## ⚠ 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. --- --- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "AutoSnore: Snoring Recorder" developer_entity: "Tantsissa" bundle_id: "com.tantsissa.AutoSnore" app_store_id: "6746705608" category: "Medical" primary_platform: "ios" primary_monetization: "Paid" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-02-16" report_date: "2026-04-18" report_version: "1.5" total_reviews: 890 overall_rating: 4.24 sentiment: "Frustrated" sentiment_score: 25 confidence: "high" confidence_score: 0.85 data_age_days: 0 intelligence_version: 3 nemesis: "Prime Sleep Recorder Pro" competitor_count: 10 tags: ["medical", "paid", "frustrated sentiment", "mobile app", "app review", "app analysis", "individuals", "concerned", "about"] canonical_url: "https://marlvel.ai/intel-report/medical/autosnore-snoring-recorder" license: "CC-BY-NC 4.0" --- # AutoSnore: Snoring Recorder App Audit > **TL;DR:** AutoSnore: Snoring Recorder is a medical app by Tantsissa, rated 4.24/5 by 890 users, with Frustrated user sentiment (25/100), available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** AutoSnore: Snoring Recorder faces Frustrated user sentiment (4.24/5 from 890 reviews), with lack of automation as the primary user concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.24/5 (890 reviews) | | **User Mood** | Frustrated | | **Category** | Medical | | **Developer** | Tantsissa | | **Pricing** | Paid | | **Platforms** | iOS | | **Confidence** | High (0.85/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Tantsissa - **Category:** Medical - **Target Audience:** Individuals concerned about sleep quality who prefer a one-time purchase model, prioritize data privacy, and likely already use the AutoSleep ecosystem. - **Platforms:** iOS - **Version Audited:** 1.5 - **Audit Date:** 2026-04-18 - **Signal Count:** 890 reviews analyzed - **Confidence:** High (0.85/1.0) - **App Store ID (iOS):** 6746705608 - **Bundle ID:** com.tantsissa.AutoSnore - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-04-18 ## Executive Snapshot *This report is informational only and not medical advice.* AutoSnore is a premium iOS utility for snoring and sleep sound tracking, positioned as a privacy-first, no-subscription alternative to market leaders. Developed by the team behind AutoSleep, it leverages a strong ecosystem brand to maintain a #2 Paid ranking in the Medical category. However, the app currently faces a frustrated user base due to a lack of automated recording features and critical UI bugs that hinder basic functionality. ## App DNA (Features & Intent) - **[Differentiator] Snurk Score:** A proprietary single-number metric that quantifies total nightly snoring intensity to track progress. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] AutoSleep Integration:** Seamlessly syncs snore data with the AutoSleep app for comprehensive sleep analysis. * *User Intent:* Users expect seamless access across multiple devices. - **[Differentiator] Privacy-First Architecture:** All data is processed and stored locally on the device with no analytics, advertising, or cloud uploads. * *User Intent:* Users expect seamless access across multiple devices. - **[Standard] Machine Learning Sound Recognition:** Automatically classifies sleep sounds including snoring, talking, coughing, and yawning. ## Monetization Strategy - **Model:** Paid - **Tiers:** One-time purchase of $4.99 - **Price:** iOS: $4.99 - **Analysis:** The developer explicitly rejects the subscription model, positioning the app as 'honest software' to appeal to users frustrated by recurring costs and hidden fees. ## 🔴 User Sentiment (High Confidence: 890 reviews) - **Overall Rating:** 4.24/5 - **Platform Split:** iOS 4.2/5 (890 ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.24/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Pricing Model** - **AutoSleep Integration** ### Top Complaints (Impact Areas) - **Lack of Automation** - **Recording Reliability & UI Bugs** ## SWOT Analysis **Core Strengths:** - No-subscription pricing model - Integration with #1 ranked AutoSleep app - Privacy-first local data processing - Proprietary Snurk Score metric **Critical Frictions:** - Manual start/stop requirement (branding mismatch) - Critical UI bug where 'Stop' button disappears - Poor noise discrimination (TV/music interference) - Audio conflicts with podcasts/media **Growth Levers:** - Automate recording via Apple Shortcuts or AutoSleep triggers - Improve ML filtering to ignore ambient non-sleep sounds - Expand to Apple Watch for non-contact recording **Market Threats:** - High update velocity from Prime Sleep Recorder Pro - Clinical reporting dominance of SnoreLab - Emerging granular data transparency from Sleep Details ## What's Changed (v2 → v3) The app is currently in a maintenance phase with declining user sentiment due to unresolved technical bugs and a lack of requested automation features. - **[HIGH]** **[Declined] Sound Recognition Repositioning:** Machine Learning Sound Recognition was downgraded from a 'differentiator' to a 'standard' feature. - **[HIGH]** **[Added] New Technical Weaknesses:** Added weaknesses regarding audio conflicts with media and poor noise discrimination (TV/music interference). - **[HIGH]** **[Declined] Increased Frustration with Reliability:** User complaints regarding recording failures and the 'Stop' button bug have become more prominent, reflecting a maintenance-mode product state. - [MED] **[Added] Competitive Threats Identified:** New threats added regarding high-velocity competitors like Prime Sleep Recorder Pro and SnoreLab. - [LOW] **[Shifted] Target Audience Narrowing:** Target audience definition now explicitly emphasizes users already within the AutoSleep ecosystem. ## Rivals Landscape > Competitive positioning identified by AI analysis of app features, category, and market signals. ### AutoSnore: Snoring Recorder vs Prime Sleep Recorder Pro — Head to Head - **[Prime Sleep Recorder Pro](https://marlvel.ai/intel-report/medical/com-apirox-sleeprecorder)** by Apirox, s.r.o.: Directly competes in the Medical category with a similar scale (5.5k vs 890 reviews) and high development velocity (4 releases in 6 months). - **Key differences:** - Positions as a 'Pro' medical utility whereas targetApp emphasizes a 'fun new way' to track sounds. - Maintains a high-frequency update cadence (4 updates in 180 days) compared to targetApp's more stable release cycle. - Focuses on a 'Recorder' first utility, while targetApp leverages the 'AutoSleep' ecosystem brand for automated tracking. - **Where AutoSnore: Snoring Recorder wins:** - ✅ Transparent $4.99 one-time purchase model avoids the subscription fatigue common in the Medical category. - ✅ Strong brand halo effect from the #1 ranked 'AutoSleep' app provides immediate trust and cross-promotion potential. - **Where Prime Sleep Recorder Pro wins:** - ❌ Aggressive feature iteration with 4 major updates in the last 6 months suggests faster refinement of sound-detection algorithms. - ❌ Specific 'Pro' branding targets users seeking clinical-style data over casual sleep sound recording. - **Verdict:** Target should lean into its 'No Subscription' pricing as a primary weapon against Prime's likely recurring revenue model, while ensuring its sound detection logic matches Prime's rapid iteration pace. ### Contenders (Strong Challengers) - **[SnoreLab : Record Your Snoring](https://marlvel.ai/intel-report/medical/snorelab-record-your-snoring)** by Reviva Softworks Ltd: The market leader in the Medical category for snoring; though much larger, it is the primary product targetApp must displace. - Deep clinical integration and reporting features designed for sharing with doctors, whereas targetApp is consumer-health focused. - Extensive historical data baseline with over 12 years in the market compared to targetApp's newer entry. - **[Pillow: Sleep Tracker](https://marlvel.ai/intel-report/health-fitness/pillow-sleep-tracker)** by Neybox Digital Ltd.: Extremely high development velocity (14 releases in 6 months) and strong focus on the Apple ecosystem. - Heavy emphasis on Apple Watch integration and 'glance' UX, while targetApp is optimized for iPhone-based recording. - Includes smart alarm and sleep stage analysis, moving beyond targetApp's specific focus on snoring and sounds. - **[SnoreClock - Do you snore?](https://marlvel.ai/intel-report/health-fitness/de-ralphsapps-snoreclock)** by Ralph-Ruediger