# Oneflow: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 19 judge labels across 3 categories by 8 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/oneflow

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contract lifecycle management and e-signature](https://www.gane.ai/index/gtm/revops/contract-lifecycle-management-and-e-signature/index.md) | 4% | 9 | 20% | 10 |
| [Proposal software](https://www.gane.ai/index/gtm/revops/proposal-software/index.md) | 0% | 17 | 0% | 5 |
| [RFP response software](https://www.gane.ai/index/gtm/sales/rfp-response-software/index.md) | 0% | 23 | 0% | 4 |

## What the models said for it

- "Oneflow would be the strongest default recommendation" (Perplexity Sonar, CLM)
- "Concord or Oneflow are top choices" (Mistral Small, CLM)
- "Excellent for interactive, real-time collaborative proposals... but less robust for heavy RFP management." (Grok 4.20, RFP response)
- "Stands out for its interactive proposal creation, real-time collaboration, and e-signature capabilities" (Mistral Small, RFP response)

## And against it

- "PandaDoc / Oneflow are positioned more as proposal / e-signature tools that include contract management" (Muse Glimmer 30B, CLM)
- "the software can be buggy, especially when dealing with formatting" (Claude Haiku 4.5, CLM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 1 | 3 | 0 | 5 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 1 | 2 | 1 | 0 | 4 |
| 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 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 2 | 1 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Oneflow, from 32 of the 32 answers that named it (only the models that return a source list).

### Domains cited

- oneflow.com: 24 (its own site)
- albato.com: 11
- capterra.com: 11
- softwareadvice.com: 11
- pandadoc.com: 10
- contractsafe.com: 9
- g2.com: 9
- concord.app: 8
- spotdraft.com: 8
- getapp.com: 7

### Pages cited

- https://oneflow.com/blog/contract-lifecycle-management-software: 12
- https://albato.com/blog/publications/best-contract-management-software: 8
- https://contractsafe.com/blog/best-contract-management-software: 7
- https://spotdraft.com/blog/best-contract-lifecycle-management-software: 7
- https://oneflow.com/blog/best-proposal-management-softwares: 6
- https://g2.com/categories/contract-lifecycle-management-clm/small-business: 5
- https://pandadoc.com/blog/best-contract-management-software: 5
- https://softwareadvice.com/contract-management: 5

## In its own words

What Oneflow's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AI Contract Lifecycle Management (https://oneflow.com/)
- For: Trusted by businesses of all sizes; departments include Sales, HR, Finance, Procurement, Ops, Legal (https://oneflow.com/)
- Price stated: Our entry-level plan includes 5 seats and starts at €250 per month, billed annually. (https://oneflow.com/)
- Starting price: 250 (https://oneflow.com/)
- Free plan or trial: Start free trial (https://oneflow.com/)
- Integrations claimed: 500 (https://oneflow.com/)
- Certifications: GDPR, eIDAS, ISO 27001, ISO 14001, ISO 9001
- Customers named: Windsteam, Puzzel, Sopra Steria, PrimeQ, Bisfront, Hedin Bil, Helthjem, Ants

## What it publishes

Every page oneflow.com exposes, read 2026-09-29: 159 addresses. By kind, pages and the last 90 days:

- blog: 13 pages, 0 in the last 90 days, latest 2025-11-03
- Recent: 2025-11-03 blog: Getting support shouldn t be so hard e4ead231 974a 4f7b b14e 7f62037f2b61 https://career.oneflow.com/posts/getting-support-shouldn-t-be-so-hard-e4ead231-974a-4f7b-b14e-7f62037f2b61
- Recent: 2025-09-25 blog: Rukshala s journey how openness to change sparked global growth https://career.oneflow.com/posts/rukshala-s-journey-how-openness-to-change-sparked-global-growth
- Recent: 2025-09-18 blog: Lessons in balance sorin s path through engineering and life https://career.oneflow.com/posts/lessons-in-balance-sorin-s-path-through-engineering-and-life
- Recent: 2025-07-02 blog: What i ve learned about the swedish saas summer https://career.oneflow.com/posts/what-i-ve-learned-about-the-swedish-saas-summer
- Recent: 2025-06-05 blog: Pride is a practice not a logo https://career.oneflow.com/posts/pride-is-a-practice-not-a-logo
- Recent: 2025-03-12 blog: Core values are forever until they aren t https://career.oneflow.com/posts/core-values-are-forever-until-they-aren-t

## 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.