--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Do I Snore or Grind" developer_entity: "SleepScore Labs" bundle_id: "nl.bruxlab.doisnore" app_store_id: "1154925543" google_play_id: "com.bruxlabsnore" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2019-03-13" report_date: "2026-11-10" last_verified: "2026-11-10T00:00:00.000Z" report_version: "1.0.9" total_reviews: 5261 overall_rating: 3.7 sentiment: "Frustrated" sentiment_score: 25 confidence: "high" confidence_score: 0.7 top_praise_theme: "Recording features provide objective evidence for users monitoring their sleep quality and breathing patterns" top_complaint_theme: "Registration and authentication failures prevent new and returning users from accessing the core application" review_sample_size: 49 total_review_count: 49 analyzed_review_count: 49 data_age_days: 5 momentum_velocity: "zombie" intelligence_version: 3 tags: ["health & fitness", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "individuals", "seeking", "identify"] canonical_url: "https://marlvel.ai/apps/do-i-snore-or-grind" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ 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. --- # Do I Snore or Grind Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 3.74 · Sentiment Frustrated - **Recent focus**: Registration and authentication failures prevent new and returning users from accessing the core application (top complaint) · Recording features provide objective evidence for users monitoring their sleep quality and breathing patterns (top praise) > **TL;DR:** Do I Snore or Grind is a health & fitness app by SleepScore Labs, rated 3.74/5 by 5.3K users, with Frustrated user sentiment (25/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Do I Snore or Grind faces Frustrated user sentiment (3.74/5 from 5.3K reviews), with users reporting registration and authentication failures prevent new and returning users from accessing the core application as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.74/5 (5.3K reviews) | | **User Mood** | Frustrated | | **Category** | Health & Fitness | | **Developer** | SleepScore Labs | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | High (0.7/1.0) | | **Data Age** | 5d | ## Metadata & Market Performance - **Publisher:** SleepScore Labs - **Category:** Health & Fitness - **Target Audience:** Individuals seeking to identify and manage sleep-related issues like snoring and bruxism through data-driven self-monitoring. - **Platforms:** iOS & Android - **Version Reviewed:** 1.2.4 - **Report Date:** 2026-11-10 - **Signal Count:** 49 reviews analyzed - **Confidence:** High (0.7/1.0) - **App Store ID (iOS):** 1154925543 - **Bundle ID:** nl.bruxlab.doisnore - **Google Play ID:** com.bruxlabsnore - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-11-10 ## Executive Snapshot **What it is:** Do I Snore or Grind is a health-tracking app for iOS and Android that records and analyzes sleep sounds to detect snoring and bruxism. **Why users hire it:** Users want to identify potential sleep health issues without the immediate financial cost of a clinical sleep study. ## App DNA (Features & Intent) - **[Standard] Snore and Teeth Grinding Recording:** Records sleep sounds using smartphone microphone to detect snoring and grinding events * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Remedy and Factor Comparison:** Allows users to log lifestyle factors and compare sound scores against baseline recordings * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Anti-Snore Wearable Integration:** Connects via Bluetooth to external hardware for real-time feedback during sleep ## Market Position {#market-position} Do I Snore or Grind maintains a 3.7-star rating across 5,261 total platform ratings, but the lack of updates since 2019 has effectively halted its competitive trajectory. The app's reliance on legacy authentication and recording logic creates a high churn risk as modern OS requirements evolve. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free version with limited recording nights, Paid version required after 5 nights of recording - **Analysis:** The 5-night trial gate forces conversion for users who require longitudinal data to validate lifestyle interventions. ## 🔴 User Sentiment (High Confidence: 49 of 49 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.74/5 - **Platform Split:** iOS 3.7/5 (203 ratings) | Android 3.7/5 (5.1K ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **Recording features provide objective evidence for users monitoring their sleep quality and breathing patterns** - **Free access to diagnostic data helps users identify potential health issues without expensive sleep lab visits** ### Top Complaints (Impact Areas) - **Registration and authentication failures prevent new and returning users from accessing the core application** ## SWOT Analysis {#swot} **Core Strengths:** - Proprietary audio-filtering