Category AI Visibility Report
Tobacco Products 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
≈13,400
Est. AI queries / month
11
Buyer topics monitored
20
Brands on the AI shelf
2
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 11 buyer topics in Tobacco Products across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 13,400 AI queries per month.
- Stoker's leads the AI shelf with 10.8% of brand mentions, followed by Marlboro (7.5%) and CAMEL (7%). The top three hold 25.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “slim cigarettes” (top keyword “vogues cigarettes”, ~5,400 searches/mo).
- AI answers lean on reddit.com most (35.1% 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 | Stoker's | 232 | 10.8% |
| 2 | Marlboro | 162 | 7.5% |
| 3 | CAMEL | 151 | 7% |
| 4 | Levi Garrett | 135 | 6.3% |
| 5 | Virginia Slims | 111 | 5.2% |
| 6 | Red Man | 110 | 5.1% |
| 7 | Grizzly | 72 | 3.4% |
| 8 | Newport | 68 | 3.2% |
| 9 | Capri | 65 | 3% |
| 10 | Copenhagen | 60 | 2.8% |
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 |
|---|---|---|---|
| slim cigarettes | ≈6,796 | vogues cigarettes | 5,400 |
| long cigarettes | ≈5,607 | long cigarettes | 2,900 |
| chewing tobacco tubs | ≈997 | mail pouch chewing tobacco | 390 |
| plug chewing tobacco | — | plug chewing tobacco | 5,400 |
| twist chewing tobacco | — | twist tobacco | 1,300 |
| loose leaf chewing tobacco | — | chewing redman tobacco | 4,400 |
| chewing tobacco pouches | — | pouches of chewing tobacco | 1,300 |
| menthol cigarettes | — | newports cigarettes | 90,500 |
| flavored cigarettes | — | bubble cigarettes | 14,800 |
| light cigarettes | — | cigarettes light | 12,100 |
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 | 241 | 35.1% |
| nih.gov | 111 | 16.2% |
| fda.gov | 83 | 12.1% |
| stokers.com | 50 | 7.3% |
| wellfr.com | 37 | 5.4% |
| cdc.gov | 35 | 5.1% |
| wikipedia.org | 29 | 4.2% |
| cancer.gov | 26 | 3.8% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Cigarettes | ≈12,403 | 6 | Marlboro |
| Chewing Tobacco | ≈997 | 5 | Stoker's |
FAQ
Which brands do AI assistants recommend most for tobacco products?
Over the last 30 days the top brands by AI mention share are: Stoker's (10.8%), Marlboro (7.5%), CAMEL (7%), Levi Garrett (6.3%), Virginia Slims (5.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about tobacco products?
GEOly estimates ~13,400 AI queries per month in this category across 11 buyer topics, led by “slim cigarettes”.
Which sources do AI engines cite for tobacco products?
The most-cited domains are: reddit.com, nih.gov, fda.gov, stokers.com, wellfr.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.