--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Bug Identifier: Insect Id App" developer_entity: "Pedram mozaffari" bundle_id: "com.a2mp.insectidentifier" app_store_id: "6449868233" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-09-15" report_date: "2026-09-11" last_verified: "2026-09-11T00:00:00.000Z" report_version: "4" total_reviews: 43 overall_rating: 3.6 sentiment: "Upset" sentiment_score: 10 confidence: "low" confidence_score: 0.35 top_complaint_theme: "The application fails to perform its core identification function and remains stuck on the analysis screen" review_sample_size: 5 total_review_count: 5 analyzed_review_count: 5 data_age_days: 20 momentum_velocity: "zombie" intelligence_version: 2 tags: ["education", "free", "upset sentiment", "mobile app", "app review", "app analysis", "nature", "enthusiasts,", "students,"] canonical_url: "https://marlvel.ai/apps/bug-identifier-insect-id-app" license: "CC-BY-NC 4.0" content_version: "v2" --- # Bug Identifier: Insect Id App Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Free - **Signal**: Rating 3.58 · Sentiment Upset - **Recent focus**: The application fails to perform its core identification function and remains stuck on the analysis screen (top complaint) > **TL;DR:** Bug Identifier: Insect Id App is a education app by Pedram mozaffari, rated 3.58/5 by 43 users, with Upset user sentiment (10/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Bug Identifier: Insect Id App faces Upset user sentiment (3.58/5 from 43 reviews), with users reporting the application fails to perform its core identification function and remains stuck on the analysis screen as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.58/5 (43 reviews) | | **User Mood** | Upset | | **Category** | Education | | **Developer** | Pedram mozaffari | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.35/1.0) | | **Data Age** | 20d | ## Metadata & Market Performance - **Publisher:** Pedram mozaffari - **Category:** Education - **Target Audience:** Nature enthusiasts, students, and researchers interested in insect identification and pest management. - **Platforms:** iOS - **Version Reviewed:** 4 - **Report Date:** 2026-09-11 - **Signal Count:** 5 reviews analyzed - **Confidence:** Low (0.35/1.0) - **App Store ID (iOS):** 6449868233 - **Bundle ID:** com.a2mp.insectidentifier - **Data Window:** Analysis based on signals collected up to 2026-09-11 ## Executive Snapshot **What it is:** Bug Identifier: Insect Id App is an educational tool for identifying insects and analyzing bites via image recognition on iOS. **Why users hire it:** The product serves as a field guide for nature enthusiasts, removing the cognitive cost of manual taxonomy research by providing instant phylum and genus data. ## App DNA (Features & Intent) - **[Standard] Photo-Based Insect Identification:** Image recognition identifies insects and provides taxonomy data including phylum, class, family, and genus. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] AI-Expert Chat:** Conversational AI answers specific questions about insect behavior and bite treatment. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Bug Bite Identification:** Real-time analysis determines if an insect bite requires medical attention. ## Market Position {#market-position} Bug Identifier: Insect Id App holds a 3.58 rating across 43 total ratings, reflecting significant user frustration with core functionality. The lack of updates for 12 months signals a maintenance-only posture that leaves the product vulnerable to more active competitors. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to identification and AI chat tools - **Analysis:** The app currently operates as a free tool with no explicit subscription or IAP tiers mentioned in the metadata, though user complaints suggest a perception of hidden costs. ## 🔴 User Sentiment (Low Confidence: 5 of 5 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.58/5 - **Platform Split:** iOS 3.6/5 (43 ratings) - **Overall Sentiment:** Upset ### Top Complaints (Impact Areas) - **The application fails to perform its core identification function and remains stuck on the analysis screen** ## SWOT Analysis {#swot} **Core Strengths:** - AI-Expert chat enables conversational taxonomy and bite treatment queries - Real-time bite identification provides high-utility safety information for outdoor users **Growth Levers:** - Implement limited free-tier scans to lower entry barriers and rebuild trust - Improve image recognition stability to resolve primary churn driver ## What's New - **Latest (v4, 12 months ago):** Addressed unspecified bugs. ## App Momentum (Zombie) {#momentum} - Shipped minor bug fixes last year. - Last major release 12 months ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 360 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Bug Identifier: Insect Id App is an education app that is completely free. It holds a 3.58/5 rating from 43 reviews. > **Bottom Line:** Bug Identifier: Insect Id App must prioritize engine stability to restore basic utility, as the current failure to identify insects renders the product non-functional. Addressing this technical debt is the only path to justifying the current price point and reducing the high refund-driven churn. **Best for:** Nature enthusiasts, students, and researchers interested in insect identification and pest management. