Wine Lab AI Scanner & Tracker user reviews, decoded

Low confidence · 1 reviews analyzed

Frustrated

Recent user voice shows a frustrated sentiment. Users appreciate the initial wine scanning feature provides a high-quality experience for users during their first session.

Rating: 2.0

Reviews: 1

Confidence: low

Insufficient data to determine sentiment shift as only one review exists for the current version.

How did the latest release land?

Overall
2.0/ 5
(1)
Current version
2.0/ 5
0.0 vs overall
(1)
Main signal post-update: the initial wine scanning feature provides a high-quality experience for users during their first session.

Sentiment over time

Weekly average rating and review volume across stores, last 90 days.

Not enough recent reviews to plot a sentiment trend.

How have ratings & review volume moved?

Rating, review sentiment, and total reviews over time, with release markers showing the post-launch impact.

Review sentiment over time

Vertical markers = app releases. Hover any release for the post-release impact delta.

Limited review volume (1 reviews). Sentiment analysis will deepen as more data lands.

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with automated quality gates, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Wine Lab 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.

Data licensed under CC-BY-NC 4.0