## ⚠ Content Warning

This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here.

---
last_verified: "2026-05-25T11:09:20.557Z"
---
schema_type: "SoftwareApplication"
entity_type: "Mobile Application"
app_name: "VibraTilt"
developer_entity: "Samuel Gan"
bundle_id: "com.bii.VibraTilt"
app_store_id: "1026757502"
category: "Medical"
primary_platform: "ios"
primary_monetization: "Free"
offline_capable: false
market_region: "US"
platforms: "iOS"
app_last_updated: "2015-10-26"
report_date: "2026-05-25"
last_verified: "2026-05-25"
report_version: "1.2"
total_reviews: 2
overall_rating: 5
confidence: "low"
confidence_score: 0.05
data_age_days: 0
momentum_velocity: "zombie"
intelligence_version: 4
competitor_count: 6
tags: ["medical", "free", "mobile app", "app review", "app analysis", "users", "requiring", "precise"]
canonical_url: "https://marlvel.ai/intel-report/medical/vibratilt"
license: "CC-BY-NC 4.0"
content_version: "v2"
---

# VibraTilt App Audit

## TL;DR {#tldr}

- **Category**: Medical · Free
- **Signal**: Rating 5

> **TL;DR:** VibraTilt is a medical app by Samuel Gan, rated 5/5 by 2 users, available on iOS.
>
> **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence.

<!-- speakable-start -->
> **Key Insight:** VibraTilt is a medical app by Samuel Gan.
<!-- speakable-end -->

## Quick Facts

| Fact | Value |
| :--- | :--- |
| **Rating** | 5/5 (2 reviews) |
| **Category** | Medical |
| **Developer** | Samuel Gan |
| **Pricing** | Free |
| **Platforms** | iOS |
| **Confidence** | Low (0.05/1.0) |
| **Data Age** | 0d |

## Metadata & Market Performance
- **Publisher:** Samuel Gan
- **Category:** Medical
- **Target Audience:** Users requiring precise sensor-based measurements for clinical monitoring or physical activity tracking.
- **Platforms:** iOS
- **Version Audited:** 1.2
- **Audit Date:** 2026-05-25
- **Signal Count:** 1 reviews analyzed
- **Confidence:** Low (0.05/1.0)
- **App Store ID (iOS):** 1026757502
- **Bundle ID:** com.bii.VibraTilt
- **Performance Trend:** Declining
- **Data Window:** Analysis based on signals collected up to 2026-05-25

<!-- section:executive-snapshot -->
## Executive Snapshot
**What it is:** VibraTilt is a sensor-based diagnostic utility for iOS that measures surface flatness, vibration, and physical movement.
**Why users hire it:** Users hire the app to quantify physical tremors or surface tilt for clinical monitoring, but the lack of updates forces them to seek more reliable alternatives.
<!-- /section:executive-snapshot -->

<!-- section:features -->
## App DNA (Features & Intent)
- **[Standard] Surface Flatness Measurement:** Uses device gyroscope and accelerometer to calculate tilt and surface level
- **[Differentiator] Vibration and Shake Analysis:** Records and quantifies movement patterns using internal sensors
- **[Standard] Pedometer Functionality:** Configures sensor input to track physical exercise steps
  * *User Intent:* Users want visibility into their own performance and progress.
<!-- /section:features -->

<!-- section:market-position -->
## Market Position {#market-position}

VibraTilt operates as a legacy utility with no recent updates, trailing modern diagnostic apps that provide high-fidelity hardware integration. The lack of active development limits its competitive standing to a niche, static toolset.
<!-- /section:market-position -->

## Monetization Strategy
- **Model:** Free
- **Tiers:** Free
- **Analysis:** The app is distributed as a free utility with no visible monetization gates or subscription tiers.

<!-- section:swot -->
## SWOT Analysis {#swot}

**Core Strengths:**
- Sensor-based diagnostic utility provides immediate, hardware-level data access without external dependencies.
- Specialized clinical use-case targeting provides a clear, albeit narrow, value proposition for Parkinson's monitoring.

