Vantage research · November 2026 · tech
What AI cites for “how to speed up a slow computer”
ChatGPT cited 0 sites, Gemini cited 0 sites, Perplexity cited 6 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 31 words
Answered from what the model already knows: no sites cited.
Brands namedUpdate Windows
Since October: dropped support.apple.com, support.microsoft.com
Gemini
0 sites · opens with a sentence · no table · opening 44 words
Answered from what the model already knows: no sites cited.
Brands namedIdentify What's Causing the Slowdown, Windows, Mac, Disable Unnecessary Startup Apps, Restart Your Computer Regularly
Same sites as October.
Perplexity
6 sites · opens with a sentence · no table · opening 6 words
- uk.norton.com
- hp.com
- intel.com
- microsoft.com
- dell.com
- cdw.com
Brands namednone
Since October: new uk.norton.com, cdw.com; dropped avast.com, computer.org, us.norton.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “how to speed up a slow computer”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More tech 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.