Category AI Visibility Report
Vinegar Drinks 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
≈6,941
Est. AI queries / month
6
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 6 buyer topics in Vinegar Drinks across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 6,941 AI queries per month.
- Bragg leads the AI shelf with 25.1% of brand mentions, followed by POPPI (12.8%) and Vermont Village (8.5%). The top three hold 46.4% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “vinegar shot drinks” (top keyword “apple cider vinegar shot”, ~5,400 searches/mo).
- AI answers lean on reddit.com most (15% 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 | Bragg | 300 | 25.1% |
| 2 | POPPI | 153 | 12.8% |
| 3 | Vermont Village | 101 | 8.5% |
| 4 | KeVita | 47 | 3.9% |
| 5 | Trader Joe's | 41 | 3.4% |
| 6 | Fukuyamasu | 36 | 3% |
| 7 | Mizkan | 33 | 2.8% |
| 8 | OLIPOP | 31 | 2.6% |
| 9 | Tait Farm Foods | 30 | 2.5% |
| 10 | Little Apple Treats | 29 | 2.4% |
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 |
|---|---|---|---|
| vinegar shot drinks | ≈3,589 | apple cider vinegar shot | 5,400 |
| Japanese vinegar drinks | ≈3,352 | japanese drinking vinegar | 260 |
| apple cider vinegar drinks | — | apple cider vinegar drinks benefits | 74,000 |
| organic vinegar drinks | — | organic apple cider vinegar drinks | 18,100 |
| shrub vinegar drinks | — | shrub drink | 6,600 |
| sparkling vinegar drinks | — | poppi drink | 18,100 |
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 | 54 | 15% |
| bragg.com | 48 | 13.3% |
| healthline.com | 47 | 13% |
| verywellfit.com | 27 | 7.5% |
| eatingwell.com | 26 | 7.2% |
| health.com | 17 | 4.7% |
| nih.gov | 17 | 4.7% |
| bonappetit.com | 17 | 4.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for vinegar drinks?
Over the last 30 days the top brands by AI mention share are: Bragg (25.1%), POPPI (12.8%), Vermont Village (8.5%), KeVita (3.9%), Trader Joe's (3.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about vinegar drinks?
GEOly estimates ~6,941 AI queries per month in this category across 6 buyer topics, led by “vinegar shot drinks”.
Which sources do AI engines cite for vinegar drinks?
The most-cited domains are: reddit.com, bragg.com, healthline.com, verywellfit.com, 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.