# GEP SMART: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/hr/vendors/gep-smart

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contingent workforce management](https://www.gane.ai/index/hr/planning/contingent-workforce-management/index.md) | 0% | 40 | 0% | 2 |
| [Recruiting CRM and sourcing](https://www.gane.ai/index/hr/talent/recruiting-crm-and-sourcing/index.md) | 0% | 83 | 100% | 1 |

## And against it

- "such as SAP Ariba, Coupa, and GEP SMART. These systems are often described as overly complex" (Mistral Small, Recruiting CRM)

## 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 | 0 | 1 | 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 | 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named GEP SMART, from 20 of the 20 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 6
- bestrecruitingtools.com: 5
- guideflow.com: 5
- mindsprint.com: 5
- hiretruffle.com: 4
- hrtechsaas.com: 4
- ivalua.com: 4
- jaggaer.com: 4
- linkedin.com: 4
- zapro.ai: 4

### Pages cited

- https://bestrecruitingtools.com/blog/vendor-management-system-vms-software-enterprise-2026: 5
- https://www.gane.ai/index/finance/spend/strategic-sourcing/smb: 5
- https://guideflow.com/blog/sourcing-software: 5
- https://hiretruffle.com/blog/sourcing-tools-for-recruiters: 4
- https://hrtechsaas.com/blog/best-vendor-management-system-contingent-workforce: 4
- https://mindsprint.com/resources/blogs/b2b-procurement-platform: 4
- https://mindsprint.com/resources/blogs/source-to-pay-software: 4
- https://aihratlas.com/categories/contingent-workforce-management: 3

## In its own words

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

- Positioning: our AI-powered, cloud-native procurement platform (https://www.gep.com/gep-smart-voluntary-product-accessibility-templates)
- For: Mosaic, an Acosta company and one of the fast-growing sales & marketing agencies in North America (https://www.gep.com/newsroom/mosaic-smart-by-gep)
- Price stated: no cost (https://www.gep.com/newsroom/spend-matters-assesses-smart-by-gep)
- Free plan or trial: A summary report is available to sourcing, procurement and supply chain professionals for review at no cost (https://www.gep.com/newsroom/spend-matters-assesses-smart-by-gep)
- Certifications: WCAG
- Customers named: Mosaic, Royal London

## Record

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