# Search Atlas: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 4 judge labels across 2 categories by 4 of 12 models. Page: https://gtm-ai-index.com/vendors/search-atlas/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| SEO and content optimization platforms | 0% | 57 | 33% | 3 |
| AI visibility and answer engine tracking tools | 0% | 90 | 0% | 1 |

## What the models said for it

- "Search Atlas for AI automation | Newer player; less established backlink data." (Grok 4.1 Fast, SEO)
- "Semrush, Ahrefs, Moz, Search Atlas" (Qwen 3.7 Flash, SEO)

## And against it

- "Mixed reviews; reports of being "buggy and glitchy"; some users report continued billing after cancellation" (Kimi K2, SEO)

## 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, September 2026 Edition, gtm-ai-index.com.