Category AI Visibility Report
Baking Sheets 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
≈8,171
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 Baking Sheets across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 8,171 AI queries per month.
- Nordic Ware leads the AI shelf with 32.4% of brand mentions, followed by USA Pan (13.4%) and Vollrath (9.3%). The top three hold 55.1% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Large baking sheets” (top keyword “full size baking sheets”, ~3,600 searches/mo).
- AI answers lean on nordicware.com most (22.7% 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 | Nordic Ware | 1,324 | 32.4% |
| 2 | USA Pan | 546 | 13.4% |
| 3 | Vollrath | 380 | 9.3% |
| 4 | Hestan | 173 | 4.2% |
| 5 | All-Clad | 134 | 3.3% |
| 6 | Caraway Home | 107 | 2.6% |
| 7 | Anolon | 80 | 2% |
| 8 | 360 Cookware | 80 | 2% |
| 9 | Ninja | 69 | 1.7% |
| 10 | Chicago Metallic | 66 | 1.6% |
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 |
|---|---|---|---|
| Large baking sheets | ≈2,863 | full size baking sheets | 3,600 |
| Non-toxic baking sheets | ≈2,750 | non-toxic baking sheets | 2,900 |
| Pizza baking sheets | ≈2,558 | pizza baking sheet | 1,300 |
| Stainless steel baking sheets | — | stainless steel baking sheets | 14,800 |
| Nonstick baking sheets | — | nonstick baking sheets | 9,900 |
| Best baking sheets | — | baking sheet | 40,500 |
| Rimmed baking sheets | — | rimmed baking sheet | 8,100 |
| Half sheet baking sheets | — | half sheet baking sheets | 9,900 |
| Aluminum baking sheets | — | aluminium baking sheets | 18,100 |
| Baking sheets with racks | — | baking sheets and racks | 3,600 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| nordicware.com | 149 | 22.7% |
| reddit.com | 111 | 16.9% |
| epicurious.com | 103 | 15.7% |
| bonappetit.com | 53 | 8.1% |
| seriouseats.com | 34 | 5.2% |
| foodnetwork.com | 32 | 4.9% |
| consumerreports.org | 29 | 4.4% |
| culinarystandards.net | 24 | 3.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for baking sheets?
Over the last 30 days the top brands by AI mention share are: Nordic Ware (32.4%), USA Pan (13.4%), Vollrath (9.3%), Hestan (4.2%), All-Clad (3.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about baking sheets?
GEOly estimates ~8,171 AI queries per month in this category across 10 buyer topics, led by “Large baking sheets”.
Which sources do AI engines cite for baking sheets?
The most-cited domains are: nordicware.com, reddit.com, epicurious.com, bonappetit.com, seriouseats.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.