--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Bug Identifier Insect Id" developer_entity: "Le Khanh" bundle_id: "com.bug.identifier.insect.identification" app_store_id: "1584319704" category: "Productivity" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2023-09-21" report_date: "2026-09-11" last_verified: "2026-09-11T00:00:00.000Z" report_version: "1.11.5" total_reviews: 18 overall_rating: 3.8 sentiment: "Frustrated" sentiment_score: 25 confidence: "low" confidence_score: 0.3 top_praise_theme: "The image recognition feature identifies specific insect species from photographs with high accuracy for users" top_complaint_theme: "The application crashes or returns users to the home screen immediately after tapping the start button" review_sample_size: 3 total_review_count: 3 analyzed_review_count: 3 data_age_days: 19 momentum_velocity: "zombie" intelligence_version: 2 tags: ["productivity", "subscription", "frustrated sentiment", "mobile app", "app review", "app analysis", "casual", "nature", "observers"] canonical_url: "https://marlvel.ai/apps/bug-identifier-insect-id-1" license: "CC-BY-NC 4.0" content_version: "v2" --- # Bug Identifier Insect Id Intelligence Report ## TL;DR {#tldr} - **Category**: Productivity · Subscription - **Signal**: Rating 3.78 · Sentiment Frustrated - **Recent focus**: The application crashes or returns users to the home screen immediately after tapping the start button (top complaint) · The image recognition feature identifies specific insect species from photographs with high accuracy for users (top praise) > **TL;DR:** Bug Identifier Insect Id is a productivity app by Le Khanh, rated 3.78/5 by 18 users, with Frustrated user sentiment (25/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Bug Identifier Insect Id faces Frustrated user sentiment (3.78/5 from 18 reviews), with users reporting the application crashes or returns users to the home screen immediately after tapping the start button as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.78/5 (18 reviews) | | **User Mood** | Frustrated | | **Category** | Productivity | | **Developer** | Le Khanh | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 19d | ## Metadata & Market Performance - **Publisher:** Le Khanh - **Category:** Productivity - **Target Audience:** Casual nature observers and students seeking quick identification of insects encountered in daily life. - **Platforms:** iOS - **Version Reviewed:** 1.11.5 - **Report Date:** 2026-09-11 - **Signal Count:** 3 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 1584319704 - **Bundle ID:** com.bug.identifier.insect.identification - **Data Window:** Analysis based on signals collected up to 2026-09-11 ## Executive Snapshot **What it is:** Bug Identifier Insect Id is an image-recognition tool for identifying insects, available on iOS. **Why users hire it:** The product addresses the need for quick, on-the-go species identification for nature observers, replacing manual field guides with automated camera analysis. ## App DNA (Features & Intent) - **[Standard] AI Insect Identification:** Camera-based image recognition identifies insects from live photos or gallery uploads. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Insect Collection:** Digital logbook for users to save and organize identified insect species. - **[Standard] Educational Database:** Reference library providing information on insect species. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Bug Identifier Insect Id holds a 3.78 rating across 18 total ratings. The lack of updates for over 1000 days signals a stagnant position in the productivity category. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Premium Weekly at $3.99, Premium Yearly at $39.99 - **Analysis:** Subscription-only model anchored at $3.99 weekly, utilizing auto-renewable billing cycles. ## 🔴 User Sentiment (Low Confidence: 3 of 3 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.78/5 - **Platform Split:** iOS 3.8/5 (18 ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **The image recognition feature identifies specific insect species from photographs with high accuracy for users** ### Top Complaints (Impact Areas) - **The application crashes or returns users to the home screen immediately after tapping the start button** ## SWOT Analysis {#swot} **Core Strengths:** - AI-driven image recognition provides accurate species identification. - Digital logbook encourages repeat usage via collection building. **Growth Levers:** - Freemium model could capture casual users blocked by the subscription wall. - Rebuilding launch flow could