Vantage research · November 2026 · home
What AI cites for “best coffee maker”
ChatGPT cited 5 sites, Gemini cited 7 sites, Perplexity cited 10 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
5 sites · opens with a sentence · no table · opening 29 words
- bonappetit.com
- consumerreports.org
- foodnetwork.com
- tomsguide.com
- techradar.com
Brands namedCuisinart PerfecTemp DCC-3200, Technivorm Moccamaster KBGV Select, Breville Bambino Plus, About $400
Since October: new bonappetit.com, consumerreports.org, foodnetwork.com, tomsguide.com; dropped foodandwine.com, wired.com, wsj.com
Gemini
7 sites · opens with a sentence · no table · opening 38 words
- cnet.com
- coffeekev.com
- tastingtable.com
- reddit.comcommunity
- bestbuy.com
- coffeechronicler.com
- foodnetwork.com
Brands namednone
Since October: new cnet.com, coffeekev.com, tastingtable.com, reddit.com; dropped google.com
Perplexity
10 sites · opens with a sentence · no table · opening 32 words
- forbes.com
- goodhousekeeping.com
- cnn.com
- nbcnews.com
- tomsguide.com
- cnet.com
- businessinsider.com
- foodnetwork.com
- foodandwine.com
- consumerreports.org
Brands namednone
Since October: new businessinsider.com, foodandwine.com, consumerreports.org; dropped nytimes.com, techradar.com
Cited by more than one engine
- foodnetwork.com
- consumerreports.org
- tomsguide.com
- cnet.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best coffee maker”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More home 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.