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

GTM AI Recommendation Index, October 2026 Edition. Named in 29 judge labels across 8 categories by 13 of 14 models. Page: https://gtm-ai-index.com/vendors/google-search-console/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Content marketing platforms | 2% | 15 | 0% | 4 |
| SEO and content optimization platforms | 0% | 16 | 6% | 17 |
| AI visibility and answer engine tracking tools | 0% | 30 | 0% | 2 |
| Ecommerce marketing | 0% | 43 | 0% | 2 |
| Audience and consumer insights platforms | 0% | 74 | 0% | 1 |
| Competitive intelligence tools | 0% | 40 | 0% | 1 |
| PR and media monitoring | 0% | 31 | 0% | 1 |
| Website governance and accessibility | 0% | 72 | 0% | 1 |

## What the models said for it

- "use Search Console as the first-party reference point, then treat commercial platform metrics as estimates or workflow aids" (GPT-6 Luna, SEO)
- "free or low-cost option such as ... GA4, Google Search Console, Canva, or HubSpot's free tier" (Llama 4 Maverick, Content marketing)
- "rely on Google Search Console (GSC) as your ultimate source of truth" (Gemini 3.5 Flash, SEO)
- "It is the most accurate tool on earth for seeing exactly which keywords are driving impressions and clicks" (Gemini 3.5 Flash, SEO)

## And against it

- "free performance tracking tool, useful for indexing and search visibility data but not a full optimization suite" (Perplexity Sonar, SEO)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Content marketing platforms: 0% to 2%, +2. Inside the floor by 9 points · rank 25 → 15 of 135.
- SEO and content optimization platforms: 0% to 0%, ±0. Inside the floor by 11 points · rank 19 → 16 of 78.
- AI visibility and answer engine tracking tools: 0% to 0%, ±0. Inside the floor by 11 points · rank 37 → 30 of 90.
- Ecommerce marketing: 0% to 0%, ±0. Inside the floor by 11 points · rank 52 → 43 of 115.
- Competitive intelligence tools: 0% to 0%, ±0. New · not ranked in September 2026 · rank 40 of 86.
- PR and media monitoring: 0% to 0%, ±0. New · not ranked in September 2026 · rank 31 of 47.
- Website governance and accessibility: 0% to 0%, ±0. New · not ranked in September 2026 · rank 72 of 98.

## 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://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.