Category AI Visibility Report
Cereal Bars 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
≈1,591
Est. AI queries / month
8
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 8 buyer topics in Cereal Bars across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,591 AI queries per month.
- KIND leads the AI shelf with 9.4% of brand mentions, followed by Nature Valley (5.6%) and Reese's (5.1%). The top three hold 20.1% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “low sugar cereal bars” (top keyword “cereal bars low sugar”, ~320 searches/mo).
- AI answers lean on reddit.com most (29.5% 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 | KIND | 319 | 9.4% |
| 2 | Nature Valley | 191 | 5.6% |
| 3 | Reese's | 174 | 5.1% |
| 4 | Magic | 137 | 4% |
| 5 | MadeGood | 125 | 3.7% |
| 6 | Nature's Bakery | 123 | 3.6% |
| 7 | QUEST | 119 | 3.5% |
| 8 | RXBAR | 114 | 3.4% |
| 9 | Nutri-Grain | 108 | 3.2% |
| 10 | Lara | 105 | 3.1% |
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 |
|---|---|---|---|
| low sugar cereal bars | ≈860 | cereal bars low sugar | 320 |
| cereal bars with marshmallow | ≈731 | rice krispie bars | 3,600 |
| gluten free cereal bars | — | gluten free snack bars | 2,900 |
| cereal bars with milk | — | milk and cereal bars | 1,600 |
| fruit cereal bars | — | fig bars | 27,100 |
| healthy cereal bars | — | fiber bars | 8,100 |
| cereal bars with peanut butter | — | peanut butter bars | 18,100 |
| protein cereal bars | — | nugo bars | 4,400 |
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 | 92 | 29.5% |
| walmart.com | 38 | 12.2% |
| consumerreports.org | 30 | 9.6% |
| target.com | 24 | 7.7% |
| healthline.com | 18 | 5.8% |
| magicspoon.com | 10 | 3.2% |
| realsimple.com | 10 | 3.2% |
| bonappetit.com | 9 | 2.9% |
Related category reports
FAQ
Which brands do AI assistants recommend most for cereal bars?
Over the last 30 days the top brands by AI mention share are: KIND (9.4%), Nature Valley (5.6%), Reese's (5.1%), Magic (4%), MadeGood (3.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about cereal bars?
GEOly estimates ~1,591 AI queries per month in this category across 8 buyer topics, led by “low sugar cereal bars”.
Which sources do AI engines cite for cereal bars?
The most-cited domains are: reddit.com, walmart.com, consumerreports.org, target.com, healthline.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.