Patient Wolf Distilling Co
AI Visibility Score and Ranking for
Wine & Spirits: Australia
Melbourne gin distillery with an active DTC shop.
Patient Wolf Distilling Co ranks #23 in the AU Wine & Spirits AI Visibility Index with a Visibility Score of 0.8/100. It was named in 26 of 3,150 AI answers across 13 of 150 tracked questions, averaging position 3.0 when mentioned.
Over the last 7 weekly scans, Patient Wolf Distilling Co's scan score moved from 0.6 on 21 August 2026 to 0.9 on 27 September 2026, up 0.3 points.
0.8
Visibility score
23
Found Rank
+1
Movement vs last window
3.0
Avg. position when mentioned
13
Prompts hit, of 150
Visibility score over time
Scored every week on the same 150 shopper questions across ChatGPT, Perplexity and Google AI Overviews. Each point is the score from that week's scan.
Patient Wolf Distilling Co vs Wine & Spirits
Running at 0.2x the Wine & Spirits category average — well behind the field.
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4
Where this brand sits in its industry
How it works
The questions shoppers ask. Every week. Every platform.
1. We ask what shoppers ask
150 questions per industry, drawn from real search and AI query data, not questions a brand would write about itself.
2. We ask every week, on every platform.
ChatGPT, Perplexity and Google's AI Overviews. Weekly scans, accumulated across a rolling scan window. Hundreds of answers per industry.
3. We record who gets named.
Every brand mention, its position in the answer, and which platform said it. The Visibility Score is the share of answers a brand appears in. Nothing weighted, nothing modelled.
How AI answers shopper questions about this brand
Questions where AI names Patient Wolf Distilling Co
- Best Australian distilleries
- Best Australian distillery to visit
- Best Australian gin distillery
- Best boutique Australian distilleries
- Best independent Australian distilleries
- Which Australian distilleries are worth trying
Questions where AI names other brands instead
- Best Australian spirits brands right now (Never Never Distilling Co, Archie Rose Distilling Co, Sullivans Cove)
- Best Australian spirits made from local produce (Lark Distillery, Archie Rose Distilling Co, Four Pillars Gin)
- Best craft spirits brands Australia (Never Never Distilling Co, Archie Rose Distilling Co, Sullivans Cove)
- Best small batch Australian spirits (Archie Rose Distilling Co, Never Never Distilling Co, Four Pillars Gin)
- Best Australian gin brands (Never Never Distilling Co, Archie Rose Distilling Co, Poor Toms)
- Best Australian whisky distillery to visit (Sullivans Cove, Lark Distillery, Archie Rose Distilling Co)
How the score is measured
A fixed battery of questions per vertical, asked weekly on ChatGPT, Perplexity and Google AI Overviews and accumulated across the full scan window. Visibility Score is the share of all answers that named the brand. Every population is frozen before scoring, with a documented cut log.
Read the full methodologyFrequently asked questions
What is Patient Wolf Distilling Co's AI Visibility Score?
Patient Wolf Distilling Co has an AI Visibility Score of 0.8 in the AU Wine & Spirits AI Visibility Index, ranked #23.
How often does AI recommend Patient Wolf Distilling Co?
Patient Wolf Distilling Co was named in 26 of 3,150 AI answers analysed, across 13 tracked questions, averaging position 3.0 when mentioned.
How is the AI Visibility Score calculated?
We asked ChatGPT, Perplexity and Google's AI Overviews the questions Australian wine & spirits shoppers actually ask, and tracked how often each brand was named. Full methodology at flux.agency/found/methodology.
Now you know the gap. Here's how it closes.
AI recommends what it can understand. We rebuild how your products, pages and entities are described so there is something for it to recommend. Fixed price, starts with an assessment.
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