High confidence · 72 reviews analyzed · Based on 72 reviews. Signal may be noisy.

Frustrated

Recent user voice shows a frustrated sentiment. Users appreciate core product quality and coffee freshness maintain high satisfaction for daily habitual users, but report technical failures during payment and order submission cause significant financial and service friction.

Rating: 4.6

Reviews: 72

Confidence: high

How did the latest release land?

Overall
4.6/ 5
(598.8K)
Current version
2.5/ 5
-2.1 vs overall
(42)
Main signal post-update: technical failures during payment and order submission cause significant financial and service friction.

Sentiment over time

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

Review themes

Praise

What users love

  • Core product quality and coffee freshness maintain high satisfaction for daily habitual users
    • Users frequently cite the quality of coffee and donuts as the primary reason for continued use
    • Positive sentiment remains anchored in the consistent taste of breakfast items
Complaint

Common complaints

  • Technical failures during payment and order submission cause significant financial and service friction
    • Users report being charged for orders that never reach the store location
    • Frequent error messages prevent users from adding funds or completing transactions
Request

Most requested

  • Implementation of a manual order cancellation button to handle accidental or erroneous submissions
    • Users request a way to cancel orders directly in the app when errors occur
    • The lack of a self-service cancellation option forces users to visit stores in person

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 Dunkin’ Emojis, 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