# XRumer: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/xrumer

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SEO and content optimization platforms](https://www.gane.ai/index/gtm/marketing/seo-content-optimization/index.md) | 0% | 105 | 100% | 3 |

## And against it

- "ScrapeBox & XRumer – Designed for mass comment posting, forum scraping, and comment spam." (Qwen 3.7 Flash, SEO)
- "Known for aggressive forum and blog comment spam, plus link-farm creation." (GLM 4.7 FlashX, SEO)
- "Why to avoid: These legacy tools blast thousands of low-quality links" (Gemini 3.5 Flash, SEO)

## 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 | 1 | 1 |
| 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 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| 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 XRumer, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- landingi.com: 2
- vrid.ai: 2
- alium.io: 1
- blackhatseo.co.in: 1
- community.shopify.com: 1
- coolseotools.com: 1
- creaitor.ai: 1
- customerimpact.be: 1
- datashake.fr: 1
- entrepreneur.com: 1

### Pages cited

- https://alium.io/research/top-complaints-seo-tools: 1
- https://blackhatseo.co.in/black-hat-seo-tools: 1
- https://community.shopify.com/t/warning-shopify-ai-sidekick-magic-hallucinates-technical-data-and-sabotages-strategic-seo/589483: 1
- https://coolseotools.com/blog/mistakes-seo-pros-and-avoid: 1
- https://creaitor.ai/blog/top-7-black-hat-seo-practices: 1
- https://customerimpact.be/en/blog/black-hat-seo: 1
- https://datashake.fr/en/articles/black-hat-seo-myth-or-reality-techniques-risks-and-ethical-alternatives: 1
- https://entrepreneur.com/starting-a-business/5-tactics-to-bury-bad-press-and-reclaim-your-brand/476274: 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.