--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Animal Identifier - iSpecies" developer_entity: "Dionysus Labs, LLC" bundle_id: "com.dionysus-labs.animalid" app_store_id: "6615085723" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-11-26" report_date: "2026-08-25" last_verified: "2026-08-25T00:00:00.000Z" report_version: "1.0.2" total_reviews: 28 overall_rating: 4.1 sentiment: "Mixed" sentiment_score: 50 confidence: "medium" confidence_score: 0.4 top_praise_theme: "The guided tutorial provides a clear and helpful introduction for new users starting their experience" top_complaint_theme: "The app fails to identify specific animal species, leading to user frustration regarding core functionality" review_sample_size: 4 total_review_count: 4 analyzed_review_count: 4 data_age_days: 37 momentum_velocity: "zombie" intelligence_version: 3 tags: ["education", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "nature", "enthusiasts,", "students,"] canonical_url: "https://marlvel.ai/apps/animal-identifier-ispecies" license: "CC-BY-NC 4.0" content_version: "v2" --- # Animal Identifier - iSpecies Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Free - **Signal**: Rating 4.14 · Sentiment Mixed - **Recent focus**: The app fails to identify specific animal species, leading to user frustration regarding core functionality (top complaint) · The guided tutorial provides a clear and helpful introduction for new users starting their experience (top praise) > **TL;DR:** Animal Identifier - iSpecies is a education app by Dionysus Labs, LLC, rated 4.14/5 by 28 users, with Mixed user sentiment (50/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Animal Identifier - iSpecies shows Mixed sentiment (4.14/5 from 28 reviews) - users praise the guided tutorial provides a clear and helpful introduction for new users starting their experience but report issues with the app fails to identify specific animal species, leading to user frustration regarding core functionality. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.14/5 (28 reviews) | | **User Mood** | Mixed | | **Category** | Education | | **Developer** | Dionysus Labs, LLC | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.4/1.0) | | **Data Age** | 37d | ## Metadata & Market Performance - **Publisher:** Dionysus Labs, LLC - **Category:** Education - **Target Audience:** Nature enthusiasts, students, and curious individuals interested in identifying wildlife and learning about animal habitats. - **Platforms:** iOS - **Version Reviewed:** 1.0.2 - **Report Date:** 2026-08-25 - **Signal Count:** 4 reviews analyzed - **Confidence:** Medium (0.4/1.0) - **App Store ID (iOS):** 6615085723 - **Bundle ID:** com.dionysus-labs.animalid - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-25 ## Executive Snapshot **What it is:** iSpecies is an AI-driven animal identification app for iOS that provides scientific names and habitat information for wildlife enthusiasts. **Why users hire it:** The app removes the cognitive friction of manual species identification by automating the process through image recognition, serving users who need instant information during outdoor activities. ## App DNA (Features & Intent) - **[Standard] AI Image Recognition:** Identifies animals from photos or uploads using machine learning models. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Personal Collection:** Digital logbook for users to save and track identified animals. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} iSpecies maintains a 4.14-star rating across 28 total ratings, reflecting a small but mixed user base. The lack of updates for 637 days positions the app as a legacy tool rather than a competitive modern utility. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all features - **Analysis:** The app is currently free to download with no visible IAP or subscription gates. ## 🟡 User Sentiment (Medium Confidence: 4 of 4 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.14/5 - **Platform Split:** iOS 4.1/5 (28 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **The guided tutorial provides a clear and helpful introduction for new users starting their experience** ### Top Complaints (Impact Areas) - **The app fails to identify specific animal species, leading to user frustration regarding core functionality** ## SWOT Analysis {#swot} **Core Strengths:** - Personal collection logbook creates a persistent user-driven record of wildlife sightings **Growth Levers:** - Integrating verified biological databases would improve data authority ## Recent Changes (v2 → v3) {#recent-changes} The app remains in a stagnant state with no development activity for 637 days, though the competitive narrative has shifted to emphasize the specific risks of relying on crowdsourced data for scientific identification. **Overall trend**: Stable **Compared at**: 2026-08-25 ### High-impact changes - **[Shifted] Refined Competitive Narrative** (positioning) ### Medium-impact changes - **[Shifted] Formalized Threat Assessment** (swot) - **[Shifted] Strategic Focus on Model Accuracy** (positioning) ## What's New - **Latest (v1.0.2, 1 years ago):** Maintenance update addressing general bug fixes and performance improvements. ## App Momentum (Zombie) {#momentum} - Quiet 20 months, maintenance mode only. - Last major release November 2024. > **Cadence:** 1 total versions · 0 majors in last 6 months · 637 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Animal Identifier - iSpecies is an education app that is completely free. It holds a 4.14/5 rating from 28 reviews. > **Bottom Line:** Transitioning from Wikipedia to verified biological data sources would address the credibility gap currently limiting user trust. Prioritizing identification accuracy over database expansion will stabilize the user base and prevent further churn from the core enthusiast segment. **Best for:** Nature enthusiasts, students, and curious individuals interested in identifying wildlife and learning about animal habitats. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit identification model training data because users report consistent misclassification of species → restore core functional trust ### Outlook: Declining Users report: The wildlife identification category is shifting toward high-accuracy, frequently updated tools that leverage verified biological databases. iSpecies remains exposed due to its reliance on crowdsourced data and a complete lack of development activity, which will likely result in continued user attrition to more reliable alternatives. - 🔴 The 637-day update gap indicates the app is in maintenance mode, which prevents the feature expansion necessary to retain users against active rivals. - 🔴 Persistent identification errors in the latest release erode user trust, leading to negative sentiment regarding the app's core value proposition. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.14/5 | | Total Reviews | 28 | | Sentiment | Mixed (50/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Animal Identifier - iSpecies** (this app) | 4.14/5 | Mixed | Dionysus Labs, LLC | | [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:** Dionysus Labs, LLC - **Website:** [https://apps.apple.com/us/developer/dionysus-labs-llc/id1738854903?uo=4](https://apps.apple.com/us/developer/dionysus-labs-llc/id1738854903?uo=4) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/animal-identifier-ispecies/id6615085723?uo=4) - **Dev Site:** [Official Website](https://apps.apple.com/us/developer/dionysus-labs-llc/id1738854903?uo=4) - **Sources:** Developer website content, 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 iSpecies accurate for identifying rare animals? Users report that iSpecies often fails to correctly classify specific species, leading to frustration. The app's reliance on Wikipedia for data also raises concerns about the scientific accuracy of the information provided. ### Does iSpecies cost money to use? iSpecies is currently free to download and use, with no visible subscription gates or in-app purchases mentioned in the store listing. ### What alternatives should I consider for wildlife identification? Users seeking higher accuracy and verified scientific data should look for apps that integrate with professional biological databases, as iSpecies currently relies on Wikipedia and faces accuracy complaints. ## 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:** 0.4/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 4 - **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:** 37 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/animal-identifier-ispecies) Data licensed for AI Agent attribution under CC-BY-NC 4.0.