By Blake Jackson
Artificial intelligence (AI) is gaining attention across the business world, but many small wineries still question how it can be applied to their operations. Andrew Weber of Northern Cross Vineyard recently explored whether AI could help answer practical business questions related to wine pricing, promotions, and customer engagement.
Using three years of sales data from the winery’s Square point-of-sale system, Weber uploaded transaction records into ChatGPT and asked it to identify trends and opportunities.
The analysis included product sales, pricing history, discounts, tasting-room purchases, and customer activity. The exercise showed that even basic sales data can provide valuable insights when analyzed systematically.
One key finding involved pricing. Because most wines had remained at similar price points for several years, the data offered limited insight into customer price sensitivity.
However, AI suggested testing modest price increases and creating clearer price differences between standard and reserve wines. Rather than providing definitive answers, the system recommended controlled experiments and highlighted performance metrics that should be monitored.
The analysis also revealed opportunities to improve promotions. Instead of offering broad discounts, AI recommended incentives tied to specific behaviors, such as applying tasting fees toward the purchase of three bottles. This approach could encourage larger purchases while preserving profit margins.
Customer segmentation emerged as another important opportunity. The data suggested that first-time visitors, repeat customers, and loyal buyers should receive different offers based on their purchasing habits and engagement levels.
The project also exposed data gaps, including inconsistent customer identification, limited cost information, and insufficient pricing variation. These findings helped identify additional information that should be collected in the future, including visitor demographics, promotion history, inventory data, and customer loyalty metrics.
Weber concluded that AI is most valuable as a decision-support tool rather than a replacement for human judgment. By combining quality data, AI-generated insights, and practical business experience, small wineries can better understand customer behavior, test new strategies, and make more informed decisions.
For winery owners, AI may be less about automation and more about gaining a clearer view of how their business operates and where growth opportunities exist.
Photo Credit: gettyimages-willhowecreative
Categories: New York, Business, General