# Outranking: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/outranking

## 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% | 44 | 25% | 4 |

## What the models said for it

- "SEO-optimized content briefs and SOPs, multi-language support" (GLM 4.7 FlashX, SEO)

## And against it

- "Credits "consumed fast" when using advanced features" (Kimi K2, SEO)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 Outranking, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- forbes.com: 3
- rankability.com: 3
- vibereference.com: 3
- blog.hubspot.com: 2
- frase.io: 2
- searchatlas.com: 2
- technologyadvice.com: 2
- toolchase.com: 2
- zapier.com: 2
- ahrefs.com: 1

### Pages cited

- https://forbes.com/advisor/uk/business/software/best-seo-tools: 3
- https://rankability.com/blog/best-seo-content-optimization-tools: 3
- https://vibereference.com/marketing-and-seo/seo-content-optimization-tools: 3
- https://frase.io/vs: 2
- https://technologyadvice.com/blog/sales/best-seo-tools: 2
- https://zapier.com/blog/best-seo-content-optimization-tools: 2
- https://ahrefs.com/vs/semrush: 1
- https://aitoolbox.hk/articles/best-ai-seo-content-optimization-tools-2026-surfer-vs-clearscope-vs-frase-vs-marketmuse: 1

## What it publishes

Every page outrank.so exposes, read 2026-09-29: 790 addresses. By kind, pages and the last 90 days:

- blog: 210 pages, 14 in the last 90 days, latest 2026-09-28
- case study: 14 pages, 8 in the last 90 days, latest 2026-09-25
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest undated
- conference or event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 138 pages, 0 in the last 90 days, latest undated
- comparison: 36 pages, 0 in the last 90 days, latest 2026-05-19
- template or tool: 35 pages, 0 in the last 90 days, latest 2025-10-02
- glossary or explainer: 24 pages, 2 in the last 90 days, latest 2026-09-25
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 blog: Purchase ad space https://www.outrank.so/blog/purchase-ad-space
- Recent: 2026-09-28 blog: Digital ad space https://www.outrank.so/blog/digital-ad-space
- Recent: 2026-09-25 case study: Do ai seo agents work https://www.outrank.so/case-studies/do-ai-seo-agents-work
- Recent: 2026-09-25 case study: Life purpose app https://www.outrank.so/case-studies/life-purpose-app
- Recent: 2026-09-25 case study: Moonb https://www.outrank.so/case-studies/moonb
- Recent: 2026-09-25 case study: 24houredu https://www.outrank.so/case-studies/24houredu

## 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.