--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Insect Bite ID: AI Scanner" developer_entity: "Angel App Publishing Ltd." bundle_id: "com.angelapps.insectbite" app_store_id: "6747686554" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-07-25" report_date: "2026-08-09" last_verified: "2026-08-09T00:00:00.000Z" report_version: "3.1" total_reviews: 114 overall_rating: 3.6 sentiment: "Frustrated" sentiment_score: 25 confidence: "medium" confidence_score: 0.45 top_praise_theme: "The core concept of the application provides a simple and straightforward user experience for some" top_complaint_theme: "Users report the subscription management interface lacks a functional cancellation path, leading to unwanted charges" review_sample_size: 5 total_review_count: 5 analyzed_review_count: 5 data_age_days: 7 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "travelers,", "outdoor", "enthusiasts,"] canonical_url: "https://marlvel.ai/apps/insect-bite-id-ai-scanner" 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. --- # Insect Bite ID: AI Scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 3.62 · Sentiment Frustrated - **Recent focus**: Users report the subscription management interface lacks a functional cancellation path, leading to unwanted charges (top complaint) · The core concept of the application provides a simple and straightforward user experience for some (top praise) > **TL;DR:** Insect Bite ID: AI Scanner is a health & fitness app by Angel App Publishing Ltd., rated 3.62/5 by 114 users, with Frustrated user sentiment (25/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Insect Bite ID: AI Scanner faces Frustrated user sentiment (3.62/5 from 114 reviews), with users reporting users report the subscription management interface lacks a functional cancellation path, leading to unwanted charges as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.62/5 (114 reviews) | | **User Mood** | Frustrated | | **Category** | Health & Fitness | | **Developer** | Angel App Publishing Ltd. | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 7d | ## Metadata & Market Performance - **Publisher:** Angel App Publishing Ltd. - **Category:** Health & Fitness - **Target Audience:** Travelers, outdoor enthusiasts, and individuals seeking quick, non-diagnostic information about skin irritations. - **Platforms:** iOS - **Version Reviewed:** 3.1 - **Report Date:** 2026-08-09 - **Signal Count:** 5 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6747686554 - **Bundle ID:** com.angelapps.insectbite - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-09 ## Executive Snapshot **What it is:** BugBiteCheck is an AI-powered image scanner for identifying insect bites, available on iOS for outdoor enthusiasts. **Why users hire it:** Users hire the app for rapid, non-diagnostic assessment of skin irritations to determine if professional medical attention is required. ## App DNA (Features & Intent) - **[Differentiator] AI Image-Based Identification:** Analyzes shape, color, and skin response from user-uploaded photos to suggest insect bite sources. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Confidence Scores:** Provides a probability metric for identification results and feedback on image clarity. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} BugBiteCheck maintains a niche position in the Health & Fitness category, though its 3.6-star rating across 114 total ratings reflects significant user friction regarding core functionality. The current maintenance-mode update cadence suggests a lack of aggressive investment in the diagnostic engine, leaving the app vulnerable to higher-accuracy competitors. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with limited identifications and ad-supported interface, Pro tier with unlimited identifications, ad-free use, and full history tracking - **Analysis:** Freemium model uses feature gating on identification volume and history access to drive Pro conversions. ## 🔴 User Sentiment (Medium Confidence: 5 of 5 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.62/5 - **Platform Split:** iOS 3.6/5 (114 ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **The core concept of the application provides a simple and straightforward user experience for some** ### Top Complaints (Impact Areas) - **Users report the subscription management interface lacks a functional cancellation path, leading to unwanted charges** ## SWOT Analysis {#swot} **Core Strengths:** - AI-powered image analysis provides low-friction entry for non-diagnostic skin irritation assessment **Growth Levers:** - Integration of verified medical-triage pathways could increase utility for health-conscious users ## Recent Changes (v2 → v3) {#recent-changes} The report maintains a consistent performance baseline but re-frames the primary business risk from diagnostic inaccuracy to unresolvable subscription billing friction. **Overall trend**: Stable **Compared at**: 2026-08-09 ### High-impact changes - **[Shifted] Strategic Risk Re-prioritization** (positioning) ### Medium-impact changes - **[Shifted] Threat Re-classification** (swot) - **[Declined] Competitive Vulnerability** (positioning) ## What's New - **Latest (v3.1, 2 weeks ago):** Improved result accuracy and resolved a bug preventing result retrieval. ## App Momentum (Maintenance) {#momentum} - Ships minor bug fixes only. - Last update released two weeks ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 14 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Insect Bite ID: AI Scanner is a health & fitness app that is free with in-app purchases. It holds a 3.62/5 rating from 114 reviews. > **Bottom Line:** BugBiteCheck offers a useful concept for rapid bite identification, but the reported billing friction and diagnostic inaccuracy create a high churn risk, so the PM must prioritize subscription transparency and model reliability to stabilize the user base. **Best for:** Travelers, outdoor enthusiasts, and individuals seeking quick, non-diagnostic information about skin irritations. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit subscription cancellation flow because reviews allege impossible cancellation → reduce negative sentiment and refund requests ### Outlook: Declining The app is currently in a maintenance phase, with updates failing to address core diagnostic and billing complaints. This lack of responsiveness to user feedback will likely lead to further rating erosion and reduced conversion rates in the coming quarter. - 🔴 Subscription cancellation complaints indicate a failure in billing transparency, which accelerates user churn and invites negative store reviews. - 🔴 Inconsistent diagnostic results for identical images suggest the core AI engine is underperforming, which limits the app's long-term utility. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.62/5 | | Total Reviews | 114 | | Sentiment | Frustrated (25/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Insect Bite ID: AI Scanner** (this app) | 3.62/5 | Frustrated | Angel App Publishing Ltd. | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | n/a | Grow Labs LLC | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | n/a | Strava, Inc. | | [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | | [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | n/a | Viral App Developement LLC | ## Company Profile - **Developer:** Angel App Publishing Ltd. - **Website:** [https://www.angelapplications.co.uk](https://www.angelapplications.co.uk) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/insect-bite-id-ai-scanner/id6747686554?uo=4) - **Dev Site:** [Official Website](https://www.angelapplications.co.uk) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) · 4.7/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) · 4.7/5 Rating - [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) · 4.0/5 Rating - [*Avatran Soul*](https://marlvel.ai/apps/avatran-soul) (Avatran GmbH) · N/A Rating - [*Bubblic: Connect with people.*](https://marlvel.ai/apps/bubblic-connect-with-people) (Bubblic Inc.) · 4.6/5 Rating | Positive Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) · 4.7/5 Rating | Positive Sentiment - [*Holoholo: Daily Memories*](https://marlvel.ai/apps/holoholo-daily-memories) (For Pedestrians LLC.) · 4.4/5 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 5 - **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:** 7 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/insect-bite-id-ai-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.