# ContractZen: how AI models rank it, November 2026

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

## 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) | 0% | 73 | 33% | 3 |

## What the models said for it

- "ContractZen — Cheapest credible option" (DeepSeek V4 Flash, CLM)

## And against it

- "Do not buy these expecting full lifecycle management." (Perplexity Sonar, CLM)

## 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 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 ContractZen, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- bindlegal.com: 2
- contractsafe.com: 2
- growcrm.io: 2
- money.com: 2
- vaquill.ai: 2
- aidocx.ai: 1
- albato.com: 1
- apps365.com: 1
- capterra.com: 1
- ciopages.com: 1

### Pages cited

- https://bindlegal.com/resources/best-software/budget-clm-software: 2
- https://growcrm.io/2026/03/01/best-contract-management-software-for-small-businesses: 2
- https://money.com/best-contract-management-software: 2
- https://vaquill.ai/blog/cost-effective-clm-platforms-compared: 2
- https://aidocx.ai/en/blog/best-contract-management-software-2026: 1
- https://albato.com/blog/publications/best-contract-management-software: 1
- https://apps365.com/blog/contract-lifecycle-management-solutions: 1
- https://bindlegal.com/resources/best-software/best-clm-tools: 1

## What it publishes

Every page contra.agency exposes, read 2026-09-29: 165 addresses. By kind, pages and the last 90 days:

- blog: 69 pages, 0 in the last 90 days, latest undated
- comparison: 3 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated

## 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.