What LLMs cite
How to improve targeted marketing for wine vintages?
From recent prompt runs · United States · Updated November 1, 2026
GEOGrow tested this high-intent customer question across ChatGPT, Gemini, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Commerce7
Leads across all key metrics
AI engines mentioning
2 of 3
Commerce7 appears in 2 of 3 AI engines
#1 recommendations
1
Commerce7 was the #1 recommendation once.
AI answer share
67%
Commerce7 appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 1, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Commerce7 Claim your company | 2 of 3 | 1 | 67% |
| 2 | Enolytics Claim | 2 of 3 | 0 | 67% |
| 3 | Highway 29 Creative Claim | 2 of 3 | 0 | 67% |
| 4 | WinePulse Claim | 1 of 3 | 0 | 33% |
| 5 | WineFlare Claim | 1 of 3 | 0 | 33% |
| 6 | VinterActive Claim | 1 of 3 | 0 | 33% |
| 7 | WineGlass Marketing Claim | 1 of 3 | 0 | 33% |
| 8 | NextGen Wine Marketing Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 2. Commerce7
- 3. Enolytics
- 4. WinePulse
- 5. VinterActive
- 6. Highway 29 Creative
- 7. Vint
+4 more in this answer
Gemini
+4 more in this answer
Perplexity
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- hwy29creative.com Winery SEO Checklist: 5 Must-Do Steps to Rank on Google
- ignitedigital.com Mastering SEO for Wineries: A 2026 Guide
- marketing.sfgate.com SEO for Wineries: Why You Need Optimization
- nextgenwinemarketing.com NextGen Wine Marketing
- nextgenwinemarketing.com How Google AI Search Will Change Wine Marketing
- padulamedia.com SEO for Wineries
- quora.com What are the best ways to promote a Wine brand digitally?
- tripleseat.com The Ultimate Guide: Winery Marketing Strategies & Budget
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Commerce7 currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Commerce7 currently leads this conversation.
- #1 Commerce7 67%
- #2 Enolytics 67%
- #3
- #4 WinePulse 33%
- #5 WineFlare 33%
- #6 VinterActive 33%
- #7
- #8
Get ahead of the competition
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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 improve targeted marketing for wine vintages?
- Market
- United States
- AI engines
- ChatGPT, Gemini, and Perplexity
- Research date
- November 1, 2026