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Report updated Apr 18, 2026

Wine ID: AI Scanner & Tracker is an established food & drink app that is completely free. With a 4.7/5 rating from 68 reviews, it shows polarized user reception.

What is Wine ID: AI Scanner & Tracker?

Wine ID is an AI-powered wine discovery tool that prioritizes objective, conversational guidance over community-driven ratings. By focusing on a chat-based interface, it lowers the barrier to entry for casual wine drinkers who find traditional wine apps intimidating. While the app shows strong initial user satisfaction, it faces a crowded market dominated by entrenched players like Vivino. Its current growth phase is characterized by a free-to-use model, with future success likely dependent on its ability to convert its conversational AI into a robust, personalized purchasing assistant.

Current Momentum

v1.6

In this update, we improved wine search when switching currencies and fixed several minor UX issues.

Active Nemesis

CellarTracker

CellarTracker

By CellarTracker!

Other Rivals

Vino AI: Wine Scanner
Wine Enthusiast Cellars Remote
Viniou – Wine Cellar App
ABC Fine Wine & Spirits
Wine: Loja e Clube de Vinhos

7-Day Rank Pulse 🇺🇸

Food & Drink

No ranking data

Rating Pulse 🇺🇸

What makes this app unique?

What Does It Look Like?

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What Are The Key Features?

AI Label ScannerStandard

Uses artificial intelligence to instantly identify wine from a photo of the label.

Conversational AI AssistantDifferentiator

Chat-based interface allowing users to ask follow-up questions about wine costs, characteristics, and pairings.

Geolocation-based PurchasingDifferentiator

Uses location data to suggest where to buy the identified wine or its analogues nearby.

Objective Wine AnalysisStandard

Provides historical and taste characteristics without human bias or expert judgment.

How much does it cost?

Free
  • Free to download and use

The app is currently free with no explicit monetization, suggesting a user-acquisition phase.

What is the competitive landscape for Wine ID: AI Scanner & Tracker?

Where is it available?

Localized markets (20)

United StatesAustraliaBrazilCanadaGermanySpainFranceUnited KingdomIndonesiaIndiaItalyJapanSouth KoreaMexicoNetherlandsPortugalSwedenSingaporeTurkeyVietnam

How's The Food & Drink Market?

How does it evolve in the Food & Drink market?

Rank progression

86 active rankings tracked — 30-day window

The rivals identified

The outtake for Wine ID: AI Scanner & Tracker

Strengths to defend, gaps to attack

Core Strengths

  • Conversational AI interface
  • High user rating (4.69)
  • Objective, judgment-free positioning

Critical Frictions

  • Lack of clear monetization
  • Low review volume
  • Limited community features

Growth Levers

  • 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

Key Takeaways

Wine ID: AI Scanner & Tracker is an established food & drink app that is completely free. With a 4.7/5 rating from 68 reviews, it shows polarized user reception.

Where Is It Heading?

Trend analysis

Available very soon

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with editorial review, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Wine ID: AI Scanner & Tracker, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Cite this report

Marlvel.ai. “Wine ID: AI Scanner & Tracker Intelligence Report.” Updated Apr 18, 2026. https://marlvel.ai/apps/com-klimin-marketing-wineidentifier

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Data licensed under CC-BY-NC 4.0