Category AI Visibility Report
Sound Machines AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
≈2,749
Est. AI queries / month
17
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 17 buyer topics in Sound Machines across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,749 AI queries per month.
- LectroFan leads the AI shelf with 22.7% of brand mentions, followed by Yogasleep (19.1%) and Sound Of Sleep Sound+Sleep (6.8%). The top three hold 48.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “sound machines for dogs” (top keyword “sound machines for dogs”, ~140 searches/mo).
- AI answers lean on reddit.com most (24.8% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | LectroFan | 1,384 | 22.7% |
| 2 | Yogasleep | 1,167 | 19.1% |
| 3 | Sound Of Sleep Sound+Sleep | 416 | 6.8% |
| 4 | Hatch | 412 | 6.8% |
| 5 | SNOOZ | 339 | 5.6% |
| 6 | Dreamegg | 279 | 4.6% |
| 7 | Sound Oasis | 189 | 3.1% |
| 8 | HoMedics | 112 | 1.8% |
| 9 | White Noise | 110 | 1.8% |
| 10 | Philips | 103 | 1.7% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| sound machines for dogs | ≈1,396 | sound machines for dogs | 140 |
| sound machines for office privacy | ≈1,353 | sound masking system | 590 |
| sound machines for adults | — | white noise machine for adults | 880 |
| Tragbare soundmaschinen | — | tragbares radio mit cd player | 320 |
| portable sound machines | — | portable sound machine | 5,400 |
| colored noise sound machines | — | pink noise sound machines | 2,400 |
| soundmaschinen für MP3-Wiedergabe | — | mp3/mp4-player | 170 |
| sound machines for tinnitus | — | sound machines for tinnitus | 2,900 |
| soundmaschinen mit CD-Player | — | cd-player medion | 320 |
| sound machine apps | — | sound machine on iphone | 2,400 |
| sound machines for sleep | — | sound machines for sleep | 27,100 |
| nature sound machines | — | rain sound machines | 1,600 |
| white noise sound machines | — | white sound machines | 74,000 |
| sound machines for sleep | — | sound machines for sleep | 590 |
| sound therapy machines | — | yoga sleep sound machines | 3,600 |
| white noise sound machines | — | dreamegg white noise machine | 1,300 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 213 | 24.8% |
| nih.gov | 75 | 8.7% |
| sleepfoundation.org | 63 | 7.3% |
| nbcnews.com | 37 | 4.3% |
| which.co.uk | 35 | 4.1% |
| apple.com | 34 | 4% |
| akc.org | 29 | 3.4% |
| walmart.com | 22 | 2.6% |
FAQ
Which brands do AI assistants recommend most for sound machines?
Over the last 30 days the top brands by AI mention share are: LectroFan (22.7%), Yogasleep (19.1%), Sound Of Sleep Sound+Sleep (6.8%), Hatch (6.8%), SNOOZ (5.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about sound machines?
GEOly estimates ~2,749 AI queries per month in this category across 17 buyer topics, led by “sound machines for dogs”.
Which sources do AI engines cite for sound machines?
The most-cited domains are: reddit.com, nih.gov, sleepfoundation.org, nbcnews.com, which.co.uk. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.