Category AI Visibility Report
Coffee Pods 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
≈4,636
Est. AI queries / month
9
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 9 buyer topics in Coffee Pods across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 4,636 AI queries per month.
- Nespresso leads the AI shelf with 17.8% of brand mentions, followed by Peet's (7.9%) and Illy Coffee (7.8%). The top three hold 33.5% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “ESE coffee pods” (top keyword “ese coffee pods lavazza”, ~1,600 searches/mo).
- AI answers lean on reddit.com most (38.1% 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 | Nespresso | 754 | 17.8% |
| 2 | Peet's | 333 | 7.9% |
| 3 | Illy Coffee | 328 | 7.8% |
| 4 | Lavazza | 254 | 6% |
| 5 | Starbucks | 231 | 5.5% |
| 6 | Maud | 216 | 5.1% |
| 7 | Green Mountain | 213 | 5% |
| 8 | Keurig | 165 | 3.9% |
| 9 | Perfect Pod | 133 | 3.1% |
| 10 | San Francisco Bay Coffee | 128 | 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 |
|---|---|---|---|
| ESE coffee pods | ≈2,442 | ese coffee pods lavazza | 1,600 |
| compostable coffee pods | ≈2,194 | compost coffee pods | 1,600 |
| espresso coffee pods | — | keurig coffee espresso pods | 6,600 |
| decaf coffee pods | — | coffee pods decaf | 2,400 |
| coffee pods for Nespresso | — | nespresso | 823,000 |
| flavored coffee pods | — | coffee pods flavored | 880 |
| reusable coffee pods | — | keurig coffee pods reusable | 8,100 |
| coffee pods for Keurig | — | k cups | 40,500 |
| iced coffee pods | — | keurig iced coffee pods | 1,900 |
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 | 141 | 38.1% |
| nespresso.com | 57 | 15.4% |
| goodhousekeeping.com | 20 | 5.4% |
| peets.com | 18 | 4.9% |
| woken.coffee | 16 | 4.3% |
| target.com | 16 | 4.3% |
| beanground.com | 13 | 3.5% |
| roast.love | 9 | 2.4% |
Related category reports
FAQ
Which brands do AI assistants recommend most for coffee pods?
Over the last 30 days the top brands by AI mention share are: Nespresso (17.8%), Peet's (7.9%), Illy Coffee (7.8%), Lavazza (6%), Starbucks (5.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about coffee pods?
GEOly estimates ~4,636 AI queries per month in this category across 9 buyer topics, led by “ESE coffee pods”.
Which sources do AI engines cite for coffee pods?
The most-cited domains are: reddit.com, nespresso.com, goodhousekeeping.com, peets.com, woken.coffee. 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.