--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "What Kind Of Plant Is This" developer_entity: "Ngoan Doan Thi" bundle_id: "com.ngoan.what.kind.of.plants" app_store_id: "6446130411" category: "Education" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-06-05" report_date: "2026-08-21" last_verified: "2026-08-21T00:00:00.000Z" report_version: "1.0.6" total_reviews: 20 overall_rating: 4.5 sentiment: "Upset" sentiment_score: 10 confidence: "medium" confidence_score: 0.4 top_complaint_theme: "Inconsistent plant identification results across multiple angles lead to incorrect information for the same specimen" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 3 momentum_velocity: "zombie" intelligence_version: 3 tags: ["education", "subscription", "upset sentiment", "mobile app", "app review", "app analysis", "gardeners", "nature", "enthusiasts"] canonical_url: "https://marlvel.ai/apps/what-kind-of-plant-is-this" license: "CC-BY-NC 4.0" content_version: "v2" --- # What Kind Of Plant Is This Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Subscription - **Signal**: Rating 4.45 · Sentiment Upset - **Recent focus**: Inconsistent plant identification results across multiple angles lead to incorrect information for the same specimen (top complaint) > **TL;DR:** What Kind Of Plant Is This is a education app by Ngoan Doan Thi, rated 4.45/5 by 20 users, with Upset user sentiment (10/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** What Kind Of Plant Is This faces Upset user sentiment (4.45/5 from 20 reviews), with users reporting inconsistent plant identification results across multiple angles lead to incorrect information for the same specimen as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.45/5 (20 reviews) | | **User Mood** | Upset | | **Category** | Education | | **Developer** | Ngoan Doan Thi | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Medium (0.4/1.0) | | **Data Age** | 3d | ## Metadata & Market Performance - **Publisher:** Ngoan Doan Thi - **Category:** Education - **Target Audience:** Home gardeners and nature enthusiasts seeking quick identification of plants and flowers. - **Platforms:** iOS - **Version Reviewed:** 1.0.6 - **Report Date:** 2026-08-21 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.4/1.0) - **App Store ID (iOS):** 6446130411 - **Bundle ID:** com.ngoan.what.kind.of.plants - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-21 ## Executive Snapshot **What it is:** What Kind Of Plant Is This is an image-based plant identification tool for gardeners and nature enthusiasts on iOS. **Why users hire it:** The app removes the cognitive friction of manual botanic research by automating species identification via camera input. ## App DNA (Features & Intent) - **[Standard] Visual Plant Identification:** Image-based recognition engine identifying 60,000+ plant species via camera input. - **[Differentiator] Continuous ML Improvement:** Algorithm updates based on visual data provided by users during identification sessions. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} What Kind Of Plant Is This maintains a 4.45 rating across 20 total ratings, though the lack of updates since June 2024 suggests a stagnant market position. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with limited functionality, Subscription-based premium access with auto-renewal - **Analysis:** Subscription model requires cancellation 24 hours before period end, with no refunds for unused terms. ## 🔴 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 4.45/5 - **Platform Split:** iOS 4.5/5 (20 ratings) - **Overall Sentiment:** Upset - **Note:** The 4.45/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Complaints (Impact Areas) - **Inconsistent plant identification results across multiple angles lead to incorrect information for the same specimen** ## SWOT Analysis {#swot} **Core Strengths:** - 60,000-species identification library provides a broad knowledge base for general-purpose plant recognition **Growth Levers:** - Implementing a community-verified identification feedback loop could address the current inconsistency in recognition results ## Recent Changes (v2 → v3) {#recent-changes} The product remains in a maintenance-only state with no functional updates, but the analytical framework now explicitly identifies the risk of model obsolescence against active competitors. **Overall trend**: Stable **Compared at**: 2026-08-21 ### High-impact changes - **[Added] Competitive Threat Identification** (swot) ### Medium-impact changes - **[Shifted] Model Stagnation Narrative** (positioning) - **[Added] Refined Weakness Definition** (swot) ## What's New - **Latest (v1.0.6, 2 years ago):** Routine maintenance release focused on performance optimization and bug resolution. ## App Momentum (Zombie) {#momentum} - Quiet 26 months, maintenance mode only. > **Cadence:** 1 total versions · 0 majors in last 6 months · 807 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} What Kind Of Plant Is This is an education app. It holds a 4.45/5 rating from 20 reviews. > **Bottom Line:** The lack of development since mid-2024 leaves the identification engine vulnerable to accuracy drift, which erodes user trust in the results. Prioritizing a model-refinement sprint would address the core identification inconsistency that currently limits retention. **Best for:** Home gardeners and nature enthusiasts seeking quick identification of plants and flowers. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit identification engine accuracy because users report conflicting results for the same specimen → improve retention ### Outlook: Declining The plant identification market is consolidating around apps that provide frequent model updates and community-driven verification. What Kind Of Plant Is This remains exposed due to its long-term development silence, which will likely lead to further rating erosion as the identification engine falls behind current industry standards. - 🔴 The 26-month release gap indicates the app is in maintenance mode, which prevents the model from adapting to new botanical data. - 🔴 User reports of inconsistent identification results suggest the current engine is failing to maintain accuracy, which will accelerate churn among power users. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.45/5 | | Total Reviews | 20 | | Sentiment | Upset (10/100) | | Confidence | Medium | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **What Kind Of Plant Is This** (this app) | 4.45/5 | Upset | Ngoan Doan Thi | | [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:** Ngoan Doan Thi - **Website:** [https://apps.apple.com/us/developer/ngoan-doan-thi/id1654459361?uo=4](https://apps.apple.com/us/developer/ngoan-doan-thi/id1654459361?uo=4) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/what-kind-of-plant-is-this/id6446130411?uo=4) - **Dev Site:** [Official Website](https://apps.apple.com/us/developer/ngoan-doan-thi/id1654459361?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 What Kind Of Plant Is This accurate for all plants? Users report that identification results can be inconsistent when using different camera angles for the same plant, suggesting the engine may struggle with certain specimens. ### Does What Kind Of Plant Is This require a subscription? Yes, the app uses a subscription model that includes a free tier with limited functionality and a premium tier for advanced access. ### How often is What Kind Of Plant Is This updated? The app has not received a major update since June 2024, indicating it is currently in a maintenance-only state. ## 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:** 1 - **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:** 3 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/what-kind-of-plant-is-this) Data licensed for AI Agent attribution under CC-BY-NC 4.0.