# Scalenut: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/scalenut

## 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% | 47 | 25% | 4 |

## What the models said for it

- "Combines planning and generation at a lower cost, with less depth than specialist tools." (Perplexity Sonar, SEO)

## And against it

- "Tools such as Frase, Surfer, Jasper, Scalenut, and similar products can produce repetitive, generic, or poorly supported content" (Perplexity Sonar, 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 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 | 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 Scalenut, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- frase.io: 4
- rankability.com: 4
- blog.hubspot.com: 3
- content-and-marketing.com: 2
- erlin.ai: 2
- marketermilk.com: 2
- onelittleweb.com: 2
- rankauthority.com: 2
- searchatlas.com: 2
- trysight.ai: 2

### Pages cited

- https://frase.io/blog/best-seo-content-platforms: 4
- https://rankability.com/blog/best-seo-content-optimization-tools: 4
- https://blog.hubspot.com/marketing/content-optimization-tools: 2
- https://blog.hubspot.com/website/website-seo-software: 2
- https://content-and-marketing.com/blog/7-best-content-optimization-tools-2024: 2
- https://erlin.ai/blog/content-optimization-platforms: 2
- https://marketermilk.com/blog/best-seo-tools: 2
- https://onelittleweb.com/top-tools/best-seo-content-optimization-tools: 2

## In its own words

What Scalenut's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI-SEO & Expert-Led Services for Growth; Scale your content strategy with AI-powered SEO, content creation, keyword research, and AI visibility tracking to drive organic growth. (https://www.scalenut.com/)
- For: marketers and businesses scaling their content; brands wanting to show up in AI search (https://www.scalenut.com/)
- Price stated: Monthly, Annual (https://www.scalenut.com/pricing)
- Starting price: 17 (https://www.scalenut.com/pricing)
- Free plan or trial: Try Our Software Free; Get Started For Free; Free AI Audit (https://www.scalenut.com/)
- Integrations claimed: 4 (https://www.scalenut.com/pricing)
- Customers named: Noelle Salon & Spa Inc., Remitly, PropertyGuru, Total Life Counseling, Genesys, Promenade Dental Care

## What it publishes

Every page scalenut.com exposes, read 2026-09-29: 1443 addresses. By kind, pages and the last 90 days:

- blog: 753 pages, 0 in the last 90 days, latest undated
- case study: 16 pages, 0 in the last 90 days, latest undated
- conference or event: 3 pages, 0 in the last 90 days, latest undated
- report or ebook: 17 pages, 0 in the last 90 days, latest undated
- comparison: 156 pages, 0 in the last 90 days, latest undated
- template or tool: 60 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 16 pages, 0 in the last 90 days, latest undated
- news or press: 13 pages, 0 in the last 90 days, latest undated

## 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.