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Reflex: Shoulder Mobility App

Reflex: Shoulder Mobility App

By Sliced Backhand

Reflex is a health and fitness app for iOS that uses AI-guided motion capture to measure shoulder mobility and track recovery progress.

The App DNA

What makes this app unique?

Users turn to Reflex to replace manual goniometer measurements with automated, camera-based tracking, removing the need for in-person physical therapy visits for routine range-of-motion checks.

For Individuals recovering from shoulder injuries or those seeking to monitor shoulder mobility and prevent future injury.

What does it look like?

Key features

AI-Guided Motion Captureedge

Uses device camera to recognize shoulder position and guide measurements.

Progress Tracking Chartsstandard

Visualizes range of motion and pain trends.

Side-by-Side Comparisonedge

Displays historical and current movement images.

How much does it cost?

subscriptionFree: 2 assessments per month, unlimited pain/sleep trackingPremium: Unlimited measurements, custom exercises, side-by-side comparisons

The freemium model gates advanced recovery data behind a subscription, but the current lack of functionality makes the premium tier a high-risk purchase.

Velocity

Dormant developmentUX improvementsShow more...

Reflex: Shoulder Mobility App has been inactive for 1,341 days, indicating a complete cessation of development. There have been no feature updates, bug fixes, or operational changes in the observed history. The project appears to be in a dormant state with no signs of active maintenance or support.

See all version history

Who built it?

Sliced Backhand

4 apps tracked · Health & Fitness

Bike Biomechanics Measuring AIBike Biomechanics Measuring AIReflexes - Activities at HomeReflexes - Activities at HomeNeckCheckUp: Prevent Neck PainNeckCheckUp: Prevent Neck Pain
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User Sentiment

What do users think recently?

Fresh user feedback skews frustrated.

How are ratings & reviews evolving?

App Store
4.36 · 14

What users say, by theme

What Frustrates Users
  • Accessing the history tab triggers an immediate app crash, preventing users from viewing their progress
+ 2 more themes

1 of 1 recent reviews analyzed · limited sample

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Unlock 2 more frustration themes, each backed by review evidence.

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Competition

Competitive landscape for Reflex: Shoulder Mobility App

How's the Health & Fitness market?

Reflex occupies a niche in the Health & Fitness category, but its lack of updates since December 2022 leaves it stagnant compared to active competitors. The 4.36 rating is based on a very small sample, masking the severity of recent functional regressions.

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The rivals identified

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The Analyst's Read

Key takeaways for Reflex: Shoulder Mobility App

Where is it heading?

Users report: The market for digital physical therapy is shifting toward integrated, stable platforms that offer consistent data tracking. Reflex is currently exposed due to its lack of updates and broken core features, which will likely lead to continued churn and negative sentiment until the stability issues are addressed.

  • The 44-month update gap indicates the app is in maintenance mode, which erodes user trust in its ability to support long-term recovery.
  • Active regressions in the history and photo-saving features prevent users from tracking progress, directly leading to refund requests and negative sentiment.

The SWOT

Core Strengths
  • AI-guided motion capture replaces manual goniometer measurements
Critical Frictions 2 weaknesses inside
Growth Levers
  • B2B partnerships with physical therapy clinics
Market Threats 1 threat identified

Next best moves

1 Invest · 1 Maintain · 1 Sunset

Fix history tab crash because it is the #1 churn risk → restore core utility

+ 2 more prioritized moves

The counter-intuitive read

The app's biggest risk is not a competitor, but its own 44-month silence…

Read the full take

Since the last report: Reflex remains in a state of technical stagnation, with no functional updates to address the 44-month development gap. The primary shift is a more tactical approach to risk management, specifically the recommendation to pause premium subscription prompts to mitigate brand damage.

Bottom line

Reflex relies on its AI-guided motion capture to provide value, but the current functional regressions in data persistence and history access invalidate the user experience. Addressing these stability issues is the only path to restoring the trust required for a subscription-based recovery tool.

Unlock 2 critical frictions, 1 market threat, 2 more prioritized moves and the analyst’s take.

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Sources

  1. [1] App Store, source

Report last updated

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 Reflex: Shoulder Mobility App, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

What's new

Reflex remains in a state of technical stagnation, with no functional updates to address the 44-month development gap. The primary shift is a more tactical approach to risk management, specifically the recommendation to pause premium subscription prompts to mitigate brand damage.

added

New SWOT items

shifted

Executive Summary narrative shift

added

Subscription gating strategy

Cite this report

Marlvel.ai. “Reflex: Shoulder Mobility App Intelligence Report.” Updated Aug 14, 2026. https://marlvel.ai/apps/reflex-shoulder-mobility-app

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