# PageSpeed Insights: 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/pagespeed-insights

## 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% | 34 | 0% | 2 |

## What the models said for it

- "Analytics & compliance: Google Search Console, PageSpeed Insights, GTmetrix." (Qwen 3.7 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 | 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 | 0 | 1 | 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 PageSpeed Insights, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- blog.hubspot.com: 4
- rankauthority.com: 3
- zapier.com: 3
- digital4all.ai: 2
- landingi.com: 2
- rnkrocket.com: 2
- aixelerate.com: 1
- backlink-tool.org: 1
- beellm.ai: 1
- blackhatseo.co.in: 1

### Pages cited

- https://blog.hubspot.com/marketing/seo-tools-for-small-business: 4
- https://digital4all.ai/articles/best-seo-tools-small-business: 2
- https://rankauthority.com/affordable-seo-tools-that-actually-deliver-results: 2
- https://rnkrocket.com/affordable-seo-tools: 2
- https://zapier.com/blog/best-seo-content-optimization-tools: 2
- https://aixelerate.com/category/how-to-guides/page/3: 1
- https://backlink-tool.org/en/best-affordable-seo-tools-2026: 1
- https://beellm.ai/blog/best-ai-seo-tools-small-business: 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.