# Sitebulb: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/sitebulb

## 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% | 31 | 0% | 2 |

## What the models said for it

- "Rank tracking & audits: Ahrefs, Semrush, Screaming Frog, Sitebulb." (Qwen 3.7 Flash, SEO)
- "Technical SEO Audits: Screaming Frog, Sitebulb." (MiniMax M2.5, 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 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Sitebulb, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- blackhatseo.co.in: 1
- coolseotools.com: 1
- landingi.com: 1
- marketercoffee.com: 1
- rankauthority.com: 1
- seojuice.com: 1
- seovision.io: 1
- vrid.ai: 1

### Pages cited

- https://blackhatseo.co.in/black-hat-seo-tools: 1
- https://coolseotools.com/blog/mistakes-seo-pros-and-avoid: 1
- https://landingi.com/seo/blackhat: 1
- https://marketercoffee.com/seo/blackhat: 1
- https://rankauthority.com/what-should-i-consider-before-using-automated-seo-tools: 1
- https://rankauthority.com/what-should-i-know-before-using-an-seo-tool-a-complete-buyers-guide: 1
- https://seojuice.com/blog/best-ai-seo-tools-2026: 1
- https://seovision.io/blog: 1

## In its own words

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

- Positioning: the revolutionary website crawler for better SEO audits (https://sitebulb.com/)
- For: all professional SEOs (https://sitebulb.com/)
- Price stated: there's an affordable Sitebulb plan to suit (https://sitebulb.com/)
- Free plan or trial: Free trial. Cancel anytime. (https://sitebulb.com/)
- Integrations claimed: 5 (https://sitebulb.com/); 6 (https://sitebulb.com/hints/security) (pages disagree)
- Customers named: SEER, Weedmaps, Moving Traffic Media, BuiltVisible, Bronco, Zoopla, The SEO Works, PeerSpot

## What it publishes

Every page sitebulb.com exposes, read 2026-09-29: 781 addresses. By kind, pages and the last 90 days:

- blog: 7 pages, 0 in the last 90 days, latest undated
- case study: 27 pages, 0 in the last 90 days, latest 2025-09-10
- webinar or virtual event: 23 pages, 4 in the last 90 days, latest 2026-09-30
- report or ebook: 173 pages, 14 in the last 90 days, latest 2026-09-29
- comparison: 10 pages, 0 in the last 90 days, latest 2024-10-17
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-30 webinar or virtual event: Webinar the seo stack has a new layer and its called mcp https://sitebulb.com/resources/guides/webinar-the-seo-stack-has-a-new-layer-and-its-called-mcp
- Recent: 2026-09-29 report or ebook: Which rendering approach is best for seo on e commerce sites https://sitebulb.com/resources/guides/which-rendering-approach-is-best-for-seo-on-e-commerce-sites
- Recent: 2026-09-22 report or ebook: How to automate content brief creation for b2b with claude https://sitebulb.com/resources/guides/how-to-automate-content-brief-creation-for-b2b-with-claude
- Recent: 2026-09-14 report or ebook: The ma migration framework merging websites without killing business value https://sitebulb.com/resources/guides/the-ma-migration-framework-merging-websites-without-killing-business-value
- Recent: 2026-09-09 report or ebook: Your seo audit can now answer back introducing sitebulb mcp https://sitebulb.com/resources/guides/your-seo-audit-can-now-answer-back-introducing-sitebulb-mcp
- Recent: 2026-09-08 report or ebook: Building ai skills for seo where to keep a human in the loop https://sitebulb.com/resources/guides/building-ai-skills-for-seo-where-to-keep-a-human-in-the-loop

## 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.