Vantage research · November 2026 · wellbeing
What AI cites for “best white noise app”
ChatGPT cited 9 sites, Gemini cited 7 sites, Perplexity cited 9 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
9 sites · opens with a sentence · no table · opening 26 words
- tmsoft.com
- mynoise.net
- darknoise.app
- bettersleep.com
- rainrainapp.com
- itechguides.com
- slonoise.com
- veilsleep.app
- sleepfoundation.org
Brands namedWhite Noise Lite, Dark Noise, BetterSleep, Rain Rain Sleep Sounds
Since October: new tmsoft.com, mynoise.net, darknoise.app, bettersleep.com; dropped momental.ai
Gemini
7 sites · opens with a sentence · no table · opening 23 words
- goalsandprogress.com
- veilsleep.app
- sleeporbit.app
- sleepfoundation.org
- videoproc.com
- apps.apple.com
- forbes.com
Brands namednone
Since October: new goalsandprogress.com, veilsleep.app, sleeporbit.app, videoproc.com; dropped momental.ai, slonoise.com
Perplexity
9 sites · opens with a sentence · no table · opening 26 words
- sonora.com
- bestapp.com
- time.com
- apps.apple.com
- techlicious.com
- seattletimes.com
- sleepfoundation.org
- slashgear.com
- zapier.com
Brands namedWhite Noise Lite, Noisli, SimplyNoise
Since October: new sonora.com, bestapp.com, seattletimes.com, slashgear.com; dropped cnn.com, lifehacker.com, play.google.com, reviewed.com
Cited by more than one engine
- sleepfoundation.org
- veilsleep.app
- apps.apple.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best white noise app”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More wellbeing 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.