# Coupa CLM: 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/coupa-clm

## 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% | 24 | 0% | 3 |

## 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 Coupa CLM, from 8 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- forrester.com: 5
- ciopages.com: 4
- financesonline.com: 4
- theoremlegal.com: 4
- bindlegal.com: 3
- concord.app: 3
- contracko.com: 3
- docusign.com: 3
- ironcladapp.com: 3
- sirion.ai: 3

### Pages cited

- https://ciopages.com/buyer-guides/contract-lifecycle-management: 4
- https://forrester.com/report/the-contract-lifecycle-management-platforms-landscape-q3-2024/RES181426: 4
- https://theoremlegal.com/awards/2024: 4
- https://concord.app/blog/contract-lifecycle-management-software: 3
- https://theoremlegal.com/awards/2024/fall: 3
- https://bindlegal.com/resources/guides/clm-market-report-gartner-forrester: 2
- https://cio.economictimes.indiatimes.com/amp/tools/10-best-contract-lifecycle-management-software-for-enterprises/133403067: 2
- https://cobblestonesoftware.com/hubfs/Hackett%202024%20Report/The%20Hackett%20Group%20CLM%20Digital%20World%20Class%20Matrix%20-%20Licensed%20by%20CobbleStone.pdf: 2

## The company

Coupa; http://coupa.com; California, United States; founded 2006; public, COUP on Nasdaq. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: Take control end-to-end (https://coupa.com/)
- Certifications: SOC 1, SOC 2, PCI DSS, ISO 27001

## What it publishes

Every page coupa.com exposes, read 2026-09-29: 4007 addresses. By kind, pages and the last 90 days:

- blog: 924 pages, 0 in the last 90 days, latest undated
- case study: 10 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 9 pages, 0 in the last 90 days, latest undated
- conference or event: 111 pages, 0 in the last 90 days, latest undated
- report or ebook: 10 pages, 0 in the last 90 days, latest undated
- comparison: 7 pages, 0 in the last 90 days, latest undated
- template or tool: 7 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 10 pages, 0 in the last 90 days, latest undated
- podcast or video: 2 pages, 0 in the last 90 days, latest undated
- news or press: 526 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.