Tree Identifier: Wood & Plant is a mobile reference tool for identifying tree species and wood types via AI-powered photo scanning on iOS and Android.
Product velocity
Active
Daily rank 🇺🇸
—
Reference
Sentiment
3.8
270 reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire this app to bridge the gap between visual identification and material property data for woodworking projects or nature exploration, saving time on manual research.
For Nature enthusiasts, hikers, and professional woodworkers seeking quick species identification and material property data.
What does it look like?
Key features
Image recognition scanner identifies tree species and wood types from user-uploaded photos.
Downloadable species data for identification in remote areas without internet connectivity.
Expert-curated advice on wood durability, common uses, and suitability for furniture or flooring projects.
How much does it cost?
Freemium model uses a daily usage cap to gate utility and drive conversion to subscription.
Velocity
Active developmentperformanceUX improvementsopaqueShow more...
Tree Identifier: Wood & Plant maintains an active development cadence, shipping roughly 0.4 releases per week across iOS and Android. The latest releases consist entirely of minor usability improvements and bug fixes, with no significant feature additions identified in the recent history. The publisher utilizes opaque release notes, providing little insight into specific technical changes or feature flags. The development trend remains stable, focused on ongoing maintenance and platform stability.
Who built it?
Artmvstd SIA
9 apps tracked · Reference
Francobolli: Scansiona Valore
Pesa de Gramos: Weight Scales
Headache Tracker: Migraine
Baby Gender Scanner AI +
Sports Card Scanner: Stakks
Jewelry Identifier: Appraisal.
Water Eject: Clear Speaker
Psalmo: Daily Bible Verse LockUser Sentiment
What do users think recently?
Recent user voice shows an upset sentiment. Users appreciate the identification tool provides accurate results for school projects when users have clear photo samples and daily scan limits allow users to test the identification accuracy before committing to a subscription.
How are ratings & reviews evolving?
What users say, by theme
- The identification tool provides accurate results for school projects when users have clear photo samples
- Daily scan limits allow users to test the identification accuracy before committing to a subscription
- Users report the app forces credit card entry before the trial period begins, causing significant friction
24 of 24 recent reviews analyzed · moderate confidence · Upset overall
Read the full review analysisUnlock 2 more frustration themes, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Tree Identifier: Wood & Plant
How's the Reference market?
The app occupies the niche reference category, maintaining a 4.49 rating on iOS against 92 reviews. The 0.98-star gap between iOS and Android platforms suggests performance disparity that threatens cross-platform retention.
The rivals identified
The Analyst's Read
Key takeaways for Tree Identifier: Wood & Plant
Where is it heading?
The reference app market is consolidating around high-accuracy AI tools, leaving Tree Identifier exposed to churn if engine reliability does not improve. The current strategy of gating access behind high-friction trials will likely compress the user base before the product reaches the necessary accuracy for professional retention.
- Mandatory credit card entry for trials creates a high-friction funnel which suppresses new user conversion and drives negative sentiment.
- Inconsistent identification engine performance leads to user churn, as the core utility fails to meet expectations for professional woodworking projects.
The SWOT
- Offline database functionality enables utility in remote hiking locations
- Expansion into professional woodworking project management tools could increase subscription value
Next best moves
Pivot trial onboarding to a soft-gate model because mandatory credit card entry is the #1 complaint → increase trial-to-paid conversion.
+ 1 more prioritized moveThe counter-intuitive read
The app's aggressive trial-gate is a feature, not a bug…
Read the full takeSince the last report: The analysis shifted from a strictly negative outlook to a mixed perspective, acknowledging potential for professional-market penetration while maintaining concerns over current funnel friction.
Bottom line
Users report: Tree Identifier: Wood & Plant captures a specific niche with its woodworking data, but the aggressive trial-gate and inconsistent AI performance erode user trust, so the PM must prioritize engine reliability and funnel transparency to stabilize the subscription base.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeFAQ
Is Tree Identifier: Wood & Plant good for professional woodworkers?
Does the app work without an internet connection?
Is there a free version of the app?
Are there any hidden costs or subscription issues?
Sources
Report last updated