Category AI Visibility Report
Vinegar 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
≈27,915
Est. AI queries / month
7
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 7 buyer topics in Vinegar across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 27,915 AI queries per month.
- Great Value leads the AI shelf with 16.5% of brand mentions, followed by Heinz (15.1%) and Member's Mark (6.6%). The top three hold 38.2% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “apple cider vinegar” (top keyword “apple vinegar vinegar”, ~201,000 searches/mo).
- AI answers lean on reddit.com most (14.3% 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 | Great Value | 271 | 16.5% |
| 2 | Heinz | 249 | 15.1% |
| 3 | Member's Mark | 108 | 6.6% |
| 4 | Bragg | 82 | 5% |
| 5 | Marukan | 77 | 4.7% |
| 6 | Acetaia Giusti | 62 | 3.8% |
| 7 | Mizkan | 57 | 3.5% |
| 8 | Harris | 55 | 3.3% |
| 9 | Colavita | 45 | 2.7% |
| 10 | Zep | 43 | 2.6% |
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 |
|---|---|---|---|
| apple cider vinegar | ≈19,036 | apple vinegar vinegar | 201,000 |
| white vinegar | ≈8,879 | white vinegar | 49,500 |
| white vinegar for laundry | — | white vinegar use in laundry | 40,500 |
| rice vinegar | — | rice with vinegar | 40,500 |
| white vinegar for rust removal | — | remove rust with white vinegar | 40,500 |
| balsamic vinegar | — | balsamic vinegar | 74,000 |
| white vinegar for cleaning | — | cleaning white vinegar | 74,000 |
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 | 49 | 14.3% |
| clorox.com | 28 | 8.2% |
| consumerreports.org | 27 | 7.9% |
| walmart.com | 26 | 7.6% |
| southernliving.com | 20 | 5.8% |
| healthline.com | 19 | 5.5% |
| balsamicotradizionale.it | 18 | 5.2% |
| heinz.com | 16 | 4.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for vinegar?
Over the last 30 days the top brands by AI mention share are: Great Value (16.5%), Heinz (15.1%), Member's Mark (6.6%), Bragg (5%), Marukan (4.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about vinegar?
GEOly estimates ~27,915 AI queries per month in this category across 7 buyer topics, led by “apple cider vinegar”.
Which sources do AI engines cite for vinegar?
The most-cited domains are: reddit.com, clorox.com, consumerreports.org, walmart.com, southernliving.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.