Vantage research · November 2026 · travel
What AI cites for “best carry on luggage”
ChatGPT cited 4 sites, Gemini cited 7 sites, Perplexity cited 8 sites. No site was cited by all three.
Updated every 3 monthsNext edition 1 February 2027
ChatGPTGeminiPerplexity dots beside a site: the other engines that cite it too
ChatGPT
4 sites · opens with a sentence · no table · opening 18 words
- travelpro.com
- monos.com
- nordstrom.com
- quince.com
Brands namedCarry-On, Carry-On Suitcase
Since October: new travelpro.com, monos.com, nordstrom.com, quince.com; dropped forbes.com, goodhousekeeping.com, outdoorgearlab.com, travelandleisure.com
Gemini
7 sites · opens with a sentence · no table · opening 24 words
- outdoorgearlab.com
- cnn.com
- cnet.com
- youtube.comcommunity
- luggagecouncil.com
- awaytravel.com
- allytravels.com
Brands namedCheck Airline Restrictions
Since October: new outdoorgearlab.com, cnn.com, cnet.com, youtube.com
Perplexity
8 sites · opens with a sentence · has a table · opening 28 words
- travelandleisure.com
- forbes.com
- nytimes.com
- townandcountrymag.com
- goodhousekeeping.com
- businessinsider.com
- people.com
- travel.usnews.com
Brands namednone
Since October: new people.com, travel.usnews.com; dropped bestreviews.com, gq.com, outdoorgearlab.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best carry on luggage”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More travel 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.