Category AI Visibility Report
Neck Braces 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
≈2,060
Est. AI queries / month
6
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 6 buyer topics in Neck Braces across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,060 AI queries per month.
- Leatt leads the AI shelf with 20.3% of brand mentions, followed by Boston Dynamics (9.9%) and Alpinestars (8.7%). The top three hold 38.9% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “football neck braces” (top keyword “football neck braces”, ~1,600 searches/mo).
- AI answers lean on reddit.com most (24.7% 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 | Leatt | 412 | 20.3% |
| 2 | Boston Dynamics | 200 | 9.9% |
| 3 | Alpinestars | 177 | 8.7% |
| 4 | EVS | 115 | 5.7% |
| 5 | Core Products | 95 | 4.7% |
| 6 | Douglas Cuddle Toys | 87 | 4.3% |
| 7 | CVS | 70 | 3.4% |
| 8 | Pro-Tec | 62 | 3.1% |
| 9 | Hansø | 62 | 3.1% |
| 10 | Futuro Futuro | 53 | 2.6% |
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 |
|---|---|---|---|
| football neck braces | ≈1,041 | football neck braces | 1,600 |
| racing neck braces | ≈1,019 | racing neck brace | 880 |
| neck braces for sleeping | — | neck braces for sleeping | 5,400 |
| motocross neck braces | — | leatt neck braces | 1,300 |
| neck braces for posture | — | neck braces for posture | 1,600 |
| soft neck braces | — | soft neck braces | 12,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 94 | 24.7% |
| nih.gov | 73 | 19.2% |
| leatt.com | 47 | 12.3% |
| alpinestars.com | 25 | 6.6% |
| btosports.com | 17 | 4.5% |
| drugs.com | 14 | 3.7% |
| evs-sports.com | 10 | 2.6% |
| healthline.com | 9 | 2.4% |
Related category reports
FAQ
Which brands do AI assistants recommend most for neck braces?
Over the last 30 days the top brands by AI mention share are: Leatt (20.3%), Boston Dynamics (9.9%), Alpinestars (8.7%), EVS (5.7%), Core Products (4.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about neck braces?
GEOly estimates ~2,060 AI queries per month in this category across 6 buyer topics, led by “football neck braces”.
Which sources do AI engines cite for neck braces?
The most-cited domains are: reddit.com, nih.gov, leatt.com, alpinestars.com, btosports.com. 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.