AI at CellarTracker

CellarTracker has been using artificial intelligence for over three years now, well before the recent wave of AI hype. We use it because it helps us solve real problems, not because it's trendy.

What AI Does at CellarTracker

We use AI to help with things like:

• Parsing receipts so you can add wines to your cellar quickly and accurately, even from wildly different formats.
• Matching wines across labels, vintages, and naming variations which is a surprisingly hard problem in the wine world.
• Powering smarter recommendations grounded in what our community of 10 million users has actually tasted and rated.
• Personalizing your experience by bringing together your tastes, your notes, and what we know about wine from our global community.

In every case, AI is a tool in service of CellarTracker's core mission: Helping you remember what you've experienced, decide what to drink or buy next, and explore new wines with confidence.

Our Approach to Privacy

We take a simple position: your data is yours.

We don't sell user data. We don't share your personal cellar or tasting information with third parties. When we use AI, your individual data is not used to train external models. The intelligence in CellarTracker comes from the collective, anonymized wisdom of our community not from exposing anyone's personal information.

AI Isn't Perfect

We'd rather be honest than oversell. AI helps us do things at scale that would be impossible manually, like parsing thousands of different receipt formats, but it makes mistakes. We design our systems to catch and correct errors, and we're always improving. If something looks off, let us know: support@cellartracker.com

Why This Matters

There are a lot of companies bolting AI onto their products for marketing purposes. That's not us. We've been quietly building AI into CellarTracker for years because it makes the product genuinely better. We'll keep doing that thoughtfully, transparently, and always with your privacy protected.

Where We Use AI

AI is used in several parts of the CellarTracker experience. In every case, it is designed to help interpret information that already exists in CellarTracker — your cellar, your history, and anonymized community data — and present it in more useful ways.

Chat

Chat helps you ask questions about your own wines and get guidance tailored to you.

• What data it uses:

  Your personal cellar inventory, your consumption history, and (when relevant) your own notes, combined with general wine knowledge and anonymized community insights.

• How it uses that data:

  AI interprets this context to answer questions, suggest what to drink, recommend purchases, or explain wines in your collection.

• What it does not do:

  Your data is never shared with other users, and conversations are not used to train external AI models.

Wine Pages

AI appears in several areas on wine pages to help summarize and interpret large volumes of community data.

Match (Will I Like this Wine?)

• Data used: Your personal taste preferences (derived from your ratings, notes, and consumption history) and aggregated community tasting data for the wine.
• How it’s used: AI assesses whether the style and characteristics of the wine are likely to align with styles you tend to enjoy.

Summarize this Wine

• Data used: Aggregated community tasting notes, ratings, structured wine attributes, general wine/producer/region/grape knowledge, and drinking windows.
• How it’s used: AI summarizes patterns and highlights notable characteristics of the wine.

Members Say

• Data used: Community tasting notes for the specific wine, or nearby vintages when notes are limited.
• How it’s used: AI condenses many individual notes into a concise summary that reflects common themes.

Food Pairings

• Data used: The wine’s style profile (grape, structure, acidity, body, sweetness) and general pairing principles defined by our wine experts.
• How it’s used: AI matches wine styles to complementary flavors and cuisines and highlights flavors to avoid.

Add via Receipt

Add via Receipt makes it easy to add wines to your cellar from purchase receipts, even when formats vary widely.

• What data it uses:

  The text extracted from your uploaded receipt (wine names, quantities, vintages, and other purchase details), along with CellarTracker’s internal wine database.

• How it’s used:

  AI analyzes the receipt text, identifies individual wine line items and prices, and matches those strings to the correct wines in our database, despite inconsistencies in naming, abbreviations, or formatting.

• What it does not do:

  Receipt data is used only to help you add wines to your cellar. It is not shared with other users and is not used to train external AI models. Purchase price data is used in Community Average Value calculations, but that data is anonymized.