Vantage research · November 2026 · finance
What AI cites for “best credit card for travel”
ChatGPT cited 3 sites, Gemini cited 7 sites, Perplexity cited 5 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
3 sites · opens with a sentence · no table · opening 31 words
- nerdwallet.com
- cnbc.com
- bankrate.com
Brands namedChase Sapphire Preferred, Capital One Venture X, American Express Platinum, Capital One Venture Rewards, Wells Fargo Autograph, Venture X, Amex Platinum
Since October: new nerdwallet.com, cnbc.com, bankrate.com; dropped americanexpress.com, capitalone.com, creditcards.chase.com
Gemini
7 sites · opens with a sentence · no table · opening 31 words
- creditcards.com
- upgradedpoints.com
- nerdwallet.com
- camelsandchocolate.com
- wallethub.com
- dailydrop.com
- thepointsguy.com
Brands namedAnnual Fee
Since October: new upgradedpoints.com, nerdwallet.com, camelsandchocolate.com, wallethub.com; dropped bankrate.com, going.com
Perplexity
5 sites · opens with a sentence · has a table · opening 41 words
- nerdwallet.com
- cnbc.com
- forbes.com
- chase.com
- finance.yahoo.com
Brands namednone
Since October: new chase.com; dropped bankrate.com, cnn.com, going.com, money.com
Cited by more than one engine
- nerdwallet.com
- cnbc.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best credit card for travel”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More finance 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.