Category AI Visibility Report
Ice Cream Novelties 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
≈40,828
Est. AI queries / month
7
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 7 buyer topics in Ice Cream Novelties across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 40,828 AI queries per month.
- Yasso leads the AI shelf with 11.2% of brand mentions, followed by Outshine (6%) and Nestlé Drumstick (4.9%). The top three hold 22.1% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Sandwich ice cream novelties” (top keyword “fatboy ice cream”, ~12,100 searches/mo).
- AI answers lean on reddit.com most (21.1% 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 | Yasso | 386 | 11.2% |
| 2 | Outshine | 205 | 6% |
| 3 | Nestlé Drumstick | 169 | 4.9% |
| 4 | Häagen-Dazs | 149 | 4.3% |
| 5 | Fatboy Lamzac | 145 | 4.2% |
| 6 | Magnum Bikes | 107 | 3.1% |
| 7 | Blue Bunny | 105 | 3.1% |
| 8 | Bubbies | 100 | 2.9% |
| 9 | Breyer | 90 | 2.6% |
| 10 | Oreo | 75 | 2.2% |
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 |
|---|---|---|---|
| Sandwich ice cream novelties | ≈21,243 | fatboy ice cream | 12,100 |
| Cone ice cream novelties | ≈19,585 | drumstick ice cream | 40,500 |
| Mochi ice cream novelties | — | mochi ice cream | 60,500 |
| Ice cream bar novelties | — | klondike bar | 49,500 |
| Low sugar ice cream novelties | — | healthy ice cream | 22,200 |
| Fruit bar ice cream novelties | — | melona ice cream | 22,200 |
| Frozen yogurt ice cream novelties | — | yasso ice cream | 22,200 |
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 | 93 | 21.1% |
| target.com | 54 | 12.3% |
| icecream.com | 38 | 8.6% |
| walmart.com | 25 | 5.7% |
| consumerreports.org | 23 | 5.2% |
| mochidoki.com | 20 | 4.5% |
| eatthis.com | 16 | 3.6% |
| yasso.com | 16 | 3.6% |
Related category reports
FAQ
Which brands do AI assistants recommend most for ice cream novelties?
Over the last 30 days the top brands by AI mention share are: Yasso (11.2%), Outshine (6%), Nestlé Drumstick (4.9%), Häagen-Dazs (4.3%), Fatboy Lamzac (4.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about ice cream novelties?
GEOly estimates ~40,828 AI queries per month in this category across 7 buyer topics, led by “Sandwich ice cream novelties”.
Which sources do AI engines cite for ice cream novelties?
The most-cited domains are: reddit.com, target.com, icecream.com, walmart.com, consumerreports.org. 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.