# Struct PIM: 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/struct-pim

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Product information management](https://www.gane.ai/index/gtm/revops/product-information-management/index.md) | 0% | 69 | 0% | 1 |

## 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 | 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 Struct PIM, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 2
- elogic.co: 2
- research.isg-one.com: 2
- resources.rework.com: 2
- akeneo.com: 1
- alternativeto.net: 1
- brandquad.com: 1
- capterra.ca: 1
- capterra.co.uk: 1
- channeldock.com: 1

### Pages cited

- https://elogic.co/blog/best-pim-software: 2
- https://resources.rework.com/tools/commerce/best-pim-software-2026: 2
- https://akeneo.com/akeneo-pim-community-edition: 1
- https://alternativeto.net/browse/all: 1
- https://brandquad.com/blog/e-commerce-strategy/top-pim-systems-2026: 1
- https://capterra.ca/directory/30925/pim/software: 1
- https://capterra.co.uk/directory/30925/pim/software: 1
- https://capterra.com/pim-software: 1

## 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.