LeafSnap is an AI-powered plant, flower, and tree identification app for gardeners and hikers on Android.
Product velocity
Maintenance
Daily rank 🇺🇸
#186
Education · free
Sentiment
4.4
14k reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire LeafSnap to instantly identify wild and domestic plants, serving the need for immediate botanical information during outdoor activities or home care.
For Gardeners, hikers, and houseplant owners seeking identification tools and automated care management.
What does it look like?
Key features
Image recognition engine identifies 400,000+ species from user photos.
Scanner identifies health issues and pest damage with treatment recommendations.
Customizable push notifications for watering and fertilizing tasks.
How much does it cost?
Freemium model uses unlimited identification as an acquisition funnel, gating advanced features behind a subscription.
Velocity
Maintenance developmentperformanceopaqueShow more...
The app currently maintains a maintenance-level cadence, with only one release identified in the recent window. The latest version focuses exclusively on generic performance and stability improvements rather than new features or content. Development appears to be in a steady maintenance phase, with no evidence of live-ops or feature-driven updates. The publisher currently provides opaque release notes that do not detail specific functional changes.
Who built it?
User Sentiment
What do users think recently?
Users report: Review voice lately leans frustrated. Users appreciate instant plant identification provides immediate value for hikers and gardeners exploring new outdoor environments and detailed information including lookalike species helps users safely identify plants for their home gardens, but report intrusive and misleading advertisements trick users into accidental clicks while disrupting the core identification flow.
How are ratings & reviews evolving?
Weekly average review rating
What users say, by theme
- Instant plant identification provides immediate value for hikers and gardeners exploring new outdoor environments
- Detailed information including lookalike species helps users safely identify plants for their home gardens
- Users report: Intrusive and misleading advertisements trick users into accidental clicks while disrupting the core identification flow
50 of 50 recent reviews analyzed · high confidence · Frustrated overall
Read the full review analysisUnlock 2 more frustration themes and 1 user request, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Plant Identifier: LeafSnap
How's the Education market?
LeafSnap currently holds a #100 Free rank in the Education category in Austria and #97 in France. The gap between its broad identification utility and the negative sentiment post-update suggests that current monetization is outpacing the value delivered to the user base.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Plant Identifier: LeafSnap
Where is it heading?
The casual plant-identification market is consolidating around tools that offer reliable accuracy and clean UX. LeafSnap's current trajectory, marked by accuracy regressions and data-loss bugs, leaves it exposed to competitors who prioritize utility over aggressive ad-monetization.
- Identification accuracy regressions post-update frustrate users who rely on the tool, leading to a decline in perceived utility and rating stability.
- Subscription restoration failures cause users to lose historical data, which increases the likelihood of churn and negative public sentiment.
The SWOT
- 400,000-species database functions as a barrier to entry for smaller identification tools.
- AI-powered identification provides immediate value for hikers and gardeners.
- Education partnerships could leverage the existing plant database for outdoor learning.
- Wearable integration would provide a differentiator for hikers currently using the app.
Next best moves
Audit ad-placement logic because users report misleading designs causing accidental clicks → improve retention
+ 1 more prioritized moveThe counter-intuitive read
LeafSnap's high volume of free identifications is a liability, not an asset…
Read the full takeSince the last report: The app's core competitive position remains in a maintenance phase, with no functional updates but increased clarity regarding its international market presence and potential growth vectors.
Bottom line
LeafSnap wins on database scale, but the latest update's identification errors and ad-intrusiveness threaten its chart stability, so the PM must prioritize accuracy and purchase-restore reliability to prevent user churn.
Unlock 2 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] Play Store listing, source
Report last updated