--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "AI Plant Finder: Identify Scan" developer_entity: "APPIO OYUN YAZILIM VE REKLAM ANONIM SIRKETI" bundle_id: "com.paa.aipltfnd" app_store_id: "6479683564" category: "Utilities" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-10-17" report_date: "2026-08-10" last_verified: "2026-08-10T00:00:00.000Z" report_version: "1.1.1" total_reviews: 10 overall_rating: 3 sentiment: "Upset" sentiment_score: 10 confidence: "medium" confidence_score: 0.55 top_complaint_theme: "Users report the subscription cancellation process is intentionally difficult to navigate within the app interface" review_sample_size: 2 total_review_count: 2 analyzed_review_count: 2 data_age_days: 7 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["utilities", "subscription", "upset sentiment", "mobile app", "app review", "app analysis", "novice", "gardeners", "professional"] canonical_url: "https://marlvel.ai/apps/ai-plant-finder-identify-scan" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- # AI Plant Finder: Identify Scan Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Subscription - **Signal**: Rating 3 · Sentiment Upset - **Recent focus**: Users report the subscription cancellation process is intentionally difficult to navigate within the app interface (top complaint) > **TL;DR:** AI Plant Finder: Identify Scan is a utilities app by APPIO OYUN YAZILIM VE REKLAM ANONIM SIRKETI, rated 3/5 by 10 users, with Upset user sentiment (10/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** AI Plant Finder: Identify Scan faces Upset user sentiment (3/5 from 10 reviews), with users reporting users report the subscription cancellation process is intentionally difficult to navigate within the app interface as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3/5 (10 reviews) | | **User Mood** | Upset | | **Category** | Utilities | | **Developer** | APPIO OYUN YAZILIM VE REKLAM ANONIM SIRKETI | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Medium (0.55/1.0) | | **Data Age** | 7d | ## Metadata & Market Performance - **Publisher:** APPIO OYUN YAZILIM VE REKLAM ANONIM SIRKETI - **Category:** Utilities - **Target Audience:** Novice gardeners and professional plant enthusiasts seeking automated care tools and identification. - **Platforms:** iOS - **Version Reviewed:** 1.1.1 - **Report Date:** 2026-08-10 - **Signal Count:** 2 reviews analyzed - **Confidence:** Medium (0.55/1.0) - **App Store ID (iOS):** 6479683564 - **Bundle ID:** com.paa.aipltfnd - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-10 ## Executive Snapshot **What it is:** AI Plant Finder is a mobile utility for iOS that uses AI to identify plant species and provide care diagnostics for gardeners. **Why users hire it:** Users hire the app to automate plant health monitoring and care scheduling, reducing the cognitive load of maintaining a plant collection. ## App DNA (Features & Intent) - **[Standard] AI Plant Identification:** Image recognition system identifies plant species from user-uploaded photos * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Plant Diagnosis and Care Guides:** Diagnostic tool identifies plant diseases and provides specific care instructions * *User Intent:* Users need clear guidance to understand and adopt the product quickly. - **[Differentiator] AI Chatbot Assistant:** Conversational interface provides expert-level advice on pest control, watering, and fertilization * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} AI Plant Finder operates in the crowded gardening utility space, holding a 3-star rating based on 10 total ratings. The lack of recent major updates over the last 297 days signals a maintenance-mode posture that leaves it exposed to more active competitors. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with limited access, Premium subscription with auto-renewal - **Analysis:** Subscription-based model with auto-renewal managed via iTunes account settings. ## 🔴 User Sentiment (Medium Confidence: 2 of 2 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3/5 - **Platform Split:** iOS 3.0/5 (10 ratings) - **Overall Sentiment:** Upset ### Top Complaints (Impact Areas) - **Users report the subscription cancellation process is intentionally difficult to navigate within the app interface** ## SWOT Analysis {#swot} **Core Strengths:** - AI-powered identification functions as a primary acquisition hook **Growth Levers:** - Integration of verified botanical databases could address current diagnostic accuracy gaps ## Recent Changes (v2 → v3) {#recent-changes} The app's competitive outlook has declined due to critical user complaints regarding diagnostic accuracy and subscription management. **Overall trend**: Declining **Compared at**: 2026-08-10 ### High-impact changes - **[Declined] Emergence of critical complaints** (sentiment) - **[Shifted] Executive summary tone** (positioning) ### Medium-impact changes - **[Improved] Feature competitive positioning** (features) ## App Momentum (Maintenance) {#momentum} - No major releases in 297 days. - Maintenance-mode update cadence. > **Cadence:** 5 total versions · 0 majors in last 6 months · 188 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} AI Plant Finder: Identify Scan is an utilities app. It holds a 3/5 rating from 10 reviews. > **Bottom Line:** AI Plant Finder provides a comprehensive feature set for gardeners, but the failure of core diagnostic tools and user-hostile billing practices undermine its viability, so the PM must prioritize accuracy and cancellation transparency to prevent total churn. **Best for:** Novice gardeners and professional plant enthusiasts seeking automated care tools and identification. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit subscription cancellation flow because users report it is intentionally hidden → reduce churn and negative reviews. ### Outlook: Declining The gardening utility market is consolidating around apps that provide high-accuracy, verifiable botanical data. AI Plant Finder's lack of recent feature updates leaves it exposed to more agile competitors, so the PM must pivot to core utility reliability to avoid total user abandonment. - 🔴 Diagnostic failures on common plant diseases erode user trust, which directly reduces the perceived value of the premium subscription tier. - 🔴 Reports of hidden subscription cancellation paths create significant brand risk, which may trigger store-level enforcement actions against the developer. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3/5 | | Total Reviews | 10 | | Sentiment | Upset (10/100) | | Confidence | Medium | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **AI Plant Finder: Identify Scan** (this app) | 3/5 | Upset | APPIO OYUN YAZILIM VE REKLAM ANONIM SIRKETI | | [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) | 4.4/5 | Mixed | Fuxin Technology | | [Potatso](https://marlvel.ai/apps/potatso) | 4.4/5 | n/a | Potatso Lab LTD | | [Quantumult X](https://marlvel.ai/apps/quantumult-x) | 3.8/5 | N/A | Cross Utility Ltd | ## Company Profile - **Developer:** APPIO OYUN YAZILIM VE REKLAM ANONIM SIRKETI - **Website:** [https://ai-plantfinder.com](https://ai-plantfinder.com) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/ai-plant-finder-identify-scan/id6479683564?uo=4) - **Dev Site:** [Official Website](https://ai-plantfinder.com) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*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) · 4.4/5 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 - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.5/5 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 - [*근로자 공수달력*](https://marlvel.ai/apps/jaehwan-worktracer) (jaehwan lee) · N/A 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:** 0.55/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 2 - **Data Sources:** user reviews, developer website, company about page, 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:** 7 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/ai-plant-finder-identify-scan) Data licensed for AI Agent attribution under CC-BY-NC 4.0.