# NeuronWriter: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 16 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/neuronwriter

## 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) | 12% | 4 | 0% | 16 |

## What the models said for it

- "The best SEO and content optimization platform for a company with a limited budget is NEURONwriter, which starts at $19/month." (Llama 4 Maverick, SEO)
- "If your budget is under $20/mo and you want to write content that ranks: Go with NeuronWriter" (Gemini 3.5 Flash, SEO)
- "For a limited budget, I'd pick NEURONwriter if content optimization is a major priority." (GPT-6 Luna, SEO)
- "Tightest budget for content optimization only: NeuronWriter ~ $19-23/mo." (Muse Glimmer 30B, SEO)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 2 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named NeuronWriter, from 31 of the 33 answers that named it (only the models that return a source list).

### Domains cited

- blog.hubspot.com: 19
- rankability.com: 10
- blazehive.io: 9
- zapier.com: 9
- miniloop.ai: 8
- neuronwriter.com: 7 (its own site)
- vibereference.com: 7
- dev.to: 6
- frase.io: 6
- rankauthority.com: 6

### Pages cited

- https://blog.hubspot.com/marketing/seo-tools-for-small-business: 16
- https://rankability.com/blog/best-seo-content-optimization-tools: 8
- https://blazehive.io/listicles/best-seo-software-for-small-business: 7
- https://miniloop.ai/blog/best-content-optimization-tools: 7
- https://vibereference.com/marketing-and-seo/seo-content-optimization-tools: 7
- https://zapier.com/blog/best-seo-content-optimization-tools: 6
- https://wellows.com/blog/best-ai-content-optimization-tools: 5
- https://erlin.ai/blog/content-optimization-platforms: 4

## In its own words

What NeuronWriter's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: The complete platform for brand optimization in the age of AI search; a leading content optimisation platform for SEO, AI Overviews, and answer engines. (https://neuronwriter.com/)
- For: Freelance to SMBs and Enterprise level companies; business owners, copywriters, teams, larger businesses, and agencies. (https://neuronwriter.com/)
- Price stated: Monthly Yearly -20% (https://neuronwriter.com/)
- Starting price: 23 (https://neuronwriter.com/)
- Free plan or trial: Start Free 7-days Trial (https://neuronwriter.com/)
- Integrations claimed: 3 (https://neuronwriter.com/); 2 (https://neuronwriter.com/features/); 6 (https://neuronwriter.com/features/integrations) (pages disagree)

## What it publishes

Every page neuronwriter.com exposes, read 2026-09-29: 954 addresses. By kind, pages and the last 90 days:

- blog: 226 pages, 43 in the last 90 days, latest 2026-09-22
- case study: 5 pages, 0 in the last 90 days, latest 2024-03-26
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 19 pages, 1 in the last 90 days, latest 2026-08-05
- template or tool: 5 pages, 3 in the last 90 days, latest 2026-09-07
- glossary or explainer: 17 pages, 1 in the last 90 days, latest 2026-07-27
- podcast or video: 2 pages, 0 in the last 90 days, latest 2026-05-08
- Recent: 2026-09-22 blog: In house content escalation model https://neuronwriter.com/in-house-content-escalation-model
- Recent: 2026-09-22 blog: Ai search attribution conservative model https://neuronwriter.com/ai-search-attribution-conservative-model
- Recent: 2026-09-22 blog: 2027 content operations roadmap https://neuronwriter.com/2027-content-operations-roadmap
- Recent: 2026-09-21 blog: Ai search content accessibility presenting complex b2b evidence in plain language https://neuronwriter.com/ai-search-content-accessibility-presenting-complex-b2b-evidence-in-plain-language
- Recent: 2026-09-17 blog: Localization termbase governance entity drift https://neuronwriter.com/localization-termbase-governance-entity-drift
- Recent: 2026-09-17 blog: Human review gates agentic content operations https://neuronwriter.com/human-review-gates-agentic-content-operations

## 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.