Category AI Visibility Report
Saute Pans 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
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Est. AI queries / month
4
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 4 buyer topics in Saute Pans across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- All-Clad leads the AI shelf with 27.3% of brand mentions, followed by Demeyere (14.5%) and Tramontina (10%). The top three hold 51.8% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Stainless steel saute pans” (top keyword “stainless saute pans”, ~6,600 searches/mo).
- AI answers lean on bonappetit.com most (29.1% 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 | All-Clad | 466 | 27.3% |
| 2 | Demeyere | 247 | 14.5% |
| 3 | Tramontina | 171 | 10% |
| 4 | Made In | 115 | 6.7% |
| 5 | Hestan | 81 | 4.8% |
| 6 | GreenPan | 73 | 4.3% |
| 7 | Circulon Symmetry | 62 | 3.6% |
| 8 | Cuisinart | 52 | 3.1% |
| 9 | Heritage Steel | 49 | 2.9% |
| 10 | Mauviel | 32 | 1.9% |
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 |
|---|---|---|---|
| Stainless steel saute pans | — | stainless saute pans | 6,600 |
| Non stick saute pans | — | best non stick saute pans | 6,600 |
| Saute pans with lid | — | saute pan with lid stainless steel | 1,600 |
| Best saute pans | — | saute pans | 18,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| bonappetit.com | 41 | 29.1% |
| reddit.com | 31 | 22% |
| all-clad.com | 21 | 14.9% |
| prudentreviews.com | 17 | 12.1% |
| provenpantry.com | 17 | 12.1% |
| epicurious.com | 4 | 2.8% |
| consumerreports.org | 4 | 2.8% |
| zwilling.com | 3 | 2.1% |
Related category reports
FAQ
Which brands do AI assistants recommend most for saute pans?
Over the last 30 days the top brands by AI mention share are: All-Clad (27.3%), Demeyere (14.5%), Tramontina (10%), Made In (6.7%), Hestan (4.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about saute pans?
GEOly estimates ~0 AI queries per month in this category across 4 buyer topics, led by “Stainless steel saute pans”.
Which sources do AI engines cite for saute pans?
The most-cited domains are: bonappetit.com, reddit.com, all-clad.com, prudentreviews.com, provenpantry.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.