What LLMs cite
How to find effective wine marketing messages with AI for target consumers?
From recent prompt runs · United States · Updated September 10, 2026
GEOGrow tested this high-intent customer question across Gemini, Perplexity, and ChatGPT. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Outshinery
Leads across all key metrics
AI engines mentioning
2 of 3
Outshinery appears in 2 of 3 AI engines
#1 recommendations
1
Outshinery was the #1 recommendation once.
AI answer share
67%
Outshinery appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated September 10, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Outshinery Claim your company | 2 of 3 | 1 | 67% |
| 2 | Vivino Claim | 1 of 3 | 1 | 33% |
| 3 | Wine-Searcher Claim | 1 of 3 | 0 | 33% |
| 4 | Drizly Claim | 1 of 3 | 0 | 33% |
| 5 | Wine.com Claim | 1 of 3 | 0 | 33% |
| 6 | Naked Wines Claim | 1 of 3 | 0 | 33% |
| 7 | Overproof Claim | 1 of 3 | 0 | 33% |
| 8 | Bright Cellars Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Vivino
- 2. Wine-Searcher
- 3. Drizly
- 4. Wine.com
- 5. Naked Wines
- 6. Bright Cellars
+5 more in this answer
Gemini
- 5. Outshinery
- 6. Overproof
- 9. OpenAI ChatGPT
- 10. Sprout Social
- 20. Weinheimer Group
Perplexity
- 1. Outshinery
- 20. Weinheimer Group
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Outshinery currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Outshinery currently leads this conversation.
- #1 Outshinery 67%
- #2 Vivino 33%
- #3 Wine-Searcher 33%
- #4 Drizly 33%
- #5 Wine.com 33%
- #6 Naked Wines 33%
- #7 Overproof 33%
- #8 Bright Cellars 33%
Get ahead of the competition
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Multiple businesses already appear in this answer set. Claim your company, improve your visibility, and compete for the recommendations students and institutions will actually see.
Leading in AI is an advantage — keeping it is the strategy.
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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 find effective wine marketing messages with AI for target consumers?
- Market
- United States
- AI engines
- Gemini, Perplexity, and ChatGPT
- Research date
- September 10, 2026