Category AI Visibility Report
Cheese Puffs 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
≈1,944
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Cheese Puffs across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,944 AI queries per month.
- Cheetos leads the AI shelf with 14.2% of brand mentions, followed by Herr’s (10.9%) and Jen's Pirate Booty (8.3%). The top three hold 33.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “vegan cheese puffs” (top keyword “cheese puffs vegan”, ~480 searches/mo).
- AI answers lean on reddit.com most (26.2% 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 | Cheetos | 604 | 14.2% |
| 2 | Herr’s | 463 | 10.9% |
| 3 | Jen's Pirate Booty | 351 | 8.3% |
| 4 | Hip Peas | 319 | 7.5% |
| 5 | Wise | 233 | 5.5% |
| 6 | LesserEvil | 205 | 4.8% |
| 7 | Utz | 200 | 4.7% |
| 8 | Barbara’s Mouldings | 172 | 4% |
| 9 | Annie’s Original | 171 | 4% |
| 10 | Whisps | 108 | 2.5% |
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 |
|---|---|---|---|
| vegan cheese puffs | ≈658 | cheese puffs vegan | 480 |
| cheese puffs balls | ≈647 | cheese puffs balls | 880 |
| protein cheese puffs | ≈639 | protein cheese puffs | 480 |
| baked cheese puffs | — | baked hot cheetos | 22,200 |
| healthy cheese puffs | — | cheese puffs organic | 720 |
| hot cheese puffs | — | hottest cheese puffs | 590 |
| white cheddar cheese puffs | — | white cheddar puffs | 3,600 |
| cheddar cheese puffs | — | cheddar cheese puffs | 1,000 |
| gluten-free cheese puffs | — | cheese puffs gluten-free | 1,300 |
| jalapeno cheese puffs | — | jalapeno cheese puffs | 720 |
| bbq cheese puffs | — | honey bbq cheese puffs | 480 |
| hot honey cheese puffs | — | honey cheese puffs | 2,900 |
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 | 164 | 26.2% |
| target.com | 116 | 18.5% |
| taquitos.net | 76 | 12.1% |
| walmart.com | 69 | 11% |
| sporked.com | 30 | 4.8% |
| instacart.com | 18 | 2.9% |
| vegnews.com | 18 | 2.9% |
| wholefoodsmarket.com | 14 | 2.2% |
Related category reports
FAQ
Which brands do AI assistants recommend most for cheese puffs?
Over the last 30 days the top brands by AI mention share are: Cheetos (14.2%), Herr’s (10.9%), Jen's Pirate Booty (8.3%), Hip Peas (7.5%), Wise (5.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about cheese puffs?
GEOly estimates ~1,944 AI queries per month in this category across 12 buyer topics, led by “vegan cheese puffs”.
Which sources do AI engines cite for cheese puffs?
The most-cited domains are: reddit.com, target.com, taquitos.net, walmart.com, sporked.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.