# Ironclad: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 54 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/ironclad

## 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) | 18% | 2 | 26% | 54 |

## What the models said for it

- "Recognized as a leader in both enterprise and mid-market segments, Ironclad is praised for its AI-powered contract review, workflow automation, and contract repository." (Mistral Small, CLM)
- "Choose Ironclad if you want high cross-functional adoption (Sales, Legal, HR), intuitive workflow design, and smooth browser-native redlining." (Gemini 3.5 Flash, CLM)
- "Best Overall: Ironclad ... Start with Ironclad if you want the best balance of modern UX, fast deployment, and proven mid-market fit" (Kimi K2, CLM)
- "If you want the most widely adopted mid-market solution with strong workflows and integration, Ironclad is a top pick." (Mistral Small, CLM)

## And against it

- "Avoid enterprise solutions – Platforms like DocuSign CLM, Ironclad, or Icertis start at much higher price points" (Kimi K2, CLM)
- "Avoid enterprise-focused products such as Ironclad or DocuSign CLM" (Perplexity Sonar, CLM)
- "Avoid enterprise platforms like Ironclad, Icertis, or Agiloft" (DeepSeek V4 Flash, CLM)
- "Enterprise platforms (like Ironclad, DocuSign CLM, or Agiloft) often cost tens of thousands of dollars per year plus hefty implementation fees." (Gemini 3.5 Flash, CLM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 2 | 4 |
| GPT-5.4 mini | 1 | 1 | 2 | 1 | 5 |
| Gemini 3.5 Flash | 2 | 1 | 2 | 1 | 6 |
| Perplexity Sonar | 1 | 2 | 0 | 2 | 5 |
| Grok 4.20 | 2 | 1 | 1 | 1 | 5 |
| Mistral Small | 2 | 0 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 1 | 4 |
| Kimi K2 | 1 | 1 | 0 | 2 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 1 | 2 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 2 | 1 | 0 | 0 | 3 |
| Muse Glimmer 30B | 2 | 1 | 0 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Ironclad, from 137 of the 150 answers that named it (only the models that return a source list).

### Domains cited

- bindlegal.com: 52
- concord.app: 49
- g2.com: 45
- ciopages.com: 37
- ironcladapp.com: 36 (its own site)
- spotdraft.com: 36
- oneflow.com: 35
- contractsafe.com: 33
- aline.co: 30
- sirion.ai: 30

### Pages cited

- https://ciopages.com/buyer-guides/contract-lifecycle-management: 37
- https://oneflow.com/blog/contract-lifecycle-management-software: 33
- https://contractsafe.com/blog/best-contract-management-software: 21
- https://spotdraft.com/blog/best-contract-lifecycle-management-software: 20
- https://concord.app/blog/clm-pricing-exposed-real-costs-hidden-fees-vendor-quotes: 19
- https://concord.app/blog/contract-lifecycle-management-software: 17
- https://techfundingnews.com/9-best-contract-lifecycle-management-platforms-for-procurement-teams-2026: 17
- https://pandadoc.com/blog/best-contract-management-software: 16

## In its own words

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

- Positioning: AI Contract Lifecycle Management Software (https://ironcladapp.com/)
- For: enterprise business teams (https://ironcladapp.com/)
- Price stated: Get a tailored quote based on what you need today and where you’re going next. (https://ironcladapp.com/pricing)
- Free plan or trial: Get a free demo. (https://ironcladapp.com/security)
- Certifications: GDPR, HIPAA, SOC 1 Type II, SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018
- Hosting: US-hosted Google Cloud Platform, multiple zones, multiple data center regions
- Customers named: Heineken, Benjamin Moore, Hormel, Rodan + Fields, Gong, Rippling, Demostack, Orangetheory

## What it publishes

Every page ironcladapp.com exposes, read 2026-09-29: 1224 addresses. By kind, pages and the last 90 days:

- blog: 265 pages, 32 in the last 90 days, latest 2026-09-25
- case study: 56 pages, 2 in the last 90 days, latest 2026-09-03
- webinar or virtual event: 100 pages, 1 in the last 90 days, latest 2026-09-23
- conference or event: 3 pages, 0 in the last 90 days, latest 2025-10-31
- report or ebook: 34 pages, 2 in the last 90 days, latest 2026-07-06
- comparison: 32 pages, 2 in the last 90 days, latest 2026-09-02
- template or tool: 1 pages, 0 in the last 90 days, latest 2026-02-12
- glossary or explainer: 190 pages, 8 in the last 90 days, latest 2026-09-28
- news or press: 3 pages, 0 in the last 90 days, latest 2025-04-21
- Recent: 2026-09-28 glossary or explainer: What is an electronic contract https://ironcladapp.com/journal/contracts/what-is-an-electronic-contract
- Recent: 2026-09-25 blog: Service contract templates types clauses and best practices https://ironcladapp.com/resources/articles/service-contract-templates-types-clauses-and-best-practices
- Recent: 2026-09-23 blog: How to negotiate contract terms https://ironcladapp.com/resources/articles/how-to-negotiate-contract-terms
- Recent: 2026-09-23 webinar or virtual event: Legal ai program https://ironcladapp.com/resources/webinars/legal-ai-program
- Recent: 2026-09-18 blog: Nda clause negotiation practical guide for legal teams https://ironcladapp.com/resources/articles/nda-clause-negotiation-practical-guide-for-legal-teams
- Recent: 2026-09-18 blog: Want to close deals faster add clm to your tech stack https://ironcladapp.com/resources/articles/want-to-close-deals-faster-add-clm-to-your-tech-stack

## 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.