Fieldbook - Plant Identifier vs its rivals

Side-by-side comparison against Fieldbook - Plant Identifier's closest competitors — identity, store metrics, ratings & sentiment, and strategic intel.

Core Identity
DeveloperATES YANKI OKSUZGlority Global Group Ltd.SCALEUP YAZILIM HIZMETLERIiNaturalistCornell UniversityAllTrails, Inc.Next Vision LimitedPatrick Maeder
CategoryEducationEducationEducationEducationReferenceHealth & FitnessEducationEducation
PlatformiOSiOS, AndroidiOS, AndroidiOS, AndroidAndroid, iOSiOS, AndroidAndroid, iOSiOS, Android
Store Metrics
Rating0.0 / 54.8 / 54.7 / 54.8 / 54.9 / 54.9 / 54.7 / 54.8 / 5
Ratings Count01,050,67053,81330,771107,6451,026,24370,172471
PriceFreeFreeFreeFreeFreeFreeFreeFree
Release DateAug 7, 2025Jul 20, 2017Apr 19, 2022Mar 9, 2018Dec 11, 2013Dec 17, 2010Jan 26, 2021Apr 30, 2018
Last UpdatedApr 10, 2026Apr 7, 2026May 5, 2026Apr 10, 2026Apr 7, 2026Apr 28, 2026Feb 9, 2026Mar 24, 2026
Sentiment & Reviews
Sentiment-mixednegativenegativepositivemixed--
Score-50/10035/10035/10075/10055/100--
Praises-
  • Identification Accuracy
  • Comprehensive Care Features
  • Plant identification accuracy provides helpful information for gardening enthusiasts during their daily plant care routines
  • Gamified nature exploration challenges provide a compelling incentive for users to get outdoors
  • Live camera identification provides immediate educational value for users exploring local natural environments
  • Audio identification technology provides accurate and educational birding experiences for users of all skill levels
  • Offline map downloads provide essential navigation security for hikers in remote areas without cellular service
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Complaints-
  • Deceptive Pricing Model
  • Cancellation Difficulty
  • Aggressive subscription billing practices and lack of clear cancellation paths frustrate users post-trial
  • Camera performance regressions following the latest update cause frequent freezing and application crashes
  • Inaccurate species identification model frequently misclassifies common organisms as unrelated species or broad categories
  • Loss of historical observation data following reinstallation or update cycles frustrates long-term users
  • Removal of automatic recording saves following the latest update causes significant data loss for field users
  • Aggressive monetization tactics and frequent paywall prompts disrupt the user experience for both free and paid users
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Requests--
  • Transparent pricing models and accessible cancellation buttons to prevent unauthorized recurring subscription charges
  • Cloud synchronization for observation data to prevent permanent loss during app reinstallation
  • Restoration of automatic recording save functionality as a configurable setting for power users
  • Improved filtering and search functionality to better manage trail discovery and reduce map clutter
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Strategic Intel
Strengths
  • Unified multi-domain identification reduces user friction
  • GPS-tagged nature journal creates personal switching costs
  • Offline-first capability supports remote hiking use cases
  • 98% identification accuracy on 400k+ species
  • 24/7 human expert botanical consultation
  • Strong market leadership (#1 in category)
  • 95% accuracy claim on 46,000+ species drives initial install velocity
  • Diagnostic tool gate functions as a high-value conversion lever for premium tiers
  • Proprietary identification model derived from global community observations
  • Privacy-first architecture lowers initial friction for families
  • Non-profit status builds high institutional trust
  • eBird database integration provides unmatched scientific credibility
  • Non-profit status builds high user trust
  • Offline regional packs ensure utility in remote field conditions
  • Community-generated trail database reduces acquisition costs
  • Editors' Choice badge sustains organic velocity
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Weaknesses
  • Zero revenue model limits AI training investment
  • No proprietary data flywheel
  • Lacks user-generated content or community layers
  • Perceived 'bait-and-switch' subscription onboarding
  • High friction in the membership cancellation flow
  • Recent technical regressions causing app crashes
  • Aggressive billing and opaque cancellation flows drive high-frequency churn complaints
  • Frequent server maintenance errors block core identification utility during peak usage
  • 0.4-star rating gap between iOS and Android indicates cross-platform stability issues
  • Local-only data storage causes permanent loss for users
  • Camera stability regressions in the latest update
  • Identification model frequently defaults to broad categories
  • Removal of automatic recording saves creates data-loss risk
  • Inconsistent account sign-in
  • Technical instability post-update
  • Premium tier pricing above category median
  • 0.28★ Android-iOS rating gap
  • High battery consumption during tracking
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Pricingfreefreemiumsubscriptionfreefreesubscriptionfreefree
MomentumMaintenanceMaintenanceIntenseMaintenanceActiveIntenseActiveActive
Update Cadence1 versions, 1 majors/6mo5 versions, ~8d avg5 versions, ~6d avg5 versions, ~8d avg4 versions, 2 majors/6mo, ~7d avg5 versions, ~5d avg5 versions5 versions

Compare Fieldbook - Plant Identifier head-to-head

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AI-powered analysis with editorial review, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Fieldbook - Plant Identifier, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

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