# Google Search Console: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 33 judge labels across 6 categories by 12 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/google-search-console

## 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% | 15 | 0% | 21 |
| [Content marketing platforms](https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/index.md) | 0% | 27 | 0% | 5 |
| [AI visibility and answer engine tracking tools](https://www.gane.ai/index/gtm/marketing/ai-visibility-tracking/index.md) | 0% | 29 | 0% | 3 |
| [Audience and consumer insights platforms](https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/index.md) | 0% | 55 | 0% | 2 |
| [Ecommerce marketing](https://www.gane.ai/index/gtm/marketing/ecommerce-marketing/index.md) | 0% | 43 | 0% | 1 |
| [Web analytics](https://www.gane.ai/index/gtm/gtm-data/web-analytics/index.md) | 0% | 49 | 0% | 1 |

## What the models said for it

- "Google Search Console is the first-party tool Google recommends" (GPT-5.4 mini, SEO)
- "Stick to established, transparent SEO tools for research and analytics (e.g., Google Search Console, Ahrefs, Semrush, Screaming Frog)." (Gemini 3.5 Flash, SEO)
- "Established SEO platforms (like Semrush, Ahrefs, or Google Search Console) have added AI Overview and citation monitoring features" (Gemini 3.5 Flash, AI visibility)
- "Pair it with Google Search Console, which is free and provides actual Google Search performance and indexing data." (GPT-6 Luna, SEO)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Google Search Console, from 82 of the 85 answers that named it (only the models that return a source list).

### Domains cited

- blog.hubspot.com: 49
- zapier.com: 29
- capterra.com: 13
- rankauthority.com: 13
- softwareadvice.com: 12
- forbes.com: 10
- g2.com: 10
- rankability.com: 10
- toolradar.com: 10
- buffer.com: 9

### Pages cited

- https://blog.hubspot.com/marketing/seo-tools-for-small-business: 32
- https://zapier.com/blog/best-seo-content-optimization-tools: 18
- https://buffer.com/resources/digital-marketing-tools: 9
- https://rankability.com/blog/best-seo-content-optimization-tools: 9
- https://softwareadvice.com/marketing/content-comparison/small-business: 9
- https://blog.hubspot.com/marketing/seo-tools: 8
- https://blog.hubspot.com/marketing/content-marketing-tools: 7
- https://rankauthority.com/affordable-seo-tools-that-actually-deliver-results: 7

## The company

Google; https://google.com; Mountain View, California, United States; founded 1998; part of Alphabet Inc.. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: Search Console tools and reports help you measure your site's Search traffic and performance, fix issues, and make your site shine in Google Search results (https://search.google.com/search-console/about)

## What it publishes

Every page search.google.com exposes, read 2026-09-29: 3428 addresses. By kind, pages and the last 90 days:

- blog: 371 pages, 0 in the last 90 days, latest 2018-12-13
- case study: 707 pages, 0 in the last 90 days, latest undated
- comparison: 35 pages, 0 in the last 90 days, latest undated
- 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 2018-12-13
- news or press: 18 pages, 0 in the last 90 days, latest undated
- Recent: 2018-12-13 blog: Best practices for in app rewarded video ads https://www.google.com/admob/resources/best-practices-for-in-app-rewarded-video-ads.html
- Recent: 2018-12-13 blog: How to monetize your mobile apps with ads https://www.google.com/admob/resources/how-to-monetize-your-mobile-apps-with-ads.html
- Recent: 2018-12-13 glossary or explainer: What is AdMob - Google AdMob https://www.google.com/admob/resources/what-is-admob.html
- Recent: 2018-11-19 blog: App marketing strategies to grow and monetize your app https://www.google.com/admob/resources/app-marketing-strategies-to-grow-and-monetize-your-app.html
- Recent: 2018-11-19 blog: How much revenue can you earn from admob https://www.google.com/admob/resources/how-much-revenue-can-you-earn-from-admob.html
- Recent: 2018-11-19 blog: How to earn money with in app advertising https://www.google.com/admob/resources/how-to-earn-money-with-in-app-advertising.html

## 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.