Category AI Visibility Report
Casserole Dishes 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
≈2,823
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 Casserole Dishes across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,823 AI queries per month.
- Pyrex leads the AI shelf with 16.5% of brand mentions, followed by Le Creuset Signature (15.6%) and Corning (14%). The top three hold 46.1% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “cast iron casserole dishes” (top keyword “le creuset casserole dishes”, ~4,400 searches/mo).
- AI answers lean on foodnetwork.com most (35.7% 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 | Pyrex | 828 | 16.5% |
| 2 | Le Creuset Signature | 785 | 15.6% |
| 3 | Corning | 701 | 14% |
| 4 | Staub | 583 | 11.6% |
| 5 | Anchor | 256 | 5.1% |
| 6 | Libbey Mixology | 234 | 4.7% |
| 7 | OXO | 204 | 4.1% |
| 8 | Lodge | 197 | 3.9% |
| 9 | Emile Henry | 188 | 3.7% |
| 10 | OXO Good Grips | 78 | 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 |
|---|---|---|---|
| cast iron casserole dishes | ≈949 | le creuset casserole dishes | 4,400 |
| casserole dishes set | ≈941 | casserole dishes set | 720 |
| freezer casserole dishes | ≈933 | freezer casserole dishes | 720 |
| casserole dishes for dinner | — | taco casserole dishes | 33,100 |
| small casserole dishes | — | mini casserole dishes | 1,300 |
| ceramic casserole dishes | — | casserole dishes ceramic | 5,400 |
| large casserole dishes | — | deep casserole dishes | 720 |
| glass casserole dishes | — | casserole dishes pyrex | 6,600 |
| casserole dishes with lids | — | casserole dishes with lids | 5,400 |
| 2 quart casserole dishes | — | 2 quart casserole dishes | 12,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| foodnetwork.com | 184 | 35.7% |
| reddit.com | 72 | 14% |
| allrecipes.com | 60 | 11.7% |
| thekitchn.com | 59 | 11.5% |
| lecreuset.com | 23 | 4.5% |
| goodhousekeeping.com | 14 | 2.7% |
| pyrexhome.com | 14 | 2.7% |
| provenpantry.com | 13 | 2.5% |
Related category reports
FAQ
Which brands do AI assistants recommend most for casserole dishes?
Over the last 30 days the top brands by AI mention share are: Pyrex (16.5%), Le Creuset Signature (15.6%), Corning (14%), Staub (11.6%), Anchor (5.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about casserole dishes?
GEOly estimates ~2,823 AI queries per month in this category across 10 buyer topics, led by “cast iron casserole dishes”.
Which sources do AI engines cite for casserole dishes?
The most-cited domains are: foodnetwork.com, reddit.com, allrecipes.com, thekitchn.com, lecreuset.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.