Report updated Apr 2, 2026
Wine ID: AI Scanner & Tracker
v1.4Casual wine drinkers and shoppers who want quick, unbiased information and purchasing guidance without the intimidation of traditional wine expertise.
What Is Wine ID: AI Scanner & Tracker?
Launched Jul 18, 2024
Updated Dec 2025
What does it look like?
What are the key features?
Uses artificial intelligence to instantly identify wine from a photo of the label.
Chat-based interface allowing users to ask follow-up questions about wine costs, characteristics, and pairings.
Uses location data to suggest where to buy the identified wine or its analogues nearby.
Provides historical and taste characteristics without human bias or expert judgment.
What do users think? iIndependent intel reports to help builders create better apps or enhance existing ones. Still in beta, accuracy and relevancy get better every day. For informational purposes only.
Gathering public signals...
Sentiment analysis will be available once enough user reviews are collected.
How is it ranked?
| Chart | Rank | Change |
|---|---|---|
| Grossing | #81 | ▼11 |
What are the pros and cons?
Pros
- Conversational AI interface
- High user rating (4.69)
- Objective, judgment-free positioning
Cons
- Lack of clear monetization
- Low review volume
- Limited community features
What is the market outlook?
Growth Opportunities
- Integration with local delivery
- Personalized recommendation engine
- Educational content expansion
Market Threats
- Established competitors with data moats
- Platform-level AI disruption
- High user churn risk
Who competes with Wine ID: AI Scanner & Tracker?
Contenders
CellarTracker: #1 Wine Tracker
CellarTracker
A dominant force in wine tracking and inventory management that offers deep historical data and user-driven tasting notes.
Wine-Searcher
Wine-Searcher Ltd
The gold standard for price comparison and finding local retailers, directly competing with the app's geolocation-based purchasing feature.
Same Space
Afuté - wine & cheese pairing
Beyowi
Focuses on the 'assistant' aspect of wine selection, helping users choose wines based on food pairings and personal taste.
Wine Maps
Jonathan Lord
An educational app that provides objective wine characteristics and data, serving as a reference tool for casual drinkers.
New Kids on the Block
SOMM TV
Forgotten Man Films LLC
A modern, design-forward app using AI to provide personalized wine recommendations and concierge-style service.
Wine Vintages: Expert Ratings
VinoMobile
Uses a proprietary AI preference engine to predict wine enjoyment, positioning itself as a more personalized alternative to static databases.
What are the key takeaways?
Wine ID: AI Scanner & Tracker is a divisive food & drink app that is completely free. With a 4.7/5 rating from 62 reviews, it receives mixed feedback from users.
Best for: Casual wine drinkers and shoppers who want quick, unbiased information and purchasing guidance without the intimidation of traditional wine expertise.
How much does it cost?
Model: free
The app is currently free with no explicit monetization, suggesting a user-acquisition phase.