Vantage research · November 2026 · family
What AI cites for “best stroller”
ChatGPT cited 4 sites, Gemini cited 4 sites, Perplexity cited 7 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 29 words
- babylist.com
- babygearlab.com
- consumerreports.org
- thebump.com
Brands namedUPPAbaby Cruz V3, Joolz Aer², UPPAbaby Vista V3, Graco Ready2Jet
Since October: new babylist.com, consumerreports.org, thebump.com
Gemini
4 sites · opens with a sentence · no table · opening 25 words
- mommyhood101.com
- forbes.com
- cuddlesandcarriages.com
- babygearlab.com
Brands namedEvenflo Shyft Dualride
Since October: new mommyhood101.com, cuddlesandcarriages.com, babygearlab.com; dropped google.com
Perplexity
7 sites · opens with a sentence · no table · opening 34 words
- forbes.com
- nytimes.com
- thebump.com
- babylist.com
- the-independent.com
- consumerreports.org
- goodhousekeeping.com
Brands namednone
Since October: new goodhousekeeping.com; dropped bestproducts.com, reviewed.com
Cited by more than one engine
- babylist.com
- babygearlab.com
- consumerreports.org
- thebump.com
- forbes.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best stroller”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More family 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.