Category AI Visibility Report
Cervical Pillows 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
≈32,199
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Cervical Pillows across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 32,199 AI queries per month.
- Coop Sleep Goods leads the AI shelf with 9.7% of brand mentions, followed by TEMPUR (9.6%) and Tempur-Pedic (6.8%). The top three hold 26.1% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Cervical Pillows for Travel” (top keyword “best neck pillow for travel”, ~9,900 searches/mo).
- AI answers lean on sleepfoundation.org most (34.5% 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 | Coop Sleep Goods | 475 | 9.7% |
| 2 | TEMPUR | 471 | 9.6% |
| 3 | Tempur-Pedic | 333 | 6.8% |
| 4 | Therapeutica | 329 | 6.7% |
| 5 | Core Products | 320 | 6.5% |
| 6 | Coop Home Goods | 218 | 4.5% |
| 7 | Cabeau | 193 | 3.9% |
| 8 | Cushion Lab | 161 | 3.3% |
| 9 | Trtl | 135 | 2.8% |
| 10 | Bedsure | 117 | 2.4% |
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 |
|---|---|---|---|
| Cervical Pillows for Travel | ≈16,120 | best neck pillow for travel | 9,900 |
| Cervical Pillows for Reading and Bed Rest | ≈9,251 | bed rest pillow | 5,400 |
| Cervical Pillows for Pregnancy | ≈6,828 | pregnancy pillows | 14,800 |
| Cervical Pillows for Side Sleepers | — | side sleeper pillow | 60,500 |
| Cervical Pillows for Neck Pain | — | pillow for neck | 49,500 |
| Cervical Pillows for Back Sleepers | — | back sleeper pillow | 27,100 |
| Memory Foam Cervical Pillows | — | memory foam pillows | 49,500 |
| Cervical Pillows for Sleeping | — | cervical pillow | 33,100 |
| Orthopedic Cervical Pillows | — | neck support pillow | 18,100 |
| Adjustable Cervical Pillows | — | adjustable pillow | 18,100 |
| Cooling Cervical Pillows | — | cooling pillow | 27,100 |
| Ergonomic Cervical Pillows | — | ergonomic pillow | 27,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| sleepfoundation.org | 297 | 34.5% |
| goodhousekeeping.com | 161 | 18.7% |
| reddit.com | 111 | 12.9% |
| nih.gov | 66 | 7.7% |
| consumerreports.org | 42 | 4.9% |
| tomsguide.com | 34 | 3.9% |
| sleepranked.com | 26 | 3% |
| forbes.com | 18 | 2.1% |
FAQ
Which brands do AI assistants recommend most for cervical pillows?
Over the last 30 days the top brands by AI mention share are: Coop Sleep Goods (9.7%), TEMPUR (9.6%), Tempur-Pedic (6.8%), Therapeutica (6.7%), Core Products (6.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about cervical pillows?
GEOly estimates ~32,199 AI queries per month in this category across 12 buyer topics, led by “Cervical Pillows for Travel”.
Which sources do AI engines cite for cervical pillows?
The most-cited domains are: sleepfoundation.org, goodhousekeeping.com, reddit.com, nih.gov, consumerreports.org. 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.