Category AI Visibility Report
Cooling Racks 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 Cooling Racks across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Spring Chef leads the AI shelf with 11.4% of brand mentions, followed by Nordic Ware (11.4%) and Hamilton Beach (9.8%). The top three hold 32.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “oven safe cooling racks” (top keyword “oven safe cooling rack”, ~2,400 searches/mo).
- AI answers lean on techgearlab.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 | Spring Chef | 210 | 11.4% |
| 2 | Nordic Ware | 210 | 11.4% |
| 3 | Hamilton Beach | 181 | 9.8% |
| 4 | Fat Daddio's | 160 | 8.7% |
| 5 | Wilton | 127 | 6.9% |
| 6 | Hestan | 107 | 5.8% |
| 7 | Caraway Home | 73 | 4% |
| 8 | Ultra Cuisine | 70 | 3.8% |
| 9 | USA Pan | 65 | 3.5% |
| 10 | Vollrath | 55 | 3% |
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 |
|---|---|---|---|
| oven safe cooling racks | — | oven safe cooling rack | 2,400 |
| cooling racks for baking | — | cooling rack for baking | 4,400 |
| stackable cooling racks | — | collapsible cooling racks | 720 |
| cooling racks for sheet pans | — | cooling racks for sheet pans | 480 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| techgearlab.com | 80 | 29.1% |
| seriouseats.com | 59 | 21.5% |
| reddit.com | 38 | 13.8% |
| nordicware.com | 17 | 6.2% |
| target.com | 17 | 6.2% |
| homedepot.com | 10 | 3.6% |
| bonappetit.com | 10 | 3.6% |
| wilton.com | 7 | 2.5% |
Related category reports
FAQ
Which brands do AI assistants recommend most for cooling racks?
Over the last 30 days the top brands by AI mention share are: Spring Chef (11.4%), Nordic Ware (11.4%), Hamilton Beach (9.8%), Fat Daddio's (8.7%), Wilton (6.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about cooling racks?
GEOly estimates ~0 AI queries per month in this category across 4 buyer topics, led by “oven safe cooling racks”.
Which sources do AI engines cite for cooling racks?
The most-cited domains are: techgearlab.com, seriouseats.com, reddit.com, nordicware.com, target.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.