What LLMs cite
How to retain wine club members
From recent prompt runs · United States · Updated September 15, 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
vinSUITE
Leads across all key metrics
AI engines mentioning
1 of 3
vinSUITE appears in 1 of 3 AI engines
#1 recommendations
1
vinSUITE was the #1 recommendation once.
AI answer share
33%
vinSUITE appears in 33% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated September 15, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | vinSUITE Claim your company | 1 of 3 | 1 | 33% |
| 2 | Vintiga Labs Claim | 1 of 3 | 1 | 33% |
| 3 | Commerce7 Claim | 1 of 3 | 0 | 33% |
| 4 | Bottle360 Claim | 3 of 3 | 0 | 100% |
| 5 | WineDirect Claim | 1 of 3 | 0 | 33% |
| 6 | Winehub Claim | 1 of 3 | 0 | 33% |
| 7 | VineTables Claim | 1 of 3 | 0 | 33% |
| 8 | WineView Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. vinSUITE
- 2. Commerce7
- 3. Bottle360
- 4. WineDirect
- 5. Winehub
- 6. VineTables
+4 more in this answer
Gemini
- 20. Bottle360
Perplexity
- 1. Vintiga Labs
- 3. Bottle360
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- vinsuite.com Wine Club Software for Wineries | vinSUITE
- vinsuite.com Wine Club Management Software: Pricing and Fit
- vintigalabs.com CRM - Vintiga
- wineview.com WineView - The Complete Club & Membership Platform for Wineries, Wine Bars & Breweries
- bottlethreesixty.com Clubs | Bottle360 DTC Winery Software
- cepaos.com Wine club software: subscriptions, recurring billing & shipments | Cepaos
- commerce7.com Clubs & Subscriptions Wine Clubs That Keep Members Longer
- decanter.com Wine subscription fatigue and how wineries can beat it
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
vinSUITE currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
vinSUITE currently leads this conversation.
- #1 vinSUITE 33%
- #2 Vintiga Labs 33%
- #3 Commerce7 33%
- #4 Bottle360 100%
- #5 WineDirect 33%
- #6 Winehub 33%
- #7 VineTables 33%
- #8 WineView 33%
Get ahead of the competition
Defend this answer before competitors close the gap.
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 retain wine club members
- Market
- United States
- AI engines
- Gemini, ChatGPT, and Perplexity
- Research date
- September 15, 2026