# Keelvar: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/finance/vendors/keelvar

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Strategic sourcing](https://www.gane.ai/index/finance/spend/strategic-sourcing/index.md) | 0% | 50 | 20% | 5 |

## What the models said for it

- "Keelvar uses autonomous bots to launch, monitor, and close bids automatically" (Qwen 3.7 Flash, Strategic sourcing)

## And against it

- "powerful, but generally more suitable for larger budgets or enterprise use" (GPT-5.4 mini, Strategic sourcing)

## 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 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| 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 Keelvar, from 22 of the 26 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 12
- guideflow.com: 10
- keelvar.com: 10 (its own site)
- ivalua.com: 8
- softwaresuggest.com: 8
- softwareadvice.com: 7
- spendflo.com: 7
- tropicapp.io: 6
- jaggaer.com: 5
- procurementvms.com: 5

### Pages cited

- https://softwaresuggest.com/strategic-sourcing-software: 8
- https://guideflow.com/blog/sourcing-software: 6
- https://guideflow.com/blog/strategic-sourcing-software: 6
- https://keelvar.com/knowledge-hub/esourcing-software: 6
- https://softwareadvice.com/scm/strategic-sourcing-software-comparison: 6
- https://spendflo.com/blog/strategic-sourcing-platforms: 6
- https://tropicapp.io/blog/strategic-sourcing-software: 6
- https://g2.com/categories/strategic-sourcing: 5

## In its own words

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

- Positioning: AI-Native Agentic Sourcing Software (https://keelvar.com/)
- For: procurement team (https://keelvar.com/)
- Certifications: ISO 27001, ISO 27701, GDPR, CCPA
- Hosting: Worldwide, Europe/US
- Customers named: Coca-Cola, Siemens, ExxonMobil, Samsung, Mars, Novartis, KK Wind Solutions, CJLA

## What it publishes

Every page keelvar.com exposes, read 2026-09-29: 799 addresses. By kind, pages and the last 90 days:

- blog: 218 pages, 0 in the last 90 days, latest undated
- case study: 19 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 97 pages, 0 in the last 90 days, latest undated
- conference or event: 11 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 5 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 5 pages, 0 in the last 90 days, latest undated
- podcast or video: 71 pages, 0 in the last 90 days, latest undated
- news or press: 124 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.