# Surfer SEO: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 78 judge labels across 4 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/surfer-seo

## 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) | 24% | 1 | 22% | 63 |
| [Content marketing platforms](https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/index.md) | 2% | 9 | 8% | 12 |
| [AI visibility and answer engine tracking tools](https://www.gane.ai/index/gtm/marketing/ai-visibility-tracking/index.md) | 0% | 71 | 0% | 2 |
| [AI marketing agents](https://www.gane.ai/index/gtm/marketing/ai-marketing-agents/index.md) | 0% | 152 | 100% | 1 |

## What the models said for it

- "Surfer SEO is the default recommendation for most content teams because it balances on-page scoring, keyword research, and a content editor in one interface." (Claude Haiku 4.5, SEO)
- "The best content marketing platform for a company with a limited budget is Surfer SEO, which offers good optimization at a lower cost, starting at $89/month." (Llama 4 Maverick, Content marketing)
- "the consensus in 2025-2026 reviews is that Surfer SEO hits the best balance of price, on-page workflow and AI-assisted optimization" (Muse Glimmer 30B, SEO)
- "Surfer SEO is the consensus leader for mid-market companies that want AI-search visibility connected to content briefs" (Claude Haiku 4.5, SEO)

## And against it

- "Avoid premium-heavy tools like Clearscope, SurferSEO, or Frase" (Grok 4.20, SEO)
- "Content graders and brief builders—for example, Surfer, Clearscope, or Frase. They can help with research and coverage, but don’t treat a score... as a ranking formula." (GPT-6 Luna, SEO)
- "Surfer SEO is the mid-market benchmark for content optimization... For pure page-level NLP scoring, NeuronWriter is the direct, cheaper swap to Surfer." (Muse Glimmer 30B, SEO)
- "NLP Content Optimization Tools (e.g., Surfer SEO, Clearscope, Frase) ... Blindly following these scores often leads to keyword stuffing" (Gemini 3.5 Flash, SEO)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 1 | 0 | 1 | 4 |
| GPT-5.4 mini | 1 | 2 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 1 | 4 | 2 | 2 | 9 |
| Perplexity Sonar | 1 | 2 | 0 | 2 | 5 |
| Grok 4.20 | 2 | 2 | 1 | 2 | 7 |
| Mistral Small | 0 | 4 | 1 | 1 | 6 |
| DeepSeek V4 Flash | 1 | 3 | 1 | 0 | 5 |
| Llama 4 Maverick | 1 | 1 | 3 | 1 | 6 |
| Qwen 3.7 Flash | 1 | 4 | 1 | 1 | 7 |
| Kimi K2 | 2 | 2 | 1 | 1 | 6 |
| GLM 4.7 FlashX | 2 | 1 | 2 | 1 | 6 |
| MiniMax M2.5 | 0 | 3 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 2 | 1 | 3 | 2 | 8 |

## Sources returned with these answers

The sites and pages cited by the answers that named Surfer SEO, from 169 of the 193 answers that named it (only the models that return a source list).

### Domains cited

- blog.hubspot.com: 70
- zapier.com: 46
- gane.ai/index: 32
- searchatlas.com: 31
- toolradar.com: 31
- frase.io: 23
- g2.com: 23
- rankability.com: 23
- semrush.com: 22
- vibereference.com: 22

### Pages cited

- https://blog.hubspot.com/marketing/seo-tools-for-small-business: 44
- https://zapier.com/blog/best-seo-content-optimization-tools: 35
- https://vibereference.com/marketing-and-seo/seo-content-optimization-tools: 22
- https://searchatlas.com/blog/b2b-seo-tools: 20
- https://rankability.com/blog/best-seo-content-optimization-tools: 17
- https://toolradar.com/guides/best-content-marketing-platforms: 14
- https://www.gane.ai/index/gtm/marketing/seo-content-optimization/2026-09/enterprise: 13
- https://saleshive.com/blog/b2b-seo-platforms-boost-rankings: 12

## In its own words

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

- Positioning: AI Visibility Platform for maximum organic growth (https://surferseo.com/)
- For: SEO specialists, AI visibility teams, content managers, marketing agencies, in-house teams, and businesses optimizing content for search engines and AI (https://surferseo.com/)
- Price stated: AI Search Analytics 82 USD per month billed yearly; Standard 99 USD per month billed yearly; Pro 182 USD per month billed yearly; Peace of Mind 299 USD per month billed yearly; Discovery 49 USD per month billed yearly; Enterprise Custom Tailored packages (https://surferseo.com/pricing/)
- Starting price: 49 (https://surferseo.com/pricing/)
- Free plan or trial: Get a FREE AI Visibility Audit—straight to your inbox. No account or credit card required.; Try Surfer for free (https://surferseo.com/)
- Integrations claimed: 6 (https://surferseo.com/); 7 (https://surferseo.com/integrations/) (pages disagree)
- Certifications: ISO 27001
- Hosting: Europe
- Customers named: Bolt, ClickUp, matthewwoodward.co.uk, Diggity Marketing, Mongoose Media, My Content Pal, Hostinger, Planable

## What it publishes

Every page surferseo.com exposes, read 2026-09-29: 1014 addresses. By kind, pages and the last 90 days:

- blog: 256 pages, 166 in the last 90 days, latest 2026-09-17
- case study: 29 pages, 29 in the last 90 days, latest 2026-09-09
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 30 pages, 0 in the last 90 days, latest undated
- comparison: 11 pages, 5 in the last 90 days, latest 2026-09-25
- template or tool: 2 pages, 2 in the last 90 days, latest 2026-09-09
- glossary or explainer: 11 pages, 2 in the last 90 days, latest 2026-09-09
- Recent: 2026-09-25 comparison: Llm scraped ai answers vs api results https://surferseo.com/blog/llm-scraped-ai-answers-vs-api-results
- Recent: 2026-09-17 blog: 2026 ai seo workflow https://surferseo.com/blog/2026-ai-seo-workflow
- Recent: 2026-09-17 blog: Ai citation report https://surferseo.com/blog/ai-citation-report
- Recent: 2026-09-17 blog: Ai citations first 100 words https://surferseo.com/blog/ai-citations-first-100-words
- Recent: 2026-09-17 blog: Ai content detection https://surferseo.com/blog/ai-content-detection
- Recent: 2026-09-17 blog: Ai content optimization https://surferseo.com/blog/ai-content-optimization

## 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.