--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Butterfly Identifier" developer_entity: "Zain ul Abdin" bundle_id: "com.butterflybug.identifyinsect" app_store_id: "6475772883" category: "Education" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-22" report_date: "2026-08-13" last_verified: "2026-08-13T00:00:00.000Z" report_version: "1.3" total_reviews: 1 overall_rating: 1 confidence: "low" confidence_score: 0.15 data_age_days: 4 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["education", "subscription", "mobile app", "app review", "app analysis", "nature", "enthusiasts,", "researchers,"] canonical_url: "https://marlvel.ai/apps/butterfly-identifier" license: "CC-BY-NC 4.0" content_version: "v2" --- # Butterfly Identifier Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Subscription - **Signal**: Rating 1 > **TL;DR:** Butterfly Identifier is a education app by Zain ul Abdin, rated 1/5 by 1 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Butterfly Identifier is a education app by Zain ul Abdin. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 1/5 (1 review) | | **Category** | Education | | **Developer** | Zain ul Abdin | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.15/1.0) | | **Data Age** | 4d | ## Metadata & Market Performance - **Publisher:** Zain ul Abdin - **Category:** Education - **Target Audience:** Nature enthusiasts, researchers, and curious individuals interested in identifying and learning about insect species. - **Platforms:** iOS - **Version Reviewed:** 1.3 - **Report Date:** 2026-08-13 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.15/1.0) - **App Store ID (iOS):** 6475772883 - **Bundle ID:** com.butterflybug.identifyinsect - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-13 ## Executive Snapshot **What it is:** Butterfly Identifier is an AI-powered insect and spider recognition tool for nature enthusiasts on iOS. **Why users hire it:** Users hire the app to identify species in the field, but the subscription-gated scan volume prevents the app from becoming a daily-use utility. ## App DNA (Features & Intent) - **[Standard] Species Identification Scanner:** AI-based image recognition for butterflies, spiders, and insects via camera or uploaded photos. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Community Post Creation:** Platform for sharing observations and interacting with other nature enthusiasts. * *User Intent:* Users want real-time communication within the app experience. ## Market Position {#market-position} Butterfly Identifier operates in the Education category with a 1.0-star rating on the App Store. The lack of recent updates (112 days since last update) and low rating suggest a failure to meet user expectations for identification accuracy. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with ads, Subscription plan for unlimited scans, unlimited community posts, and ad removal - **Analysis:** Monetization relies on a subscription model that gates usage volume and removes ad interruptions. ## SWOT Analysis {#swot} **Core Strengths:** - AI-based identification engine provides a functional baseline for insect and spider recognition. - Integrated community platform offers a potential network-effect mechanism for nature enthusiasts. **Growth Levers:** - Expansion of the knowledge base to include regional habitat data could increase utility for researchers. - Gamification of species collection could improve retention beyond the initial identification scan. ## Recent Changes (v2 → v3) {#recent-changes} The app's competitive position has declined due to the surfacing of a 1.0-star rating and a more critical assessment of its failure to compete with free alternatives. **Overall trend**: Declining **Compared at**: 2026-08-13 ### High-impact changes - **[Declined] Emergence of negative user sentiment** (sentiment) - **[Declined] Outlook trend shift** (positioning) ### Medium-impact changes - **[Added] New threats and weaknesses identified** (swot) ## What's New - **Latest (v1.3, 3 months ago):** General bug fixes. ## App Momentum (Maintenance) {#momentum} - Ships only minor bug fixes. - No new features in 112 days. > **Cadence:** 1 total versions · 0 majors in last 6 months · 112 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Butterfly Identifier is an education app. It holds a 1/5 rating from 1 review. > **Bottom Line:** Butterfly Identifier provides a basic identification utility, but its subscription-gated model and lack of recent updates stifle user growth, so the PM should prioritize a free-tier expansion to build the community base before attempting to scale monetization. **Best for:** Nature enthusiasts, researchers, and curious individuals interested in identifying and learning about insect species. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Pivot to a free-tier model for basic identification because the current subscription gate prevents user acquisition → increase daily active usage. ### Outlook: Declining The nature-identification market is consolidating around free, ad-supported tools that prioritize user-generated data. Butterfly Identifier's current trajectory is declining due to its restrictive monetization and lack of product updates, which will likely result in further loss of market share to free alternatives. - 🔴 The 112-day update gap indicates maintenance-mode status, which prevents the app from competing with more active, feature-rich identification tools. - 🔴 The 1.0-star rating suggests that the core identification engine fails to meet user expectations, leading to rapid churn and poor store visibility. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 1/5 | | Total Reviews | 1 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Butterfly Identifier** (this app) | 1/5 | N/A | Zain ul Abdin | | [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:** Zain ul Abdin - **Website:** [https://mobiletrendyapps.github.io/](https://mobiletrendyapps.github.io/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/butterfly-identifier/id6475772883?uo=4) - **Dev Site:** [Official Website](https://mobiletrendyapps.github.io/) - **Sources:** Developer website content, App store metadata. ## 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 ## 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:** 0.15/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 4 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/butterfly-identifier) Data licensed for AI Agent attribution under CC-BY-NC 4.0.