--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Animal Recognition" developer_entity: "Hideaki Uchikoshi" bundle_id: "com.hideucks.AnimalRecognition" app_store_id: "6511215880" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-07-29" report_date: "2026-08-26" last_verified: "2026-08-26T00:00:00.000Z" report_version: "1.0.61" total_reviews: 0 confidence: "low" confidence_score: 0.15 data_age_days: 2 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["utilities", "free", "mobile app", "app review", "app analysis", "users", "looking", "simple,"] canonical_url: "https://marlvel.ai/apps/animal-recognition" license: "CC-BY-NC 4.0" content_version: "v2" --- # Animal Recognition Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free > **TL;DR:** Animal Recognition is a utilities app by Hideaki Uchikoshi, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Animal Recognition is a utilities app by Hideaki Uchikoshi. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Utilities | | **Developer** | Hideaki Uchikoshi | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.15/1.0) | | **Data Age** | 2d | ## Metadata & Market Performance - **Publisher:** Hideaki Uchikoshi - **Category:** Utilities - **Target Audience:** Users looking for simple, single-purpose computer vision tools for identifying pets or analyzing images. - **Platforms:** iOS - **Version Reviewed:** 1.0.61 - **Report Date:** 2026-08-26 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.15/1.0) - **App Store ID (iOS):** 6511215880 - **Bundle ID:** com.hideucks.AnimalRecognition - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-26 ## Executive Snapshot **What it is:** Animal Recognition is a utility for identifying cats and dogs in images via computer vision on iOS. **Why users hire it:** The app removes the cognitive friction of using complex, general-purpose AI tools for the specific, frequent task of pet identification. ## App DNA (Features & Intent) - **[Standard] Animal Recognition:** Identifies cats and dogs in uploaded images using computer vision, serving as the primary ad-inventory driver. - **[Standard] Computer Vision Suite:** Provides access to specialized detection tools including human body, object, and text detection. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Animal Recognition occupies a niche utility segment within the Utilities category, relying on a free, ad-supported model to capture users seeking immediate pet identification. The absence of a paid tier or subscription suggests a strategy focused on broad, low-friction acquisition rather than high-ARPU monetization. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is free to download and utilizes ad-supported monetization to generate revenue from session-based ad impressions. ## SWOT Analysis {#swot} **Core Strengths:** - Specialized pet-identification model provides immediate utility for specific user queries **Growth Levers:** - Social sharing integration could build a recurring retention loop ## Recent Changes (v2 → v3) {#recent-changes} The product strategy shifted from a focus on expanding classification capabilities to prioritizing social-sharing features to solve for low user retention. This pivot marks a transition from viewing the app as a static utility to attempting to build a recurring habit loop. **Overall trend**: Stable **Compared at**: 2026-08-26 ### High-impact changes - **[Shifted] Retention Strategy Pivot** (swot) - **[Shifted] Development Roadmap Priority** (features) ### Medium-impact changes - **[Improved] FAQ Clarity** (features) ## What's New - **Latest (v1.0.61, 3 weeks ago):** Addressed advertisement frequency, screen transition issues, and general internal performance optimizations. ## App Momentum (Maintenance) {#momentum} - Ships maintenance-only bug fixes. - Last major release date unavailable. > **Cadence:** 1 total versions · 0 majors in last 6 months · 27 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Animal Recognition is an utilities app that is completely free. > **Bottom Line:** Animal Recognition serves a narrow utility niche, but the lack of a community loop limits long-term retention. Prioritizing a social-sharing feature would convert one-off utility sessions into a recurring habit, unlocking value beyond simple image classification. **Best for:** Users looking for simple, single-purpose computer vision tools for identifying pets or analyzing images. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship social sharing for identified pets because the current utility-only model lacks a retention loop → increase session frequency ### Outlook: Stable The utility-focused image recognition market is consolidating around general-purpose AI assistants that offer broader capabilities. Animal Recognition remains exposed to this shift, as its narrow scope provides little defense against larger platforms that include pet identification as a standard feature. - ⚪ The maintenance-only release cadence indicates a stable, low-investment posture that prioritizes ad-revenue stability over active feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Animal Recognition** (this app) | N/A/5 | N/A | Hideaki Uchikoshi | | [Sota Connect: Secure Network](https://marlvel.ai/apps/fi-catconnect-sota) | 4.8/5 | N/A | Cat Connect | | [V2Box - V2ray Client](https://marlvel.ai/apps/v2box-v2ray-client) | 4.6/5 | n/a | techlaim | | [avoVPN Desktop](https://marlvel.ai/apps/avovpn-desktop) | N/A/5 | N/A | Avocado VPN Technologies | | [Free VPN by Free VPN .org™](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) | 4.5/5 | Mixed | Free VPN LLC | | [Fusvob VPN : Super VPN 2026](https://marlvel.ai/apps/com-toplinkc-foxexcellent) | 4.5/5 | Mixed | Fuxin Technology | ## Company Profile - **Developer:** Hideaki Uchikoshi - **Website:** [https://achi3net.web.app](https://achi3net.web.app) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/animal-recognition/id6511215880?uo=4) - **Dev Site:** [Official Website](https://achi3net.web.app) - **Sources:** Developer website content, App store metadata. ## Related Intel Reports - [*Sota Connect: Secure Network*](https://marlvel.ai/apps/fi-catconnect-sota) (Cat Connect) · 4.8/5 Rating - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.6/5 Rating - [*avoVPN Desktop*](https://marlvel.ai/apps/avovpn-desktop) (Avocado VPN Technologies) · N/A Rating - [*Free VPN by Free VPN .org™*](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) (Free VPN LLC) · 4.5/5 Rating - [*Fusvob VPN : Super VPN 2026*](https://marlvel.ai/apps/com-toplinkc-foxexcellent) (Fuxin Technology) · 4.5/5 Rating - [*Potatso*](https://marlvel.ai/apps/potatso) (Potatso Lab LTD) · 4.4/5 Rating - [*Quantumult X*](https://marlvel.ai/apps/quantumult-x) (Cross Utility Ltd) · 3.8/5 Rating - [*카톡 분석 - 오픈채팅, 카톡 채팅 분석, 통계, 검색*](https://marlvel.ai/apps/com-liger-katalkanalysispaid) (Park Sung Cheol) · N/A Rating - [*로또 황금번호 생성기*](https://marlvel.ai/apps/lotto-lottogold) (jaehwan lee) · N/A Rating - [*도사폰 (만세력 역학도구)*](https://marlvel.ai/apps/app--656) (Softchaser Company Limited) · 5.0/5 Rating ## Frequently Asked Questions {#faq} ### Is Animal Recognition free to use? Yes, Animal Recognition is free to download and uses ad-supported monetization to provide its image identification services. ### What animals can the app identify? Animal Recognition is currently limited to identifying cats and dogs in uploaded images. ### Does the app offer more than just pet identification? Yes, the app includes a computer vision suite that supports human body, object, and text detection alongside its core pet identification feature. ## 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:** 2 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/animal-recognition) Data licensed for AI Agent attribution under CC-BY-NC 4.0.