Vantage research · November 2026 · AI visibility
What AI cites for “profound alternatives”
ChatGPT cited 3 sites, Gemini cited 7 sites, Perplexity cited 10 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
3 sites · opens with a sentence · has a table · opening 9 words
- dictionary.cambridge.org
- thesaurus.com
- dictionary.com
Brands namedSagacious, Transcendent, Penetrating, Epiphanic, Revelatory, Existential, Ineffable, Esoteric
Gemini
7 sites · opens with a sentence · no table · opening 43 words
- industry-lens.com
- zerorank.ai
- geoptie.com
- getmint.ai
- seranking.com
- shadow.inc
- frase.io
Brands namedAthenaHQ, Frase, Otterly.ai, ZipTie.dev, Peec AI, Semrush, Ahrefs Brand Radar, SE Ranking
Perplexity
10 sites · opens with a sentence · no table · opening 7 words
- tryprofound.com
- pinggy.io
- g2.comcommunity
- arobis.ai
- blog.hubspot.com
- askylabs.com
- yotpo.com
- withgauge.com
- get3rd.com
- alhena.ai
Brands namedDeep, Meaningful, Significant, Insightful, Thought-provoking, Powerful, Moving, Intense
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “profound alternatives”, 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.