# Rithum: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/rithum

## 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% | 175 | 100% | 1 |
| [Retail media platforms](https://www.gane.ai/index/gtm/marketing/retail-media-platforms/index.md) | 0% | 63 | 0% | 1 |

## What the models said for it

- "Consider a tool like Skai or Rithum to unify management." (Kimi K2, Retail media)

## And against it

- "Best avoided if you need end-to-end fulfillment without heavy customization." (Grok 4.20, 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 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| 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 Rithum, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- digiday.com: 2
- g2.com: 2
- rithum.com: 2 (its own site)
- skai.io: 2
- admonsters.com: 1
- adnuntius.com: 1
- amplience.com: 1
- amzfinder.com: 1
- atom11.co: 1
- bagengine.com: 1

### Pages cited

- https://rithum.com/products/brands/retail-media-advertising: 2
- http://mytotalretail.com/article/13-pitfalls-avoid-when-acquiring-order-management-system-23460: 1
- https://admonsters.com/6-platforms-that-will-define-retail-media-in-2025: 1
- https://adnuntius.com/retail-media: 1
- https://amplience.com/compare/dynamic-content/contentstack: 1
- https://amzfinder.com/blog/pacvue-alternatives: 1
- https://atom11.co/blog/best-amazon-ppc-software: 1
- https://atom11.co/blog/pacvue-alternatives: 1

## What it publishes

Every page rithum.com exposes, read 2026-09-29: 3719 addresses. By kind, pages and the last 90 days:

- blog: 1473 pages, 20 in the last 90 days, latest 2026-09-28
- case study: 142 pages, 0 in the last 90 days, latest 2026-03-31
- webinar or virtual event: 13 pages, 0 in the last 90 days, latest 2026-06-30
- conference or event: 17 pages, 1 in the last 90 days, latest 2026-09-15
- report or ebook: 8 pages, 0 in the last 90 days, latest 2024-08-27
- comparison: 6 pages, 0 in the last 90 days, latest 2024-12-04
- template or tool: 4 pages, 0 in the last 90 days, latest 2026-02-12
- glossary or explainer: 10 pages, 0 in the last 90 days, latest 2023-03-03
- news or press: 459 pages, 2 in the last 90 days, latest 2026-07-15
- Recent: 2026-09-28 blog: How chatgpt product ads work https://www.rithum.com/blog/how-chatgpt-product-ads-work
- Recent: 2026-09-23 blog: Back to school 2026 results https://www.rithum.com/blog/back-to-school-2026-results
- Recent: 2026-09-23 blog: Geo commerce infographic https://www.rithum.com/resources/geo-commerce-infographic
- Recent: 2026-09-15 conference or event: Walmart marketplace seller summit catalog pricing https://www.rithum.com/blog/walmart-marketplace-seller-summit-catalog-pricing
- Recent: 2026-09-14 blog: Rithumlive london 2026 https://www.rithum.com/blog/rithumlive-london-2026
- Recent: 2026-09-07 blog: Time to online growth metric https://www.rithum.com/blog/time-to-online-growth-metric

## 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.