Vantage research · November 2026 · home
What AI cites for “how to fix a leaky faucet”
ChatGPT cited 0 sites, Gemini cited 0 sites, Perplexity cited 10 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
0 sites · opens with a sentence · no table · opening 27 words
Answered from what the model already knows: no sites cited.
Brands namednone
Since October: dropped homedepot.com, lowes.com, pdf.lowes.com
Gemini
0 sites · opens with a sentence · no table · opening 36 words
Answered from what the model already knows: no sites cited.
Brands namednone
Perplexity
10 sites · opens with a sentence · no table · opening 14 words
- portland.gov
- homedepot.com
- lowes.com
- kohler.com
- thespruce.com
- hydroquebec.com
- savingwater.org
- ifixit.com
- popularmechanics.com
- rotorooter.com
Brands namednone
Since October: new kohler.com, thespruce.com, hydroquebec.com, savingwater.org; dropped ahs.com, bobvila.com, home.howstuffworks.com, homewarranty.firstam.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “how to fix a leaky faucet”, 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.