# Semrush AI: 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/semrush-ai

## 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% | 48 | 0% | 1 |

## What the models said for it

- "If you want content optimization bundled into a full SEO suite" (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 | 1 | 0 | 0 | 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 Semrush AI, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- causalfunnel.com: 1
- costbench.com: 1
- dev.to: 1
- docs.surferseo.com: 1
- frase.io: 1
- futurepicker.com: 1
- g2.com: 1
- getspike.ai: 1
- lowfruits.io: 1
- mrs.digital: 1

### Pages cited

- https://causalfunnel.com/blog/12-essential-b2b-seo-tools-to-boost-your-business-growth-in-2025: 1
- https://costbench.com/compare/marketmuse-vs-surfer-seo: 1
- https://dev.to/zny10289/best-seo-content-optimization-tools-2026-we-tested-every-major-platform-4bg4: 1
- https://dev.to/zny10289/best-seo-content-optimization-tools-in-2026-fraseio-vs-surfer-seo-vs-clearscope-we-tested-all-4nca: 1
- https://docs.surferseo.com/en/articles/7545943-pricing-faq: 1
- https://frase.io/vs: 1
- https://futurepicker.com/en/ai-seo-content-tools-surfer-clearscope-frase-marketmuse-2026-en: 1
- https://futurepicker.com/en/surfer-seo-vs-clearscope-vs-marketmuse-vs-semrush-ai-2026: 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.