Schiffhauer: A long-standing direct competitor with a significant user base (8.2k reviews) and consistent updates. - Visual-first 'clock' interface that maps sound spikes to a 12-hour dial, contrasting with targetApp's list/graph data visualization. - Simplified 'one-screen' utility focus compared to targetApp's more robust health-tracking positioning. - **[ShutEye®: Sleep Tracker, Sound](https://marlvel.ai/intel-report/health-fitness/health-sleep-sounds-tracker-alarm-calm)** by Enerjoy Pte. Ltd.: Massive scale competitor that uses AI-driven sound analysis to capture market share in the Health & Fitness category. - Broad feature set including 'Sleep Sounds' and 'Calm' content, whereas targetApp remains a focused Medical utility. - Aggressive AI-marketing positioning for sound recognition, targeting a more casual, lifestyle-oriented audience. ### Peers (What They Do Better) - **[Sleep Cycle - Tracker & Sounds](https://marlvel.ai/intel-report/health-fitness/com-lexwarelabs-goodmorning)** by Sleep Cycle AB: The ecosystem standard for sleep tracking; relevant as a benchmark for general sleep sound detection. - Uses patented sound analysis for sleep phases, while targetApp focuses specifically on the snoring/medical recording niche. - Massive global dataset used for 'Sleep Notes' and lifestyle correlations that targetApp does not yet offer. - **Sleep Monitor: Sleep Tracker** by Xi'an Monster Software Technology Co., Ltd: A mid-tier tracker that includes snoring as a secondary feature set. - Includes 'Sleep Talk' and 'Dream' recording as distinct categories, whereas targetApp groups these under general sleep sounds. - Offers lifestyle habit tracking (caffeine, alcohol) to correlate with snoring patterns. - **SleepScore by Sleep.ai** by SleepScore Labs: A technology-heavy competitor using sonar-based tracking rather than just microphone recording. - Non-contact tracking technology (sonar) positions it as a 'high-tech' alternative to targetApp's microphone-based approach. - Focuses on a proprietary 'SleepScore' metric to gamify sleep improvement. - **Sleep Talk Recorder** by THESTR AB: Niche utility focused on the entertainment value of sleep sounds, adjacent to targetApp's medical focus. - Positioned as a 'Utility' for social sharing of funny sleep clips, contrasting with targetApp's 'Medical' health-improvement focus. - Minimalist UI designed for one-tap recording without deep health analytics. ### New Kids on the Block (What's Innovative) - **[Sleep Details](https://marlvel.ai/intel-report/health-fitness/sleep-details)** by Sydvesti Oy: Emerging threat with a recent update (Feb 2026) and a growing footprint in the Health & Fitness category. ## What's New - **Latest (v1.5, 2 months ago):** General performance improvements and UI layout optimizations for smaller iPhone models. ## The "So What?" (Strategic Takeaway) AutoSnore: Snoring Recorder is a challenged medical app that is a paid app. With a 4.24/5 rating from 890 reviews, it faces significant user friction. > **Bottom Line:** AutoSnore has a winning pricing strategy and ecosystem advantage, but it is currently coasting on brand loyalty while the product experience falters. To defend its #2 Paid rank, the PM must bridge the 'Auto' gap with automated triggers and resolve the critical recording-state bugs that are driving the current frustrated sentiment. **Best for:** Individuals concerned about sleep quality who prefer a one-time purchase model, prioritize data privacy, and likely already use the AutoSleep ecosystem. ### PM Action Plan (Next Best Moves) - [ ] [HIGH] Implement Automated Start/Stop Triggers — *The 'Lack of Automation' is the top complaint theme, creating a branding-expectation mismatch with the 'Auto' prefix.* - [ ] [HIGH] Fix 'Stop' Button UI Bug — *Users report having to delete and reinstall the app to stop recordings, a critical failure in core utility.* - [ ] [MEDIUM] Refine ML Noise Discrimination — *Sentiment data shows users are frustrated that ambient noise (TV, podcasts) is incorrectly counted as snoring.