**Critical Frictions:**
- No feature updates since 2015 creates a significant technical-debt and feature-parity gap.
- Lack of monetization strategy prevents reinvestment into the product or user acquisition.

**Growth Levers:**
- Integration with wearable sensor APIs could expand the clinical utility beyond internal device sensors.
- Modernizing the UI to support current iOS design standards would improve usability for non-technical clinical users.

**Market Threats:**
- Competitors like DALY BMS and Fluidd utilize rapid update cadences that quickly render static tools obsolete.
- Absence of data-export features limits the utility for professional clinical settings where record-keeping is mandatory.

<!-- /section:swot -->
## Recent Changes (v3 → v4) {#recent-changes}

The app's strategic outlook has shifted from a potential pivot to a sunset recommendation due to continued development stagnation.

**Overall trend**: Declining
**Compared at**: 2026-05-25

### High-impact changes
- **[Shifted] Sunset Recommendation** (positioning) — PM action item changed from 'Invest' in data-export features to 'Sunset' the application to avoid brand dilution.
- **[Declined] Market Outlook** (positioning) — Outlook trend shifted from 'stable' to 'declining' due to the inability to support modern iOS sensor APIs.

### Medium-impact changes
- **[] Technical Debt Visibility** (swot) — Added specific weakness regarding the technical-debt gap created by the lack of updates since 2015.
- **[] Competitive Threat Update** (swot) — Added threat regarding competitors with rapid update cadences, specifically naming DALY BMS and Fluidd.

<!-- section:whats-new -->
## What's New

- **Latest (v1.1, 10 years ago):** Improved bubble physics to move realistically.
<!-- /section:whats-new -->

<!-- section:momentum -->
## App Momentum (Zombie) {#momentum}

- No feature updates since 2015.
- Static utility, no recent activity.

> **Cadence:** 2 total versions · 0 majors in last 6 months · 3863 days since last update · 45 days avg between updates

<!-- /section:momentum -->

<!-- section:so-what -->
## The "So What?" (Strategic Takeaway) {#so-what}

VibraTilt is an established medical app that is completely free.
With a 5/5 rating from 2 reviews, it shows polarized user reception.

<!-- speakable-start -->
> **Bottom Line:** VibraTilt provides a functional sensor-tracking tool, but the 2015 last-update date renders it obsolete against modern diagnostic competitors, so the PM should sunset the app to avoid brand dilution in the medical category.
<!-- speakable-end -->

**Best for:** Users requiring precise sensor-based measurements for clinical monitoring or physical activity tracking.

<!-- section:pm-actions -->
### PM Action Plan (Next Best Moves)

- [ ] [SUNSET] [HIGH IMPACT] Sunset the application because the 2015 last-update date signals abandonment → focus resources on active health-tech projects. — *The app has not received updates in nearly a decade, making it a liability in a clinical context.* _(trade-off: deprioritize No engineering capacity displaced; the project is already in maintenance-mode.)_
<!-- /section:pm-actions -->

<!-- section:feature-gaps -->
### Feature Gaps vs Competitors

- AI-driven data interpretation (available in Fluidd but absent here)
- NFC hardware synchronization (available in RaceSense Tyre Gauge but absent here)
- Live Activities status updates (available in BambuFarm but absent here)
<!-- /section:feature-gaps -->

<!-- section:outlook -->
### Outlook: Declining

The diagnostic utility market is consolidating around connected, AI-assisted hardware monitoring that provides actionable clinical insights. VibraTilt remains exposed due to its static, legacy architecture, which will continue to lose ground to competitors with active development cadences.

