Category AI Visibility Report
Pizza 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
≈1,410
Est. AI queries / month
13
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 13 buyer topics in Pizza Pans across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,410 AI queries per month.
- LloydPans Kitchenware leads the AI shelf with 27.2% of brand mentions, followed by Nordic Ware (7.5%) and Lodge (7.1%). The top three hold 41.8% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Sicilian pizza pans” (top keyword “sicilian pizza pans”, ~390 searches/mo).
- AI answers lean on lloydpans.com most (24.3% 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 | LloydPans Kitchenware | 1,115 | 27.2% |
| 2 | Nordic Ware | 306 | 7.5% |
| 3 | Lodge | 290 | 7.1% |
| 4 | American Metalcraft | 287 | 7% |
| 5 | Chicago Metallic | 164 | 4% |
| 6 | Handi | 108 | 2.6% |
| 7 | Anolon | 106 | 2.6% |
| 8 | GoodCook | 88 | 2.1% |
| 9 | USA Pan | 87 | 2.1% |
| 10 | WinCo Foods | 72 | 1.8% |
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 |
|---|---|---|---|
| Sicilian pizza pans | ≈473 | sicilian pizza pans | 390 |
| Rectangular pizza pans | ≈469 | rectangular pizza pans | 210 |
| Pizza pans for grill | ≈468 | pizza pans for grill | 390 |
| Perforated pizza pans | — | pizza pans perforated | 4,400 |
| Cast iron pizza pans | — | cast iron pizza pans | 5,400 |
| Non-stick pizza pans | — | pizza pans non stick | 1,000 |
| Stainless steel pizza pans | — | pizza pans stainless steel | 1,300 |
| Round pizza pans | — | 10 inch pizza pans | 720 |
| Disposable pizza pans | — | pizza pans disposable | 880 |
| Detroit style pizza pans | — | detroit style pizza pans | 4,400 |
| Deep dish pizza pans | — | pan pizza | 22,200 |
| Aluminum pizza pans | — | aluminum pizza pans | 4,400 |
| Blue steel pizza pans | — | steel pizza pans | 1,000 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| lloydpans.com | 157 | 24.3% |
| reddit.com | 124 | 19.2% |
| seriouseats.com | 69 | 10.7% |
| nordicware.com | 50 | 7.7% |
| kingarthurbaking.com | 37 | 5.7% |
| walmart.com | 36 | 5.6% |
| webstaurantstore.com | 30 | 4.6% |
| amnow.com | 25 | 3.9% |
Related category reports
FAQ
Which brands do AI assistants recommend most for pizza pans?
Over the last 30 days the top brands by AI mention share are: LloydPans Kitchenware (27.2%), Nordic Ware (7.5%), Lodge (7.1%), American Metalcraft (7%), Chicago Metallic (4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about pizza pans?
GEOly estimates ~1,410 AI queries per month in this category across 13 buyer topics, led by “Sicilian pizza pans”.
Which sources do AI engines cite for pizza pans?
The most-cited domains are: lloydpans.com, reddit.com, seriouseats.com, nordicware.com, kingarthurbaking.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.