What LLMs cite
How to verify the authenticity and provenance of premium aged bourbons?
From recent prompt runs · US · Updated October 26, 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
Whiskey ID
Leads across all key metrics
AI engines mentioning
3 of 3
Whiskey ID appears in 3 of 3 AI engines
#1 recommendations
2
Whiskey ID was the #1 recommendation twice.
AI answer share
100%
Whiskey ID appears in 100% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 26, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Whiskey ID Claim your company | 3 of 3 | 2 | 100% |
| 2 | WineFraud.com Authentication Services Claim | 1 of 3 | 1 | 33% |
| 3 | AlpVision Claim | 3 of 3 | 0 | 100% |
| 4 | Unicorn Auctions Claim | 2 of 3 | 0 | 67% |
| 5 | Buffalo Trace Distillery Claim | 3 of 3 | 0 | 100% |
| 6 | Rare Whisky 101 Claim | 1 of 3 | 0 | 33% |
| 7 | Selinko Claim | 1 of 3 | 0 | 33% |
| 8 | TTB Public COLA Registry Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Whiskey ID
- 2. Unicorn Auctions
- 3. Rare Whisky 101
- 4. TTB Public COLA Registry
- 5. Sotheby's Wine & Spirits
- 6. Buffalo Trace Distillery
+5 more in this answer
Gemini
- 1. Whiskey ID
- 2. AlpVision
- 3. Selinko
- 4. BlockBar
- 5. SICPA
- 6. Authentic Vision
+5 more in this answer
Perplexity
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- alpvision.com How to spot fake bourbon to protect your brand reputation
- youtube.com Avoid buying counterfeit bourbon; you could be breaking the law
- buffalotracedistillery.com Buffalo Trace Distillery | Award-Winning Kentucky Bourbon
- reddit.com Did you buy a FAKE Pappy? : r/DMVWhisky - Reddit
- whiskeyid.com Whiskey ID - Identify Collectable Bourbon and Rye Bottles
- breakingbourbon.com Breaking Bourbon - The #1 Authority in Bourbon & American Whiskey
- drinkshouse247.co.uk How to Spot a Fake Bottle of Premium Spirits
- kentucky.com Expert Adam Herz: How to spot fake Pappy, bourbon bottles
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Whiskey ID currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Whiskey ID currently leads this conversation.
- #1 Whiskey ID 100%
- #2
- #3 AlpVision 100%
- #4 Unicorn Auctions 67%
- #5
- #6 Rare Whisky 101 33%
- #7 Selinko 33%
- #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 verify the authenticity and provenance of premium aged bourbons?
- Market
- US
- AI engines
- ChatGPT, Gemini, and Perplexity
- Research date
- October 26, 2026