Vantage research · November 2026 · travel
What AI cites for “best travel credit card”
ChatGPT cited 4 sites, Gemini cited 7 sites, Perplexity cited 8 sites. 1 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 28 words
- nerdwallet.com
- cnbc.com
- thepointsguy.com
- upgradedpoints.com
Brands namedChase Sapphire Preferred, Capital One Venture X, Wells Fargo Autograph Card, American Express Platinum
Since October: new nerdwallet.com, cnbc.com, upgradedpoints.com; dropped cardrankr.com
Gemini
7 sites · opens with a sentence · no table · opening 30 words
- creditcards.com
- upgradedpoints.com
- nerdwallet.com
- camelsandchocolate.com
- experian.com
- americanexpress.com
- visa.com
Brands namedChase Sapphire Preferred® Card, Annual Fee, American Express® Gold Card
Since October: new upgradedpoints.com, nerdwallet.com, camelsandchocolate.com, experian.com; dropped going.com, google.com, thepointsguy.com
Perplexity
8 sites · opens with a sentence · has a table · opening 36 words
- nerdwallet.com
- forbes.com
- cnbc.com
- finance.yahoo.com
- money.usnews.com
- cnn.com
- chase.com
- bankrate.com
Brands namednone
Since October: new money.usnews.com, chase.com; dropped experian.com, going.com, wise.com
Cited by more than one engine
- nerdwallet.com
- cnbc.com
- upgradedpoints.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best travel credit card”, 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.