resolve primary churn driver. ## What's New - **Latest (v1.11.5, 2 years ago):** Addressed minor bugs to improve stability. ## App Momentum (Zombie) {#momentum} - Dormant for 35 months. - No feature expansion since 2023. > **Cadence:** 1 total versions · 0 majors in last 6 months · 1085 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Bug Identifier Insect Id is a productivity app. It holds a 3.78/5 rating from 18 reviews. > **Bottom Line:** Bug Identifier Insect Id is currently non-functional for many users due to launch-day crashes. Pivoting to a stable launch flow would unlock the latent value of the identification engine, which remains the only viable path to retaining the existing user base. **Best for:** Casual nature observers and students seeking quick identification of insects encountered in daily life. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild launch flow because launch-day crashes are the top complaint → reduce churn ### Outlook: Declining The market for insect identification tools is consolidating around apps with frequent model updates and stable performance. Bug Identifier Insect Id remains exposed due to its long-term technical neglect, which will likely lead to further rating degradation and eventual store removal. - 🔴 The 35-month update gap indicates the product is in maintenance mode, which prevents it from competing with modern identification tools. - 🔴 Critical launch-day crashes prevent users from accessing core features, leading to negative sentiment and high churn risk. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.78/5 | | Total Reviews | 18 | | Sentiment | Frustrated (25/100) | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Bug Identifier Insect Id** (this app) | 3.78/5 | Frustrated | Le Khanh | | [Mitsu: AI Life Coach](https://marlvel.ai/apps/mitsu-ai-life-coach) | N/A/5 | N/A | C2 Insights | | [ChatGPT](https://marlvel.ai/apps/chatgpt) | 4.8/5 | n/a | OpenAI OpCo, LLC | | [HitWave](https://marlvel.ai/apps/ciendor-applications-hitwave) | 2.6/5 | Mixed | Ciendor Holdings Corp. LTD | | [Paper: Sketch, Draw & Create](https://marlvel.ai/apps/paper-sketch-draw-create) | 4.6/5 | N/A | Evernote Corporation | | [Pattrn - Discipline Tracker](https://marlvel.ai/apps/pattrn-discipline-tracker) | 4.8/5 | Thrilled | Pedro Schott | ## Company Profile - **Developer:** Le Khanh ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/bug-identifier-insect-id/id1584319704?uo=4) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Mitsu: AI Life Coach*](https://marlvel.ai/apps/mitsu-ai-life-coach) (C2 Insights) · N/A Rating - [*ChatGPT*](https://marlvel.ai/apps/chatgpt) (OpenAI OpCo, LLC) · 4.8/5 Rating - [*HitWave*](https://marlvel.ai/apps/ciendor-applications-hitwave) (Ciendor Holdings Corp. LTD) · 2.6/5 Rating - [*Paper: Sketch, Draw & Create*](https://marlvel.ai/apps/paper-sketch-draw-create) (Evernote Corporation) · 4.6/5 Rating - [*Pattrn - Discipline Tracker*](https://marlvel.ai/apps/pattrn-discipline-tracker) (Pedro Schott) · 4.8/5 Rating | Excellent Sentiment - [*Perplexity - AI Search & Chat*](https://marlvel.ai/apps/perplexity-ai-search-chat) (Perplexity AI, Inc.) · 4.8/5 Rating - [*ScreenZen- Screen Time Control*](https://marlvel.ai/apps/screenzen-screen-time-control) (ScreenZen LLC) · 4.8/5 Rating | Excellent Sentiment - [*SpaceDesk App*](https://marlvel.ai/apps/spacedesk-app) (Hawsabah) · N/A Rating - [*VPN 360: Secure Fast VPN Proxy*](https://marlvel.ai/apps/co-infinitysoft-vpn360) (Pango GmbH) · 4.5/5 Rating - [*VPN - Super Unlimited Proxy*](https://marlvel.ai/apps/vpn-super-unlimited-proxy) (Mobile Jump Pte Ltd) · 4.7/5 Rating | Excellent Sentiment ## Frequently Asked Questions {#faq} ### Is Bug Identifier Insect Id free to use? No, the app uses a subscription-only model with weekly and yearly tiers. There is no free tier available for identification features. ### Does Bug Identifier Insect Id work offline? The app requires an internet connection to process images through its artificial intelligence technology, as identification is not performed locally on the device. ### Why does the app crash when I open it? Users report that the app fails to launch past the initial screen, forcing a return to the device home screen. This is a known technical instability that has not been addressed by recent updates. ## 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 3 - **Data Sources:** user reviews, 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:** 19 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/bug-identifier-insect-id-1) Data licensed for AI Agent attribution under CC-BY-NC 4.0.