Summary
This eLLMo AI blog post provides a concise, actionable guide for wine retailers on transforming their existing tasting notes and product details into structured, agent-ready data that AI assistants like ChatGPT and Google Gemini can reliably use to recommend and sell wine. The article emphasizes the importance of organizing catalog information—such as vintages, critic scores, formats, and compliance data—so that AI can accurately represent products, build trust with consumers, and streamline the path to purchase. Key best practices include standardizing year formats, tagging food pairings, verifying shipping restrictions, and ensuring price accuracy. The post outlines a clear three-step framework: connect your content, structure and organize it, and then distribute it across AI platforms to unlock new sales channels. Authored by the eLLMo Team, the article positions eLLMo as the trusted translation layer enabling brands to be found, understood, and transacted upon by AI agents without extra manual work or replatforming.
- Why does my wine catalog need to be “agent-ready” for AI assistants? * AI assistants increasingly drive product discovery and recommendations; if your catalog is unstructured or inconsistent, your wines may be overlooked or misrepresented. Organizing your data ensures accurate, compelling recommendations and more completed sales.
- What are the most important data points to include for AI-driven wine sales? * Critical details include vintage and region, critic scores, format/size, flavor profile, food pairings, compliance info (e.g., shipping eligibility, allergens), and real-time pricing and availability.
- How can I quickly improve my catalog’s AI readiness? * Standardize year formats, add basic food pairing tags, verify and document shipping states, and keep prices in sync between your catalog and checkout page.
- What is the recommended process for making my catalog agent-ready? * The eLLMo framework is: 1) Connect your existing content (no manual entry required), 2) Structure and organize it into clear categories, and 3) Share your verified catalog with leading AI assistants to enable seamless recommendations and transactions.
- How does eLLMo AI help with this process? * eLLMo ingests your current website and catalog, normalizes and enriches product data, and distributes it via agent-native protocols, ensuring your wines are discoverable, accurately described, and transactable across all major AI platforms—without replatforming.

