive.io: 14
- loopio.com: 11
- softwareadvice.com: 10
- capterra.com: 8
- arphie.ai: 6
- autorfp.ai: 6
- equatorstudios.com: 6
- getaccept.com: 6

### Pages cited

- https://qorusdocs.com/compare: 9
- https://arphie.ai/blog/top-5-rfp-tools-for-streamlining-your-proposal-process: 6
- https://equatorstudios.com/software-for-engineering-proposals: 6
- https://g2.com/categories/proposal: 6
- https://responsive.io/wp-content/uploads/2025/01/G2CR_GR1129_Responsive_Grid_Report_Enterprise_Proposal_Winter_2025_V1.pdf: 5
- https://guideflow.com/blog/rfp-software: 4
- https://loopio.com/blog/best-ai-software-rfp-responses: 4
- https://responsive.io/blog/best-proposal-software-comparison: 4

## In its own words

What QorusDocs's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI-Powered Proposal Management Software (https://qorusdocs.com/)
- For: Built for professional services teams (https://qorusdocs.com/)
- Price stated: QorusDocs pricing is not published on the website (https://www.qorusdocs.com/pricing)
- Free plan or trial: QorusDocs does not offer a self-serve free trial (https://www.qorusdocs.com/pricing)
- Certifications: SOC 2 Type II, GDPR
- Customers named: WSP

## What it publishes

Every page qorusdocs.com exposes, read 2026-09-29: 356 addresses. By kind, pages and the last 90 days:

- blog: 181 pages, 9 in the last 90 days, latest 2026-09-14
- case study: 23 pages, 0 in the last 90 days, latest 2026-05-04
- webinar or virtual event: 6 pages, 0 in the last 90 days, latest 2026-03-12
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 32 pages, 2 in the last 90 days, latest 2026-09-11
- comparison: 6 pages, 1 in the last 90 days, latest 2026-08-17
- template or tool: 3 pages, 0 in the last 90 days, latest 2026-06-08
- glossary or explainer: 5 pages, 1 in the last 90 days, latest 2026-08-31
- podcast or video: 16 pages, 2 in the last 90 days, latest 2026-08-24
- news or press: 43 pages, 0 in the last 90 days, latest 2026-06-30
- Recent: 2026-09-14 blog: Qorusdocs vs. responsive which proposal platform is right for your team https://www.qorusdocs.com/blog/qorusdocs-vs.-responsive-which-proposal-platform-is-right-for-your-team
- Recent: 2026-09-11 report or ebook: The connected pitch how law firms are winning more repeat business https://www.qorusdocs.com/resources/ebooks/the-connected-pitch-how-law-firms-are-winning-more-repeat-business
- Recent: 2026-09-08 blog: Ai proposal management workflows 5 practical ways to use ai in proposals https://www.qorusdocs.com/blog/ai-proposal-management-workflows-5-practical-ways-to-use-ai-in-proposals
- Recent: 2026-08-31 glossary or explainer: What is agentic ai for proposal management https://www.qorusdocs.com/blog/what-is-agentic-ai-for-proposal-management
- Recent: 2026-08-24 blog: How law firms can use ai in business development https://www.qorusdocs.com/blog/how-law-firms-can-use-ai-in-business-development
- Recent: 2026-08-24 podcast or video: How to use ai in proposal management 5 practical workflows https://www.qorusdocs.com/resources/videos/how-to-use-ai-in-proposal-management-5-practical-workflows

## 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.