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild identification engine stability because it is the top-cited churn driver → restore basic app utility ### Outlook: Declining The market for insect identification is shifting toward functional, free-to-try tools that prioritize speed and accuracy. Bug Identifier: Insect Id App remains exposed due to its stagnant release cadence and persistent technical failures, which will likely accelerate user churn into the next quarter. - 🔴 The identification engine hangs indefinitely, which prevents users from completing the core task and drives negative sentiment. - 🔴 The 12-month gap since the last major release suggests a lack of active development, which compounds user frustration with existing bugs. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.58/5 | | Total Reviews | 43 | | Sentiment | Upset (10/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Bug Identifier: Insect Id App** (this app) | 3.58/5 | Upset | Pedram mozaffari | | [AlgoApp - Flashcards](https://marlvel.ai/apps/algoapp-flashcards) | 4.5/5 | n/a | AlgoApp Inc | | [Elevate - Brain Training Games](https://marlvel.ai/apps/elevate-brain-training-games) | 4.7/5 | n/a | The Mind Company | | [Flashcards Deluxe](https://marlvel.ai/apps/flashcards-deluxe) | 4.5/5 | N/A | OrangeOrApple.com | | [Flash Cards Flashcards Maker](https://marlvel.ai/apps/flash-cards-flashcards-maker) | 4.0/5 | Mixed | Infinite Wave Media, LLC | | [Flashcards maker - AI generate](https://marlvel.ai/apps/flashcards-maker-ai-generate) | 4.1/5 | Mixed | Teleprompter LLC | ## Company Profile - **Developer:** Pedram mozaffari ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/bug-identifier-insect-id-app/id6449868233?uo=4) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*AlgoApp - Flashcards*](https://marlvel.ai/apps/algoapp-flashcards) (AlgoApp Inc) · 4.5/5 Rating - [*Elevate - Brain Training Games*](https://marlvel.ai/apps/elevate-brain-training-games) (The Mind Company) · 4.7/5 Rating - [*Flashcards Deluxe*](https://marlvel.ai/apps/flashcards-deluxe) (OrangeOrApple.com) · 4.5/5 Rating - [*Flash Cards Flashcards Maker*](https://marlvel.ai/apps/flash-cards-flashcards-maker) (Infinite Wave Media, LLC) · 4.0/5 Rating - [*Flashcards maker - AI generate*](https://marlvel.ai/apps/flashcards-maker-ai-generate) (Teleprompter LLC) · 4.1/5 Rating - [*Impulse - Brain Training*](https://marlvel.ai/apps/impulse-brain-training) (GMRD Apps Limited) · 4.6/5 Rating - [*Peak - Brain Training*](https://marlvel.ai/apps/peak-brain-training) (Synaptic Labs) · 4.7/5 Rating - [*자주 틀리는 우리말*](https://marlvel.ai/apps/app--424) (DaolSoft, Co., Ltd.) · N/A Rating - [*달공부 - 한 달 공부 다이어리 + 루틴/공부 타이머*](https://marlvel.ai/apps/azlabs-dalstudy) (SuWon Choi) · N/A Rating - [*타요콘 - 타요 아바타 놀이동화*](https://marlvel.ai/apps/com-kigle-project-tayocon) (KIGLE) · 3.1/5 Rating ## Frequently Asked Questions {#faq} ### Is Bug Identifier: Insect Id App free to use? While the app is listed as free, user reviews report that the lack of a free trial and the requirement to pay before testing functionality leads to a perception of deceptive monetization. ### Does the app accurately identify bugs? Users report that the app frequently hangs during the identification process, preventing the tool from providing results. The developer claims 96% accuracy, but current user sentiment indicates the core identification function is not performing as expected. ### What should I use if Bug Identifier: Insect Id App is not working? Users experiencing issues with the identification engine should consider alternative insect identification apps that offer functional free-tier scanning, as the current version of this app is not reliably providing results. ## 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:** 0.35/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 5 - **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:** 20 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/bug-identifier-insect-id-app) Data licensed for AI Agent attribution under CC-BY-NC 4.0.