# Manhattan Enterprise Promise & Fulfill: 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/manhattan-enterprise-promise-fulfill

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Order management systems](https://www.gane.ai/index/gtm/revops/order-management-systems/index.md) | 0% | 60 | 0% | 1 |

## What the models said for it

- "Purpose-built for sophisticated fulfillment and for augmenting an existing ERP without replacing it." (Perplexity Sonar, Order management)

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

## Sources returned with these answers

The sites and pages cited by the answers that named Manhattan Enterprise Promise & Fulfill, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- cin7.com: 1
- elogic.co: 1
- flow.space: 1
- kibocommerce.com: 1
- learn.g2.com: 1
- manh.com: 1
- monday.com: 1
- rankite.com: 1
- shopify.com: 1
- skunexus.com: 1

### Pages cited

- https://cin7.com/blog/best-order-management-software: 1
- https://elogic.co/blog/order-management-system-ecommerce: 1
- https://flow.space/blog/best-order-management-software: 1
- https://kibocommerce.com/blog/best-order-management-systems: 1
- https://learn.g2.com/best-order-management-software: 1
- https://manh.com/our-insights/resources/articles/best-order-management-software-oms-compared: 1
- https://monday.com/blog/crm-and-sales/sales-order-management-software: 1
- https://rankite.com/blog/best-order-management-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.