High confidence · 99 reviews analyzed · Based on 99 reviews. Signal may be noisy.

Frustrated

Recent user voice shows a frustrated sentiment. Users appreciate rapid problem recognition and step-by-step explanations help students maintain study momentum during homework sessions, but report aggressive monetization and coin-gating for basic search functions frustrate long-term users following recent updates.

Rating: 3.6

Reviews: 99

Confidence: high

How did the latest release land?

Overall
3.7/ 5
(782.7K)
Current version
3.5/ 5
-0.2 vs overall
(769)
Main signal post-update: aggressive monetization and coin-gating for basic search functions frustrate long-term users following recent updates.

Sentiment over time

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

Not enough recent reviews to plot a sentiment trend.

Review themes

Praise

What users love

  • Rapid problem recognition and step-by-step explanations help students maintain study momentum during homework sessions
    • Users appreciate the speed of problem identification when using the camera
    • Step-by-step breakdowns assist in understanding complex math concepts
Complaint

Common complaints

  • Aggressive monetization and coin-gating for basic search functions frustrate long-term users following recent updates
    • Users report that basic search functionality is now locked behind paywalls or coin requirements
Request

Most requested

  • Reversion to the classic search system that allowed free and direct access to problem solutions
    • Multiple users explicitly request the removal of the AI-focused system

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 QANDA: AI Math & Study Helper, 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