Vantage research · November 2026 · tech
What AI cites for “best streaming service”
ChatGPT cited 2 sites, Gemini cited 6 sites, Perplexity cited 10 sites. 1 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
2 sites · opens with a sentence · no table · opening 23 words
- tomsguide.com
- nerdwallet.com
Brands namedHBO Max, Netflix, Prime Video, Hulu, Peacock, Disney+
Since October: new nerdwallet.com; dropped help.netflix.com, hulu.com
Gemini
6 sites · opens with a sentence · no table · opening 31 words
- engadget.com
- nerdwallet.com
- cnet.com
- whathifi.com
- thepennyhoarder.com
- allconnect.com
Brands namedPeacock, Tubi & Pluto TV
Since October: new engadget.com, nerdwallet.com, whathifi.com, thepennyhoarder.com; dropped reviews.org
Perplexity
10 sites · opens with a sentence · no table · opening 27 words
- pcmag.com
- cnet.com
- stuff.tv
- allconnect.com
- businessinsider.com
- reviews.org
- nerdwallet.com
- tomsguide.com
- forbes.com
- engadget.com
Brands namedNetflix
Since October: new pcmag.com, cnet.com, allconnect.com, engadget.com; dropped cabletv.com, t3.com
Cited by more than one engine
- nerdwallet.com
- tomsguide.com
- engadget.com
- cnet.com
- allconnect.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best streaming service”, 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.