--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Fieldbook - Plant Identifier" developer_entity: "ATES YANKI OKSUZ" bundle_id: "com.fieldbook.app" app_store_id: "6746331843" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-10" report_date: "2026-05-12" last_verified: "2026-05-12T07:13:16.828Z" report_version: "1.1.4" total_reviews: 0 confidence: "low" confidence_score: 0.05 data_age_days: 50 momentum_velocity: "maintenance" intelligence_version: 3 nemesis: "PictureThis - Plant Identifier" competitor_count: 7 tags: ["education", "free", "mobile app", "app review", "app analysis", "hikers,", "foragers,", "gardeners,"] canonical_url: "https://marlvel.ai/intel-report/education/fieldbook-plant-identifier" license: "CC-BY-NC 4.0" content_version: "v2" --- # Fieldbook - Plant Identifier App Audit ## TL;DR {#tldr} - **Category**: Education · Free > **TL;DR:** Fieldbook - Plant Identifier is a education app by ATES YANKI OKSUZ, available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Fieldbook - Plant Identifier is a education app by ATES YANKI OKSUZ. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Education | | **Developer** | ATES YANKI OKSUZ | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** ATES YANKI OKSUZ - **Category:** Education - **Target Audience:** Hikers, foragers, gardeners, and nature enthusiasts who require a combined identification tool and personal field journal. - **Platforms:** iOS - **Version Audited:** 1.1.4 - **Audit Date:** 2026-05-12 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6746331843 - **Bundle ID:** com.fieldbook.app - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-05-12 ## Executive Snapshot **What it is:** Fieldbook is a nature identification and journaling app for hikers and foragers that uses AI to log plants, animals, and rocks on iOS. **Why users hire it:** Users hire Fieldbook to consolidate multiple nature-discovery tools into one journal, reducing the friction of tracking seasonal findings across different platforms. ## App DNA (Features & Intent) - **[Differentiator] Multi-Category AI Identification:** Image recognition for plants, mushrooms, birds, insects, and rocks via camera input * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Personal Nature Journal:** Logs observations with photos, voice memos, and GPS coordinates for personal history - **[Differentiator] Interactive Discovery Map:** Visualizes GPS-tagged findings on a map interface to track seasonal patterns * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Fieldbook enters the Education category as a free, multi-domain identification tool. The lack of monetization or subscription gates differentiates it from category leaders but limits the capital available for AI model training. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to download and use - **Analysis:** The app is currently listed as free with no explicit subscription or IAP gates. ## SWOT Analysis {#swot} **Core Strengths:** - Unified multi-domain identification reduces user friction - GPS-tagged nature journal creates personal switching costs - Offline-first capability supports remote hiking use cases **Critical Frictions:** - Zero revenue model limits AI training investment - No proprietary data flywheel - Lacks user-generated content or community layers **Growth Levers:** - B2B partnerships with nature educators - Premium subscription tier for advanced foraging data - Wearable integration for hands-free logging **Market Threats:** - PictureThis's massive data advantage - iNaturalist's high-trust scientific network - Rapid feature-parity updates from high-velocity competitors ## Recent Changes (v2 → v3) {#recent-changes} The report identifies a shift toward a more critical outlook on the app's sustainability, highlighting the lack of a subscription-funded data flywheel as a primary competitive risk. **Overall trend**: Mixed **Compared at**: 2026-05-12 ### High-impact changes - **[Shifted] Outlook Trend** (positioning) — Outlook trend shifted from 'stable' to 'mixed' due to increased focus on the sustainability risks of the current free-only model. ### Medium-impact changes - **[Added] SWOT Item Additions** (swot) — Added 'Offline-first capability' as a strength and 'Lacks user-generated content or community layers' as a weakness. - **[Added] Expanded Feature Gaps** (features) — Added 'Expert-verified audio recognition' and 'Scientific-grade biodiversity observation network' to the list of missing capabilities. - **[Shifted] Competitive Landscape Reclassification** (positioning) — Reclassified AllTrails as an adjacent competitor and moved Flora Incognita to the new kids category. