What LLMs cite
How to increase winery profit margins
From recent prompt runs · United States · Updated September 11, 2026
GEOGrow tested this high-intent customer question across Gemini, ChatGPT, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
InnoVint
Leads across all key metrics
AI engines mentioning
2 of 3
InnoVint appears in 2 of 3 AI engines
#1 recommendations
1
InnoVint was the #1 recommendation once.
AI answer share
67%
InnoVint appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated September 11, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | InnoVint Claim your company | 2 of 3 | 1 | 67% |
| 2 | Commerce7 Claim | 1 of 3 | 1 | 33% |
| 3 | Constellation Brands Claim | 1 of 3 | 1 | 33% |
| 4 | WineDirect Claim | 1 of 3 | 0 | 33% |
| 5 | Treasury Wine Estates Claim | 1 of 3 | 0 | 33% |
| 6 | Wine Plan Claim | 1 of 3 | 0 | 33% |
| 7 | vintrace Claim | 1 of 3 | 0 | 33% |
| 8 | E. & J. Gallo Winery Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Constellation Brands
- 2. Treasury Wine Estates
- 3. E. & J. Gallo Winery
- 4. The Wine Group
- 5. Pernod Ricard
- 6. Jackson Family Wines
+5 more in this answer
Gemini
PerplexityWhat LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- bevpowerpartners.com Understanding Winery Profit Margins
- commerce7.com Commerce7 Winery DTC Platform
- farmcrediteast.com Key Financial Metrics Every Winery Should Track
- getharvest.com Profit Margin Calculator for Winery - Try Free - Harvest
- goekos.com Ekos Winery Management Software
- home.binwise.com Wine Cost Control & By-the-Glass Optimization - BinWise
- industry.oregonwine.org Oregon Wine Profit Planner - Oregon Wine Industry
- innovint.us InnoVint Wine Production Software
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
InnoVint currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
InnoVint currently leads this conversation.
- #1 InnoVint 67%
- #2 Commerce7 33%
- #3
- #4 WineDirect 33%
- #5
- #6 Wine Plan 33%
- #7 vintrace 33%
- #8
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 3 independent AI observations.
- Question tested
- How to increase winery profit margins
- Market
- United States
- AI engines
- Gemini, ChatGPT, and Perplexity
- Research date
- September 11, 2026