# Ivalua: how AI models rank it, November 2026

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

## 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% | 39 | 0% | 1 |

## What the models said for it

- "For procurement & S2P: Ivalua, Coupa CLM." (GLM 4.7 FlashX, 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 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 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 Ivalua, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- ironcladapp.com: 3
- bindlegal.com: 2
- docusign.com: 2
- forrester.com: 2
- g2.com: 2
- gartner.com: 2
- ivalua.com: 2 (its own site)
- mydock365.com: 2
- oneflow.com: 2
- agiloft.com: 1

### Pages cited

- https://bindlegal.com/resources/guides/clm-market-report-gartner-forrester: 2
- https://gartner.com/en/documents/7159730: 2
- https://ironcladapp.com/journal/contract-management/best-contract-management-tools: 2
- https://ivalua.com/blog/best-contract-lifecycle-management-software: 2
- https://oneflow.com/blog/contract-lifecycle-management-software: 2
- https://agiloft.com/posts/the-2025-gartner-magic-quadrant-for-clm: 1
- https://aline.co/post/best-clm-software: 1
- https://aline.co/post/enterprise-clm-software: 1

## In its own words

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

- Positioning: AI-powered procurement software for complete spend & supplier management on a unified source-to-pay platform (https://ivalua.com/)
- For: procurement (https://ivalua.com/)

## What it publishes

Every page ivalua.com exposes, read 2026-09-29: 2541 addresses. By kind, pages and the last 90 days:

- blog: 529 pages, 34 in the last 90 days, latest 2026-09-28
- case study: 122 pages, 2 in the last 90 days, latest 2026-09-02
- webinar or virtual event: 8 pages, 0 in the last 90 days, latest 2020-04-15
- conference or event: 3 pages, 0 in the last 90 days, latest 2019-06-13
- report or ebook: 10 pages, 0 in the last 90 days, latest undated
- comparison: 12 pages, 1 in the last 90 days, latest 2026-08-10
- glossary or explainer: 564 pages, 0 in the last 90 days, latest 2026-06-30
- podcast or video: 202 pages, 8 in the last 90 days, latest 2026-09-15
- news or press: 663 pages, 10 in the last 90 days, latest 2026-09-25
- Recent: 2026-09-28 blog: Procure to pay process https://www.ivalua.com/blog/procure-to-pay-process/
- Recent: 2026-09-25 blog: Best procurement software https://www.ivalua.com/blog/best-procurement-software
- Recent: 2026-09-25 news or press: Ivalua recognized for employee happiness perks and work life balance https://www.ivalua.com/press-releases/ivalua-recognized-for-employee-happiness-perks-and-work-life-balance
- Recent: 2026-09-22 news or press: Ivalua named a leader in the idc marketscape worldwide ai enabled direct spend https://www.ivalua.com/press-releases/ivalua-named-a-leader-in-the-idc-marketscape-worldwide-ai-enabled-direct-spend
- Recent: 2026-09-15 blog: Vendor risk assessment https://www.ivalua.com/blog/vendor-risk-assessment
- Recent: 2026-09-15 podcast or video: Season 3 ep 14 should procurement be looking for savings feat roberto fabris https://www.ivalua.com/podcast/season-3-ep-14-should-procurement-be-looking-for-savings-feat-roberto-fabris

## 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.