Vantage research · November 2026 · home
What AI cites for “how to hang shelves”
ChatGPT cited 0 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
0 sites · opens with a sentence · no table · opening 24 words
Answered from what the model already knows: no sites cited.
Brands namedImportant
Since October: dropped homedepot.com, lowes.com
Gemini
0 sites · opens with a sentence · no table · opening 32 words
Answered from what the model already knows: no sites cited.
Brands namedPencil, Step-by-Step Installation Guide
Same sites as October.
Perplexity
9 sites · opens with a sentence · no table · opening 8 words
- homedepot.com
- apartmenttherapy.com
- woodsmith.com
- craftsmanspace.com
- homebuilding.co.uk
- bobvila.com
- wikihow.com
- housedigest.com
- homesandgardens.com
Brands namednone
Since October: new housedigest.com, homesandgardens.com; dropped thespruce.com, thisoldhouse.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “how to hang shelves”, 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.