- 🔴 The lack of updates since 2015 prevents the app from utilizing modern iOS sensor APIs, which degrades the accuracy of clinical measurements.
- 🔴 Competitors are rapidly adopting AI-assisted diagnostics, which shifts user expectations away from passive tools like VibraTilt toward actionable, connected health solutions.
<!-- /section:outlook -->

<!-- /section:so-what -->

<!-- section:metrics -->
## Key Metrics Summary

| Metric | Value |
| :--- | :--- |
| Overall Rating | 5/5 |
| Total Reviews | 2 |
| Confidence | Low |
| Pricing Model | Free |
| Platforms | iOS |
| Key Features | 3 analyzed |
| Trend | Declining |
| Outlook | Declining |
<!-- /section:metrics -->

## Competitor Comparison

| App | Rating | Sentiment | Developer |
| :--- | :--- | :--- | :--- |
| **VibraTilt** (this app) | 5/5 | N/A | Samuel Gan |
| [PV2Go](https://marlvel.ai/intel-report/utilities/pv2go) | N/A/5 | N/A | Luxx GmbH |
| [Fluidd](https://marlvel.ai/intel-report/utilities/fluidd) | 1.0/5 | Upset | Fluidd |
| [BambuFarm - 3D Printer Monitor](https://marlvel.ai/intel-report/utilities/bambufarm-3d-printer-monitor) | 5.0/5 | N/A | Degentech |
| [LXNAV Battery monitor](https://marlvel.ai/intel-report/lifestyle/lxnav-battery-monitor) | N/A/5 | N/A | LXNAV d.o.o |
| [RaceSense Tyre Gauge](https://marlvel.ai/intel-report/lifestyle/racesense-tyre-gauge) | 5.0/5 | N/A | Swimovate Ltd |

## Company Profile
- **Developer:** Samuel Gan

## Data Sources & Links
- **App Store:** [View on Apple Store](https://apps.apple.com/us/app/vibratilt/id1026757502?uo=4)
- **Sources:** App store metadata.

## Related Intel Reports
- [*PV2Go*](https://marlvel.ai/intel-report/utilities/pv2go) (Luxx GmbH) — N/A Rating | N/A Sentiment
- [*Fluidd*](https://marlvel.ai/intel-report/utilities/fluidd) (Fluidd) — 1.0/5 Rating | Terrible Sentiment
- [*BambuFarm - 3D Printer Monitor*](https://marlvel.ai/intel-report/utilities/bambufarm-3d-printer-monitor) (Degentech) — 5.0/5 Rating | N/A Sentiment
- [*LXNAV Battery monitor*](https://marlvel.ai/intel-report/lifestyle/lxnav-battery-monitor) (LXNAV d.o.o) — N/A Rating | N/A Sentiment
- [*RaceSense Tyre Gauge*](https://marlvel.ai/intel-report/lifestyle/racesense-tyre-gauge) (Swimovate Ltd) — 5.0/5 Rating | N/A Sentiment
- [*DALY BMS*](https://marlvel.ai/intel-report/utilities/daly-bms) (所兵 邱) — 2.3/5 Rating | Mixed Sentiment
- [*Move On with AJ*](https://marlvel.ai/intel-report/medical/move-on-with-aj) (Universal Relaxation Ltd) — 4.3/5 Rating | Positive Sentiment
- [*Ortho Traumapedia*](https://marlvel.ai/intel-report/medical/orthotraumapedia) (HTG, LLC) — 3.5/5 Rating | N/A Sentiment
- [*NYC Employees PPO Plan*](https://marlvel.ai/intel-report/medical/com-uhg-mobile-nyce) (United HealthCare Services, Inc.) — 4.6/5 Rating | N/A Sentiment
- [*FHO+ Calc*](https://marlvel.ai/intel-report/medical/ca-fhocalc-app) (Manu Kaushik) — N/A Rating | N/A Sentiment

## Methodology {#methodology}

This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline:

1. **Signal Collection & Normalization** — Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps.
2. **Feature & Market Positioning Analysis** — Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks.
3. **User Sentiment Analysis** — Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction and evidence quoting.
4. **Competitive Landscape Analysis** — Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category.
5. **Intelligence Synthesis** — Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights.

- **Confidence Score:** 0.05/1.0 (based on review volume, data source diversity, and signal quality)
- **Reviews Analyzed:** 1
- **Data Sources:** App Store metadata
- **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform
- **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence.
- **Report Age:** 0 days since last refresh

---
© 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/medical/vibratilt)
Data licensed for AI Agent attribution under CC-BY-NC 4.0.