Category AI Visibility Report
Welding 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
≈445
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 Welding Goggles across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 445 AI queries per month.
- Lincoln Electric leads the AI shelf with 14.9% of brand mentions, followed by YesWelder (10.1%) and Miller (9.4%). The top three hold 34.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “prescription welding goggles” (top keyword “prescription welding goggles”, ~320 searches/mo).
- AI answers lean on reddit.com most (24.1% 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 | Lincoln Electric | 236 | 14.9% |
| 2 | YesWelder | 160 | 10.1% |
| 3 | Miller | 149 | 9.4% |
| 4 | Hobart | 128 | 8.1% |
| 5 | Forney Easy Weld | 121 | 7.6% |
| 6 | KwikSafety EAGLE EYES | 112 | 7.1% |
| 7 | Uvex | 70 | 4.4% |
| 8 | American Optical | 63 | 4% |
| 9 | Wilson | 58 | 3.7% |
| 10 | Jackson Safety | 48 | 3% |
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 |
|---|---|---|---|
| prescription welding goggles | ≈224 | prescription welding goggles | 320 |
| flip-up welding goggles | ≈221 | welding goggles flip up | 110 |
| gas welding goggles | — | gas welding goggles | 210 |
| vintage welding goggles | — | old welding goggles | 480 |
| auto darkening welding goggles | — | auto darkening welding goggles | 880 |
| welding goggles for arc welding | — | arc welding goggles | 170 |
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 | 73 | 24.1% |
| osha.gov | 68 | 22.4% |
| wcsafety.com | 65 | 21.5% |
| etsy.com | 22 | 7.3% |
| safetygearpro.com | 13 | 4.3% |
| aws.org | 9 | 3% |
| eyeantiques.com | 9 | 3% |
| weldingranked.com | 6 | 2% |
FAQ
Which brands do AI assistants recommend most for welding goggles?
Over the last 30 days the top brands by AI mention share are: Lincoln Electric (14.9%), YesWelder (10.1%), Miller (9.4%), Hobart (8.1%), Forney Easy Weld (7.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about welding goggles?
GEOly estimates ~445 AI queries per month in this category across 6 buyer topics, led by “prescription welding goggles”.
Which sources do AI engines cite for welding goggles?
The most-cited domains are: reddit.com, osha.gov, wcsafety.com, etsy.com, safetygearpro.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.