# Groupbuyseotools.net / .org: 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/groupbuyseotools-net-org

## 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% | 92 | 100% | 1 |

## And against it

- "all "group buy" SEO tools are high-risk" (DeepSeek V4 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 | 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 | 1 | 1 |
| 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 Groupbuyseotools.net / .org, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- alium.io: 1
- arzhost.com: 1
- bbb.org: 1
- blog.hubspot.com: 1
- capterra.com: 1
- collaborada.com: 1
- developers.google.com: 1
- geotoolbox.ai: 1
- hexapoint.com: 1
- ie.trustpilot.com: 1

### Pages cited

- https://alium.io/research/top-complaints-seo-tools: 1
- https://arzhost.com/blogs/what-is-parasite-seo-a-complete-guide: 1
- https://bbb.org/us/ma/boston/profile/marketing-software/semrush-inc-0021-553725/complaints: 1
- https://blog.hubspot.com/marketing/black-hat-seo: 1
- https://capterra.com/p/151962/SEMrush/reviews: 1
- https://collaborada.com/blog/seo-tools: 1
- https://developers.google.com/search/docs/fundamentals/third-party-seo: 1
- https://geotoolbox.ai/blog/best-content-optimization-tools.md: 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.