Category AI Visibility Report
Snack Foods 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
≈36,812
Est. AI queries / month
33
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 33 buyer topics in Snack Foods across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 36,812 AI queries per month.
- Cheez-It leads the AI shelf with 2.3% of brand mentions, followed by Lay (2.3%) and Chomps (1.5%). The top three hold 6.1% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Snack foods for work” (top keyword “healthy snack foods for work”, ~5,400 searches/mo).
- AI answers lean on reddit.com most (23.3% 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 | Cheez-It | 246 | 2.3% |
| 2 | Lay | 240 | 2.3% |
| 3 | Chomps | 162 | 1.5% |
| 4 | KIND | 158 | 1.5% |
| 5 | Doritos | 158 | 1.5% |
| 6 | RITZ | 154 | 1.5% |
| 7 | Cheetos | 152 | 1.4% |
| 8 | TimTam | 146 | 1.4% |
| 9 | QUEST | 141 | 1.3% |
| 10 | Chex Mix | 140 | 1.3% |
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 |
|---|---|---|---|
| Snack foods for work | ≈5,064 | healthy snack foods for work | 5,400 |
| Bulk snack foods | ≈4,938 | sam's club snacks | 6,600 |
| American snack foods | ≈4,915 | american snacks | 5,400 |
| Canadian snack foods | ≈4,831 | canadian snacks | 3,600 |
| Frozen snack foods | ≈4,666 | frozen snacks | 3,600 |
| Cheap snack foods | ≈4,225 | dollar tree snacks | 6,600 |
| British snack foods | ≈4,191 | walkers snack foods | 8,100 |
| Australian snack foods | ≈3,982 | australian snacks | 2,900 |
| Snack foods for kids | — | snacks for kids | 14,800 |
| High calorie snack foods | — | high calorie snacks | 9,900 |
| Halloween snack foods | — | halloween snacks | 14,800 |
| Protein snack foods | — | snack protein foods | 60,500 |
| Indian snack foods | — | indian snacks | 12,100 |
| Sweet snack foods | — | sweet snacks | 14,800 |
| Healthy snack foods | — | healthy foods snack | 246,000 |
| Popcorn snack foods | — | popcorn snacks | 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 | 339 | 23.3% |
| healthline.com | 88 | 6% |
| foodnetwork.com | 80 | 5.5% |
| clevelandclinic.org | 67 | 4.6% |
| eatingwell.com | 66 | 4.5% |
| target.com | 66 | 4.5% |
| consumerreports.org | 51 | 3.5% |
| verywellhealth.com | 48 | 3.3% |
Related category reports
FAQ
Which brands do AI assistants recommend most for snack foods?
Over the last 30 days the top brands by AI mention share are: Cheez-It (2.3%), Lay (2.3%), Chomps (1.5%), KIND (1.5%), Doritos (1.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about snack foods?
GEOly estimates ~36,812 AI queries per month in this category across 33 buyer topics, led by “Snack foods for work”.
Which sources do AI engines cite for snack foods?
The most-cited domains are: reddit.com, healthline.com, foodnetwork.com, clevelandclinic.org, eatingwell.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.