algorithm provides objective sleep-state evidence **Growth Levers:** - Exportable data reports could satisfy medical consultation requests ## Recent Changes (v2 → v3) {#recent-changes} The product transitioned from a free model to a freemium structure while simultaneously suffering from critical, unresolved technical failures that have rendered core recording features non-functional. This shift highlights a disconnect between the monetization strategy and the reality of the app's abandoned development state. **Overall trend**: Declining **Compared at**: 2026-11-10 ### High-impact changes - **[Shifted] Introduction of Freemium Model** (pricing) - **[Declined] Emergence of Critical Technical Complaints** (sentiment) ### Medium-impact changes - **[Shifted] Repositioning of Core Features** (features) - **[Added] New SWOT Weaknesses** (swot) ## App Momentum (Zombie) {#momentum} - No updates for over seven years. - Maintenance-only status confirmed by data. > **Cadence:** 5 total versions · 0 majors in last 6 months · 2593 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Do I Snore or Grind is a health & fitness app that is free with in-app purchases. With a 3.74/5 rating from 5.3K reviews, it faces significant user friction. > **Bottom Line:** Do I Snore or Grind has reached the end of its lifecycle, as the seven-year development gap has rendered core recording features non-functional. Sunset the product to prevent further brand erosion, as the current technical debt is too high to justify a pivot. **Best for:** Individuals seeking to identify and manage sleep-related issues like snoring and bruxism through data-driven self-monitoring. ### PM Action Plan (Next Best Moves) - [ ] [SUNSET] Sunset the application because the lack of maintenance for seven years makes technical recovery unviable → stop brand damage ### Outlook: Declining The market for sleep-tracking is consolidating around apps with active live-ops and hardware integration, leaving Do I Snore or Grind in a state of terminal decline. Without a total rebuild of the authentication and recording logic, the app will continue to lose its remaining user base to modern, supported alternatives. - 🔴 The seven-year development gap leads to widespread recording failures on modern OS builds, which drives user churn and negative sentiment. - 🔴 Persistent registration and authentication errors prevent new users from accessing the app, effectively killing the acquisition funnel. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.74/5 | | Total Reviews | 5.3K | | Sentiment | Frustrated (25/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Do I Snore or Grind** (this app) | 3.74/5 | Frustrated | SleepScore Labs | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Caspar Health](https://marlvel.ai/apps/caspar-health) | 3.6/5 | Mixed | GOREHA GmbH | | [evolum - Meditation & Yoga](https://marlvel.ai/apps/evolum-meditation-yoga) | 4.7/5 | Excited | Rodger Studio (Apps) | | [FAMHLTH: Family Health Tracker](https://marlvel.ai/apps/famhlth-family-health-tracker) | N/A/5 | N/A | Quinton Nixon | | [Gluten Checker](https://marlvel.ai/apps/gluten-checker) | N/A/5 | N/A | JIRI CHOMAT | ## Company Profile - **Developer:** SleepScore Labs - **Website:** [https://sleep.ai](https://sleep.ai) - **Social:** [LinkedIn](https://www.linkedin.com/in/colinjlawlor) ## Data Sources & Links - **App Store ID:** 1154925543 - **Google Play ID:** com.bruxlabsnore - **Dev Site:** [Official Website](https://sleep.ai) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Caspar Health*](https://marlvel.ai/apps/caspar-health) (GOREHA GmbH) · 3.6/5 Rating - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Rodger Studio (Apps)) · 4.7/5 Rating | Positive Sentiment - [*FAMHLTH: Family Health Tracker*](https://marlvel.ai/apps/famhlth-family-health-tracker) (Quinton Nixon) · N/A Rating - [*Gluten Checker*](https://marlvel.ai/apps/gluten-checker) (JIRI CHOMAT) · N/A Rating - [*Gluten Free For Me*](https://marlvel.ai/apps/gluten-free-for-me) (Adam First) · 4.8/5 Rating - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Lunara: Cycle, Symptom Tracker*](https://marlvel.ai/apps/lunara-cycle-symptom-tracker) (Fuzhou Jiku Technology Co., Ltd.) · N/A Rating - [*Medical Kundali Match Health*](https://marlvel.ai/apps/medical-kundali-match-health) (Medical Match Pvt Ltd) · N/A Rating - [*Ovulation Predictor*](https://marlvel.ai/apps/ovulation-predictor) (RAHI PATEL) · 1.0/5 Rating ## 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 into synthesised themes (no verbatim quotes). 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:** 0.7/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 49 - **Data Sources:** user reviews, developer website, company about page, 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:** 5 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/do-i-snore-or-grind) Data licensed for AI Agent attribution under CC-BY-NC 4.0.