Category AI Visibility Report
Kilns 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
≈4,138
Est. AI queries / month
7
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 7 buyer topics in Kilns across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 4,138 AI queries per month.
- Paragon leads the AI shelf with 27.5% of brand mentions, followed by Skutt (20.1%) and Evenheat (13%). The top three hold 60.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “enameling kilns” (top keyword “enamel kilns”, ~720 searches/mo).
- AI answers lean on reddit.com most (33.7% 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 | Paragon | 875 | 27.5% |
| 2 | Skutt | 638 | 20.1% |
| 3 | Evenheat | 413 | 13% |
| 4 | Olympic | 274 | 8.6% |
| 5 | L&L | 219 | 6.9% |
| 6 | Jen-Ken | 139 | 4.4% |
| 7 | Olympic Kilns | 116 | 3.6% |
| 8 | Fuseworks | 97 | 3% |
| 9 | Prometheus | 72 | 2.3% |
| 10 | VEVOR | 55 | 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 |
|---|---|---|---|
| enameling kilns | ≈2,125 | enamel kilns | 720 |
| metal clay kilns | ≈2,013 | metal clay kiln | 480 |
| wood kilns | — | wood kiln | 1,900 |
| electric kilns | — | electric kiln for pottery | 9,900 |
| microwave kilns | — | microwave kilns | 12,100 |
| pottery kilns | — | pottery kiln | 27,100 |
| glass kilns | — | kiln for glass fusing | 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 | 206 | 33.7% |
| paragonkilns.com | 87 | 14.2% |
| skutt.com | 77 | 12.6% |
| kilnshed.com | 54 | 8.8% |
| olympickilns.com | 22 | 3.6% |
| evenheat-kiln.com | 18 | 2.9% |
| ceramicartsnetwork.org | 16 | 2.6% |
| sellpots.com | 15 | 2.5% |
Related category reports
FAQ
Which brands do AI assistants recommend most for kilns?
Over the last 30 days the top brands by AI mention share are: Paragon (27.5%), Skutt (20.1%), Evenheat (13%), Olympic (8.6%), L&L (6.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about kilns?
GEOly estimates ~4,138 AI queries per month in this category across 7 buyer topics, led by “enameling kilns”.
Which sources do AI engines cite for kilns?
The most-cited domains are: reddit.com, paragonkilns.com, skutt.com, kilnshed.com, olympickilns.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.