How an Adelaide Hills Cellar Door Uses AI for Tasting Notes, Social Media and Stock Forecasting
Composite case study based on real patterns from Australian wine businesses using AI. Names are illustrative.
Fiona and her husband run a small boutique winery in the Adelaide Hills: around 3,000 cases a year, a cellar door open weekends, and a mailing list of about 800 wine club members. Good wine, loyal following, not enough hours in the day. Here’s how AI changed their working week.
Tasting Notes
Writing tasting notes used to take Fiona 20-30 minutes per wine: she’d write them at the end of a long harvest week when she was already exhausted. She’s not a professional wine writer, and it showed in her early notes. Now she gives ChatGPT the key details and gets a polished draft in 60 seconds:
“Write a tasting note for an Adelaide Hills Shiraz. Vintage: 2023. Colour: deep ruby. Nose: dark cherry, pepper, subtle oak. Palate: medium-full bodied, fine-grained tannins, dark fruits, 5% new French oak. Finish: long, savoury. Serve with: lamb, hard cheese, charcuterie. Style: approachable but will cellar 8-10 years. Tone: warm and accessible, not overly technical. Around 80 words.”
She edits every note before it goes on the website or label, but the heavy lifting is done. Tasting note time: from 25 minutes to 5 minutes per wine.
Wine Club Emails
Quarterly wine club releases require a newsletter to 800 members. Fiona was writing these herself: usually at 11pm the night before the release. Now she outlines the key points (wines in the release, vintage notes, cellar door events, any personal news from the property) and ChatGPT drafts the email. She rewrites in her voice, but the structure and first draft come back in minutes.
Open rates on the newsletter have actually gone up: she thinks because she’s now writing more frequently (monthly instead of quarterly) since it’s faster to produce.
Social Media
The cellar door’s Instagram was inconsistent: great photos, sporadic captions, long gaps. Fiona now batches a month of captions in one Saturday morning session. She picks her photos, writes a one-line brief for each (“harvest underway, team picking at dawn, golden light”), and gets caption drafts. She keeps what sounds like her, edits the rest, and schedules everything in one go.
She also uses AI for cellar door event posts, wine pairing suggestions, and “what to drink this weekend” content: quick, consistent, on-brand.
Stock Forecasting
This one surprised her. Fiona pasted three years of sales data (by month, by wine, by channel) into ChatGPT and asked it to identify patterns and help her plan production. The analysis picked up things she’d never consciously tracked: like that Rosé sells 40% faster in October-November than she’d been accounting for, and that their Chardonnay sells out by July most years, meaning she was losing wine club sales she could have captured with earlier release timing.
Not a replacement for proper inventory software, but for a small operation without a data analyst, it was genuinely useful strategic input.
What It Costs
- ChatGPT Plus: ~AU$28/month
- Scheduling tool (Later): ~AU$25/month
- Total: ~AU$53/month
“It’s less than a case of our entry-level wine,” Fiona says. “And it’s saved me more time than I can count.”
What She Hasn’t Changed
The wines themselves, obviously. And the cellar door experience: the personal welcome, the stories about the vineyard, the relationship with wine club members. AI handles the desk work. The winemaking and hospitality remain entirely human.
📖 Related: AI for restaurants and hospitality | AI for email writing
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- AI for Australian Restaurants
- AI for Email Writing. Australian Small Business
- AI for Social Media
- 50 AI Prompts for Australian Small Business
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