Vantage research · November 2026 · AI visibility
What AI cites for “best llm seo tools”
ChatGPT cited 10 sites, Gemini cited 7 sites, Perplexity cited 9 sites. No site was cited by all three.
Updated monthlyNext edition 1 December 2026
ChatGPTGeminiPerplexity dots beside a site: the other engines that cite it too
ChatGPT
10 sites · opens with a sentence · has a table · opening 6 words
- tryprofound.com
- peec.ai
- semrush.com
- ahrefs.com
- otterly.ai
- scrunch.com
- surferseo.com
- frase.io
- performnext.com
- andersoncollaborative.com
Brands namedProfound, Peec AI, Semrush, Ahrefs, Otterly.AI, Scrunch AI, Surfer SEO, Frase
Gemini
7 sites · opens with a sentence · no table · opening 47 words
- wooninjas.com
- gtm8020.com
- tryprefer.com
- medium.comcommunity
- contentpen.ai
- slatehq.com
- llmrefs.com
Brands namedPeec AI, LLMrefs, Profound, All-in-One SEO & AEO Platforms, Mentionova, Rankability, Semrush & Ahrefs, Surfer & Frase
Perplexity
9 sites · opens with a sentence · has a table · opening 9 words
- pikaseo.com
- saasylinks.com
- botric.ai
- crawlraven.com
- rightblogger.com
- lovedby.ai
- wooninjas.com
- rankscope.ai
- andersoncollaborative.com
Brands namednone
Cited by more than one engine
- andersoncollaborative.com
- wooninjas.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best llm seo tools”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More AI visibility questions
Each engine was asked once, in English, as from the United States, on 2026-11-01. Answers change from run to run, so read this as a snapshot. Download the data.