Medium confidence · Latest 100 of 101 total reviews analyzed · Based on 101 reviews. Signal may be noisy.

Mixed

Recent user voice shows a mixed sentiment. Users appreciate convenience of mobile ordering for skipping physical queues., but report technical friction during the top-up process and perceived complexity of the star-based reward system..

Rating: 3.6

Reviews: 101

Confidence: medium

How did the latest release land?

Overall
3.6/ 5
(13.7K)
Current version
3.0/ 5
-0.6 vs overall
(4)
Main signal post-update: technical friction during the top-up process and perceived complexity of the star-based reward system..

Sentiment over time

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

Review themes

Praise

What users love

  • Convenience of mobile ordering for skipping physical queues.
    • Users value the ability to order ahead.
Complaint

Common complaints

  • Technical friction during the top-up process and perceived complexity of the star-based reward system.
    • Frequent reports of top-up failures.
    • Confusion regarding star conversion rates.

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 Starbucks Indonesia, 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