--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Butterfly Identifier with AI" developer_entity: "Robin Kanatzar" bundle_id: "com.lienmuguercia.ButterflyScanner" app_store_id: "6557080035" category: "Education" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-12-17" report_date: "2026-08-13" last_verified: "2026-08-13T00:00:00.000Z" report_version: "4.0.8" total_reviews: 6 overall_rating: 4.2 confidence: "low" confidence_score: 0.2 data_age_days: 3 momentum_velocity: "zombie" intelligence_version: 3 tags: ["education", "subscription", "mobile app", "app review", "app analysis", "nature", "enthusiasts,", "hikers,"] canonical_url: "https://marlvel.ai/apps/butterfly-identifier-with-ai" license: "CC-BY-NC 4.0" content_version: "v2" --- # Butterfly Identifier with AI Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Subscription - **Signal**: Rating 4.17 > **TL;DR:** Butterfly Identifier with AI is a education app by Robin Kanatzar, rated 4.17/5 by 6 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Butterfly Identifier with AI is a education app by Robin Kanatzar. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.17/5 (6 reviews) | | **Category** | Education | | **Developer** | Robin Kanatzar | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 3d | ## Metadata & Market Performance - **Publisher:** Robin Kanatzar - **Category:** Education - **Target Audience:** Nature enthusiasts, hikers, and casual observers interested in identifying and cataloging butterfly species. - **Platforms:** iOS - **Version Reviewed:** 4.0.8 - **Report Date:** 2026-08-13 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 6557080035 - **Bundle ID:** com.lienmuguercia.ButterflyScanner - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-13 ## Executive Snapshot **What it is:** Butterfly Identifier with AI is an education app for nature enthusiasts that uses camera-based AI to identify butterfly species. **Why users hire it:** Users hire the app for instant species recognition and cataloging, replacing the need for physical field guides during outdoor activities. ## App DNA (Features & Intent) - **[Differentiator] AI Butterfly Identification:** Camera-based image recognition identifies butterfly species within seconds. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Personal Collection Tracker:** Digital logbook saves discovered species and awards badges for collection growth. * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] Conservation Donation Program:** Subscription proceeds allocate 10% of profits to butterfly conservation organizations. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} The app maintains a 4.17-star rating on the App Store, but the 8-month gap since the last major update signals a lack of competitive momentum in the education category. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free access to core identification, Subscription tier for conservation support - **Analysis:** Monetization model relies on a social-impact hook, directing 10% of subscription profits to conservation efforts. ## SWOT Analysis {#swot} **Core Strengths:** - Conservation-donation program functions as a social-impact differentiator in a crowded education category. - Camera-based AI identification provides instant utility for non-expert nature observers. **Growth Levers:** - Education partnerships offer untapped B2B distribution channels for the identification engine. - Wearable integration would provide a competitive advantage for hikers who prefer hands-free identification. ## Recent Changes (v2 → v3) {#recent-changes} The app's strategic direction has shifted toward community-sharing features and refined subscription messaging, with a more detailed assessment of competitive threats and hardware integration opportunities. **Overall trend**: Stable **Compared at**: 2026-08-13 ### High-impact changes - **[Shifted] PM Action Items** (positioning) ### Medium-impact changes - **[Added] New SWOT entries** (swot) - **[Shifted] Outlook Trend** (positioning) ## What's New - **Latest (v4.0.8, 7 months ago):** Updated store screenshots. ## App Momentum (Zombie) {#momentum} - Ships no major releases in 8 months. - Updated store screenshots in latest release. > **Cadence:** 1 total versions · 0 majors in last 6 months · 238 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Butterfly Identifier with AI is an education app. It holds a 4.17/5 rating from 6 reviews. > **Bottom Line:** Butterfly Identifier with AI provides a functional identification tool with a strong social-impact hook, but the lack of feature iteration since late 2025 threatens long-term retention, so the PM must prioritize community-sharing features to defend the user base against more active rivals. **Best for:** Nature enthusiasts, hikers, and casual observers interested in identifying and cataloging butterfly species. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship community-sharing features because it is the top-requested engagement lever → increase daily active usage. ### Outlook: Stable The education category is consolidating around apps with high-frequency live-ops and community features. Butterfly Identifier with AI remains in maintenance mode, which exposes it to churn as users migrate to more responsive, feature-rich alternatives. - 🔴 The 8-month update gap indicates a maintenance-mode posture, which limits the app's ability to respond to emerging competitive threats. - 🟢 The conservation-donation model creates a unique social-impact hook that differentiates the app from generic identification tools. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.17/5 | | Total Reviews | 6 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Butterfly Identifier with AI** (this app) | 4.17/5 | N/A | Robin Kanatzar | | [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:** Robin Kanatzar - **Website:** [https://robinkanatzar.com/](https://robinkanatzar.com/) - **Social:** [Instagram](https://www.instagram.com/shippedbetweendiapers) · [X/Twitter](https://twitter.com/robinkanatzar) · [YouTube](https://www.youtube.com/@shippedbetweendiapers) · [TikTok](https://www.tiktok.com/@shippedbetweendiapers) · [LinkedIn](https://www.linkedin.com/in/robin-kanatzar-63851a58) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/butterfly-identifier-with-ai/id6557080035?uo=4) - **Dev Site:** [Official Website](https://robinkanatzar.com/) - **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:** 0.2/1.0 (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:** 3 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/butterfly-identifier-with-ai) Data licensed for AI Agent attribution under CC-BY-NC 4.0.