Vantage research · November 2026 · home
What AI cites for “how to clean a washing machine”
ChatGPT cited 3 sites, Gemini cited 0 sites, Perplexity cited 9 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
3 sites · opens with a sentence · no table · opening 24 words
- homedelivery.whirlpoolcorp.com
- lg.com
- samsung.com
Brands namedBrand
Since October: new homedelivery.whirlpoolcorp.com, samsung.com; dropped whirlpool.com
Gemini
0 sites · opens with a sentence · no table · opening 33 words
Answered from what the model already knows: no sites cited.
Brands namednone
Same sites as October.
Perplexity
9 sites · opens with a list · no table · opening 0 words
- marthastewart.com
- nbcnews.com
- whirlpool.com
- goodhousekeeping.com
- homedepot.com
- lowes.com
- diy.com
- nbcdfw.com
- nytimes.com
Brands namedSafety
Since October: new diy.com, nbcdfw.com, nytimes.com; dropped affresh.com, ahs.com, lg.com, maytag.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “how to clean a washing machine”, 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.