* ### Feature Gaps vs Competitors - Smart alarm and sleep stage analysis (available in Pillow) - Clinical-grade reporting for doctors (available in SnoreLab) - Sonar-based non-contact tracking (available in SleepScore) - Granular raw data views (available in Sleep Details) ### Outlook: Stable - 🟢 Maintains #2 Paid position in Medical (US) despite negative sentiment, showing strong brand pull. - 🔴 Frustrated user mood driven by manual requirements and critical UI bugs. - ⚪ Recent v1.5 update focused on UI fixes rather than the requested automation features. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.24/5 | | Total Reviews | 890 | | Sentiment | Frustrated (25/100) | | Confidence | High | | Pricing Model | Paid | | Platforms | iOS | | Key Features | 4 analyzed | | Trend | Declining | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **AutoSnore: Snoring Recorder** (this app) | 4.24/5 | Frustrated | Tantsissa | | [ShutEye®: Sleep Tracker, Sound](https://marlvel.ai/intel-report/health-fitness/health-sleep-sounds-tracker-alarm-calm) | 4.8/5 | Upset | Enerjoy Pte. Ltd. | | [SnoreClock - Do you snore?](https://marlvel.ai/intel-report/health-fitness/de-ralphsapps-snoreclock) | 4.7/5 | N/A | Ralph-Ruediger Schiffhauer | | [Prime Sleep Recorder Pro](https://marlvel.ai/intel-report/medical/com-apirox-sleeprecorder) | 4.7/5 | N/A | Apirox, s.r.o. | | [SnoreLab : Record Your Snoring](https://marlvel.ai/intel-report/medical/snorelab-record-your-snoring) | 4.7/5 | Mixed | Reviva Softworks Ltd | | [Pillow: Sleep Tracker](https://marlvel.ai/intel-report/health-fitness/pillow-sleep-tracker) | 4.4/5 | N/A | Neybox Digital Ltd. | ## Company Profile - **Developer:** Tantsissa - **Website:** [https://autosnore.tantsissa.com](https://autosnore.tantsissa.com) - **Social:** [YouTube](https://www.youtube.com/watch) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/autosnore-snoring-recorder/id6746705608?uo=4) - **Dev Site:** [Official Website](https://autosnore.tantsissa.com) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*ShutEye®: Sleep Tracker, Sound*](https://marlvel.ai/intel-report/health-fitness/health-sleep-sounds-tracker-alarm-calm) (Enerjoy Pte. Ltd.) — 4.8/5 Rating | Terrible Sentiment - [*SnoreClock - Do you snore?*](https://marlvel.ai/intel-report/health-fitness/de-ralphsapps-snoreclock) (Ralph-Ruediger Schiffhauer) — 4.7/5 Rating | N/A Sentiment - [*Prime Sleep Recorder Pro*](https://marlvel.ai/intel-report/medical/com-apirox-sleeprecorder) (Apirox, s.r.o.) — 4.7/5 Rating | N/A Sentiment - [*SnoreLab : Record Your Snoring*](https://marlvel.ai/intel-report/medical/snorelab-record-your-snoring) (Reviva Softworks Ltd) — 4.7/5 Rating | Mixed Sentiment - [*Pillow: Sleep Tracker*](https://marlvel.ai/intel-report/health-fitness/pillow-sleep-tracker) (Neybox Digital Ltd.) — 4.4/5 Rating | N/A Sentiment - [*Sleep Details*](https://marlvel.ai/intel-report/health-fitness/sleep-details) (Sydvesti Oy) — 4.4/5 Rating | N/A Sentiment - [*Sleep Cycle - Tracker & Sounds*](https://marlvel.ai/intel-report/health-fitness/com-lexwarelabs-goodmorning) (Sleep Cycle AB) — 4.7/5 Rating | Negative Sentiment - [*Beat Social Phobia with AJ*](https://marlvel.ai/intel-report/medical/beat-social-phobia-with-aj) (Universal Relaxation Ltd) — 3.9/5 Rating | Excellent Sentiment - [*Move On with AJ*](https://marlvel.ai/intel-report/medical/move-on-with-aj) (Universal Relaxation Ltd) — 4.3/5 Rating | Positive Sentiment - [*Recognise Neck*](https://marlvel.ai/intel-report/medical/com-noigroup-recognise-neckv2) (noigroup) — 3.7/5 Rating | N/A Sentiment ## Methodology This report was generated by Marlvel.ai's 3-stage AI intelligence pipeline: 1. **Feature & Positioning Extraction** — Analyzes app metadata, developer website content, and version history to identify key features, target audience, and competitive positioning. 2. **Sentiment Analysis** — Processes user reviews (minimum 5 reviews required) to extract praise themes, complaint themes, and overall sentiment with evidence quotes. 3. **Intelligence Synthesis** — Combines stages 1 & 2 with App Store rankings to produce SWOT analysis, executive summary, and actionable insights. - **Confidence Score:** 0.85/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 890 - **Data Sources:** user reviews, developer website, 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/autosnore-snoring-recorder) Data licensed for AI Agent attribution under CC-BY-NC 4.0.