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Fieldbook - Plant Identifier vs PictureThis - Plant Identifier — Head to Head - **[PictureThis - Plant Identifier](https://marlvel.ai/intel-report/education/picturethis-plant-identifier)** by Glority Global Group Ltd.: Dominates the plant identification niche with over 1 million ratings and a massive, established user base. - **Key differences:** - Maintains a massive, proprietary botanical database that provides higher accuracy for rare species identification. - Offers professional-grade plant health diagnostics and care reminders that go beyond simple identification. - Aggressive monetization strategy leverages a subscription-first model to fund continuous AI model training. - **Where Fieldbook - Plant Identifier wins:** - ✅ Provides a unified, multi-domain identification experience that reduces the need for multiple specialized apps. - ✅ Integrates nature journaling features that encourage long-term user retention through personal discovery tracking. - **Where PictureThis - Plant Identifier wins:** - ❌ Offers a highly refined, specialized UX focused exclusively on plant health and rapid identification. - ❌ Leverages a massive community-contributed data flywheel to improve AI recognition speed and accuracy. - **Verdict:** The target app must pivot toward its 'all-in-one' nature journal value proposition to avoid a direct feature-for-feature war with this specialized giant. ### Contenders (Strong Challengers) - **[Seek by iNaturalist](https://marlvel.ai/intel-report/education/seek-by-inaturalist)** by iNaturalist: Leverages the massive, scientifically-backed iNaturalist network to provide high-trust identification for nature enthusiasts. - Provides non-profit, ad-free identification powered by the world's largest biodiversity observation database. - Gamifies the nature discovery experience with badges and challenges to drive consistent user engagement. - **[Plant App: Plant Identifier](https://marlvel.ai/intel-report/education/com-scaleup-plantid)** by SCALEUP YAZILIM HIZMETLERI: Maintains an extremely high release cadence, indicating a focus on rapid feature iteration and growth. - Ships frequent updates to maintain high visibility and relevance in competitive app store search results. - Focuses on a high-velocity feature release cycle to quickly address user feedback and feature gaps. ### Peers (What They Do Better) - **[Rock Identifier: Stone ID](https://marlvel.ai/intel-report/education/com-picturerock-rock)** by Next Vision Limited: A specialized peer focusing on geological identification, representing the same 'AI-camera' utility as the target. - Targets a specific, non-biological niche that requires distinct AI training sets for mineral identification. - Utilizes a similar 'snap-and-identify' UX pattern to lower the barrier for casual geological exploration. - **[AllTrails: Hike, Bike & Run](https://marlvel.ai/intel-report/health-fitness/com-alltrails-alltrails)** by AllTrails, Inc.: Adjacent competitor that captures the same outdoor-active audience through trail navigation and discovery. - Dominates the outdoor activity market by combining trail maps with a massive social community layer. - Provides essential utility for hikers that creates a strong daily-use habit during outdoor excursions. - **[Merlin Bird ID by Cornell Lab](https://marlvel.ai/intel-report/reference/edu-cornell-birds-merlin)** by Cornell University: The gold standard for bird identification, serving as a specialized peer in the nature identification space. - Integrates expert-verified audio recognition technology that is significantly more advanced than general-purpose AI models. - Backed by the Cornell Lab of Ornithology, providing unparalleled scientific authority and data accuracy. ### New Kids on the Block (What's Innovative) - **[Flora Incognita](https://marlvel.ai/intel-report/education/flora-incognita)** by Patrick Maeder: Emerging as a high-quality, scientifically-focused alternative with a strong recent update cadence. - Prioritizes scientific accuracy and academic collaboration over commercialized, ad-heavy identification experiences. - Implements a streamlined, research-oriented interface that appeals to serious botanists and nature educators. ## What's New - **Latest (v1.1.4, 1 months ago):** Added swipe-to-favorite functionality for discoveries on the Fieldbook screen. ## App Momentum (Maintenance) {#momentum} - Released initial version August 2025. - Updated core identification logic April 2026. > **Cadence:** 1 total versions · 1 majors in last 6 months · 31 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Fieldbook - Plant Identifier is an established education app that is completely free. > **Bottom Line:** Fieldbook provides a unified nature-journaling experience, but the lack of a monetization model prevents the AI training investment needed to compete with PictureThis, so the PM should prioritize a subscription tier to fund model accuracy. **Best for:** Hikers, foragers, gardeners, and nature enthusiasts who require a combined identification tool and personal field journal. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Implement subscription tier for advanced foraging data because current free-only model limits AI training budget → increase revenue density — *Competitors like PictureThis use subscription models to fund AI model training, creating a performance gap.* _(trade-off: deprioritize Pause the development of new UI themes — revenue sustainability is the higher priority.)_ ### Feature Gaps vs Competitors - Professional-grade plant health diagnostics (available in PictureThis) - Expert-verified audio recognition (available in Merlin Bird ID) - Scientific-grade biodiversity observation network (available in Seek by iNaturalist) ### Outlook: Mixed The nature-identification market is consolidating around apps with proprietary data flywheels and subscription-funded AI training. Fieldbook remains exposed due to its free-only model, which limits the ability to scale model accuracy and defend against specialized rivals. - 🔴 The absence of a subscription model limits the capital available for AI training, which will lead to accuracy degradation against data-rich competitors. - 🟢 The personal nature journal feature creates high switching costs for users, which provides a retention buffer against pure-play identification apps. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Fieldbook - Plant Identifier** (this app) | N/A/5 | N/A | ATES YANKI OKSUZ | | [Plant App: Plant Identifier](https://marlvel.ai/intel-report/education/com-scaleup-plantid) | 4.7/5 | Frustrated | SCALEUP YAZILIM HIZMETLERI | | [Rock Identifier: Stone ID](https://marlvel.ai/intel-report/education/com-picturerock-rock) | 4.7/5 | N/A | Next Vision Limited | | [Merlin Bird ID by Cornell Lab](https://marlvel.ai/intel-report/reference/edu-cornell-birds-merlin) | 4.9/5 | Excited | Cornell University | | [PictureThis - Plant Identifier](https://marlvel.ai/intel-report/education/picturethis-plant-identifier) | 4.8/5 | Mixed | Glority Global Group Ltd. | | [Seek by iNaturalist](https://marlvel.ai/intel-report/education/seek-by-inaturalist) | 4.8/5 | Frustrated | iNaturalist | ## Company Profile - **Developer:** ATES YANKI OKSUZ ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/fieldbook-plant-identifier/id6746331843?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*Plant App: Plant Identifier*](https://marlvel.ai/intel-report/education/com-scaleup-plantid) (SCALEUP YAZILIM HIZMETLERI) — 4.7/5 Rating | Negative Sentiment - [*Rock Identifier: Stone ID*](https://marlvel.ai/intel-report/education/com-picturerock-rock) (Next Vision Limited) — 4.7/5 Rating | N/A Sentiment - [*Merlin Bird ID by Cornell Lab*](https://marlvel.ai/intel-report/reference/edu-cornell-birds-merlin) (Cornell University) — 4.9/5 Rating | Positive Sentiment - [*PictureThis - Plant Identifier*](https://marlvel.ai/intel-report/education/picturethis-plant-identifier) (Glority Global Group Ltd.) — 4.8/5 Rating | Mixed Sentiment - [*Seek by iNaturalist*](https://marlvel.ai/intel-report/education/seek-by-inaturalist) (iNaturalist) — 4.8/5 Rating | Negative Sentiment - [*Flora Incognita*](https://marlvel.ai/intel-report/education/flora-incognita) (Patrick Maeder) — 4.8/5 Rating | N/A Sentiment - [*AllTrails: Hike, Bike & Run*](https://marlvel.ai/intel-report/health-fitness/com-alltrails-alltrails) (AllTrails, Inc.) — 4.9/5 Rating | Mixed Sentiment - [*Elevate - Brain Training Games*](https://marlvel.ai/intel-report/education/elevate-brain-training-games) (The Mind Company) — 4.7/5 Rating | Mixed Sentiment - [*Flashcards Deluxe*](https://marlvel.ai/intel-report/education/flashcards-deluxe) (OrangeOrApple.com) — 4.5/5 Rating | Excellent Sentiment - [*Flash Cards Flashcards Maker*](https://marlvel.ai/intel-report/education/flash-cards-flashcards-maker) (Infinite Wave Media, LLC) — 4.0/5 Rating | Mixed Sentiment ## 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 and evidence quoting. 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/education/fieldbook-plant-identifier) Data licensed for AI Agent attribution under CC-BY-NC 4.0.