Category AI Visibility Report
Ski Goggles 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
≈4,770
Est. AI queries / month
10
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 10 buyer topics in Ski Goggles across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 4,770 AI queries per month.
- Smith leads the AI shelf with 47.7% of brand mentions, followed by Oakley (9.7%) and Julbo (6.8%). The top three hold 64.2% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “clear ski goggles” (top keyword “clear ski goggles”, ~1,000 searches/mo).
- AI answers lean on reddit.com most (29.6% 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 | Smith | 2,479 | 47.7% |
| 2 | Oakley | 506 | 9.7% |
| 3 | Julbo | 354 | 6.8% |
| 4 | Anon | 332 | 6.4% |
| 5 | Giro | 308 | 5.9% |
| 6 | Glade | 168 | 3.2% |
| 7 | SpaceX | 130 | 2.5% |
| 8 | OutdoorMaster | 129 | 2.5% |
| 9 | Glade Optics | 94 | 1.8% |
| 10 | REKKIE | 62 | 1.2% |
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 |
|---|---|---|---|
| clear ski goggles | ≈1,622 | clear ski goggles | 1,000 |
| smart ski goggles | ≈1,601 | smart ski goggles | 880 |
| ski goggles with helmet compatibility | ≈1,547 | ski goggles with helmet | 1,300 |
| men's ski goggles | — | ski goggles men | 4,400 |
| prescription ski goggles | — | prescription ski goggles | 2,900 |
| designer ski goggles | — | coolest ski goggles | 5,400 |
| photochromic ski goggles | — | photochromic ski goggles | 2,400 |
| children's ski goggles | — | childrens ski goggles | 2,900 |
| OTG ski goggles | — | otg ski goggles | 1,300 |
| women's ski goggles | — | women's ski goggles | 5,400 |
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 | 228 | 29.6% |
| outdoorgearlab.com | 212 | 27.6% |
| rei.com | 86 | 11.2% |
| smithoptics.com | 75 | 9.8% |
| sportrx.com | 64 | 8.3% |
| wired.com | 27 | 3.5% |
| julbo.us | 15 | 2% |
| powder.com | 14 | 1.8% |
Related category reports
FAQ
Which brands do AI assistants recommend most for ski goggles?
Over the last 30 days the top brands by AI mention share are: Smith (47.7%), Oakley (9.7%), Julbo (6.8%), Anon (6.4%), Giro (5.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about ski goggles?
GEOly estimates ~4,770 AI queries per month in this category across 10 buyer topics, led by “clear ski goggles”.
Which sources do AI engines cite for ski goggles?
The most-cited domains are: reddit.com, outdoorgearlab.com, rei.com, smithoptics.com, sportrx.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.