Category AI Visibility Report
Ice Cream Makers 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
≈2,118
Est. AI queries / month
5
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 5 buyer topics in Ice Cream Makers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,118 AI queries per month.
- Cuisinart leads the AI shelf with 21.9% of brand mentions, followed by Ninja (18.6%) and Whynter (18.1%). The top three hold 58.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Small ice cream makers” (top keyword “ice cream makers small”, ~1,600 searches/mo).
- AI answers lean on reddit.com most (24.5% 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 | Cuisinart | 698 | 21.9% |
| 2 | Ninja | 593 | 18.6% |
| 3 | Whynter | 578 | 18.1% |
| 4 | Lello Musso | 238 | 7.5% |
| 5 | Breville | 201 | 6.3% |
| 6 | Dash | 148 | 4.6% |
| 7 | White Mountain | 124 | 3.9% |
| 8 | Immergood | 97 | 3% |
| 9 | Elite Cuisine | 55 | 1.7% |
| 10 | Lehman's | 55 | 1.7% |
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 |
|---|---|---|---|
| Small ice cream makers | ≈2,118 | ice cream makers small | 1,600 |
| Manual ice cream makers | — | ice cream makers white mountain | 3,600 |
| Compressor ice cream makers | — | compressor ice cream makers | 3,600 |
| Best ice cream makers | — | ice cream machine makers | 165,000 |
| Soft serve ice cream makers | — | soft ice cream machine for home | 8,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 107 | 24.5% |
| foodnetwork.com | 56 | 12.8% |
| goodhousekeeping.com | 56 | 12.8% |
| bonappetit.com | 54 | 12.4% |
| provenpantry.com | 35 | 8% |
| forbes.com | 21 | 4.8% |
| coneappetit.com | 17 | 3.9% |
| consumerreports.org | 16 | 3.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for ice cream makers?
Over the last 30 days the top brands by AI mention share are: Cuisinart (21.9%), Ninja (18.6%), Whynter (18.1%), Lello Musso (7.5%), Breville (6.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about ice cream makers?
GEOly estimates ~2,118 AI queries per month in this category across 5 buyer topics, led by “Small ice cream makers”.
Which sources do AI engines cite for ice cream makers?
The most-cited domains are: reddit.com, foodnetwork.com, goodhousekeeping.com, bonappetit.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.