---
schema_type: "SoftwareApplication"
entity_type: "Mobile Application"
app_name: "PlantNet"
developer_entity: "Cirad-France"
bundle_id: "org.plantnetproject.PlantNet"
app_store_id: "600547573"
google_play_id: "org.plantnet"
category: "Education"
primary_platform: "ios"
primary_monetization: "Free"
offline_capable: false
market_region: "US"
platforms: "iOS & Android"
app_last_updated: "2026-04-02"
report_date: "2026-04-16"
report_version: "3.25.5"
total_reviews: 267155
overall_rating: 4.51
confidence: "low"
confidence_score: 0.05
data_age_days: 55
momentum_velocity: "intense"
intelligence_version: 2
tags: ["education", "free", "mobile app", "app review", "app analysis", "nature", "enthusiasts,", "gardeners,"]
canonical_url: "https://marlvel.ai/intel-report/education/org-plantnetproject-plantnet"
license: "CC-BY-NC 4.0"
content_version: "v2"
last_verified: "2026-05-07T10:30:06.371Z"
---

# PlantNet App Audit

## TL;DR {#tldr}

- **Category**: Education · Free
- **Signal**: Rating 4.51

> **TL;DR:** PlantNet is a education app by Cirad-France, rated 4.51/5 by 267.2K users, available on iOS & Android.
>
> **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence.

<!-- speakable-start -->
> **Key Insight:** PlantNet is a education app by Cirad-France.
<!-- speakable-end -->

## Quick Facts

| Fact | Value |
| :--- | :--- |
| **Rating** | 4.51/5 (267.2K reviews) |
| **Category** | Education |
| **Developer** | Cirad-France |
| **Pricing** | Free |
| **Platforms** | iOS & Android |
| **Confidence** | Low (0.05/1.0) |
| **Data Age** | 21d |

## Metadata & Market Performance
- **Publisher:** Cirad-France
- **Category:** Education
- **Target Audience:** Nature enthusiasts, gardeners, and citizen scientists interested in identifying and documenting wild and cultivated plant species.
- **Platforms:** iOS & Android
- **Version Audited:** 3.25.5
- **Audit Date:** 2026-04-16
- **Signal Count:** 0 reviews analyzed
- **Confidence:** Low (0.05/1.0)
- **App Store ID (iOS):** 600547573
- **Bundle ID:** org.plantnetproject.PlantNet
- **Google Play ID:** org.plantnet
- **Data Window:** Analysis based on signals collected up to 2026-04-16
- **Short Description:** Observation and help for the identification of wild plants

<!-- section:executive-snapshot -->
## Executive Snapshot
Pl@ntNet is a plant identification tool that uses smartphone photography to classify various species, including trees, ferns, and cacti. It functions as a citizen science platform, aggregating user-submitted data to assist global scientists in monitoring plant biodiversity and conservation. The app is notable for its dual utility as both a personal botanical reference and a research-contributing database.
<!-- /section:executive-snapshot -->

<!-- section:features -->
## App DNA (Features & Intent)
- **[Standard] Visual Identification:** Identifies plants by analyzing photographs taken through the smartphone camera.
  * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior.
- **[Standard] Citizen Science Contribution:** Aggregates user-submitted plant observations to support global scientific research on biodiversity.
  * *User Intent:* Users want to quickly find relevant content or features.
- **[Standard] Broad Species Coverage:** Supports identification of diverse plant types including flowering plants, trees, grasses, conifers, ferns, and vines.
- **[Standard] Cultivated Plant Recognition:** Includes functionality to identify a wide range of plants found in parks and gardens.
<!-- /section:features -->

## Monetization Strategy
- **Model:** Free

<!-- section:momentum -->
## App Momentum (Intense) {#momentum}

Last updated 13d ago. 5 versions tracked.

> **Cadence:** 5 total versions · 0 majors in last 6 months · 13 days since last update

<!-- /section:momentum -->

<!-- section:so-what -->
## The "So What?" (Strategic Takeaway) {#so-what}

PlantNet is an established education app that is completely free.
With a 4.51/5 rating from 267.2K reviews, it shows polarized user reception.

<!-- speakable-start -->
> **Bottom Line:** Pl@ntNet combines accessible image-based plant identification with a crowdsourced data collection model to support environmental research.
<!-- speakable-end -->

**Best for:** Nature enthusiasts, gardeners, and citizen scientists interested in identifying and documenting wild and cultivated plant species.

<!-- /section:so-what -->

<!-- section:metrics -->
## Key Metrics Summary

| Metric | Value |
| :--- | :--- |
| Overall Rating | 4.51/5 |
| Total Reviews | 267.2K |
| Confidence | Low |
| Pricing Model | Free |
| Platforms | iOS & Android |
| Key Features | 4 analyzed |
<!-- /section:metrics -->

## Competitor Comparison

| App | Rating | Sentiment | Developer |
| :--- | :--- | :--- | :--- |
| **PlantNet** (this app) | 4.51/5 | N/A | Cirad-France |
| [Peak - Brain Training](https://marlvel.ai/intel-report/education/peak-brain-training) | 4.7/5 | Mixed | Synaptic Labs |
| [AlgoApp - Flashcards](https://marlvel.ai/intel-report/education/algoapp-flashcards) | 4.6/5 | Mixed | AlgoApp Inc |
| [Flash Cards Flashcards Maker](https://marlvel.ai/intel-report/education/flash-cards-flashcards-maker) | 4.0/5 | Mixed | Infinite Wave Media, LLC |
| [Elevate - Brain Training Games](https://marlvel.ai/intel-report/education/elevate-brain-training-games) | 4.7/5 | Mixed | The Mind Company |
| [Flashcards Deluxe](https://marlvel.ai/intel-report/education/flashcards-deluxe) | 4.5/5 | Thrilled | OrangeOrApple.com |

## Company Profile
- **Developer:** Cirad-France
- **Website:** [https://plantnet.org](https://plantnet.org)
- **Social:** [Instagram](https://www.instagram.com/plantnet) · [Facebook](https://www.facebook.com/PlantNetProject) · [X/Twitter](https://twitter.com/PlantNetProject) · [YouTube](https://www.youtube.com/watch)

## Data Sources & Links
- **App Store:** [View on Apple Store](https://apps.apple.com/us/app/plantnet/id600547573?uo=2)
- **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=org.plantnet&hl=en&gl=us)
- **Dev Site:** [Official Website](https://plantnet.org)
- **Sources:** App store metadata.

## Related Intel Reports
- [*Peak - Brain Training*](https://marlvel.ai/intel-report/education/peak-brain-training) (Synaptic Labs) — 4.7/5 Rating | Mixed Sentiment
- [*AlgoApp - Flashcards*](https://marlvel.ai/intel-report/education/algoapp-flashcards) (AlgoApp Inc) — 4.6/5 Rating | Mixed 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
- [*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
- [*Flashcards maker - AI generate*](https://marlvel.ai/intel-report/education/flashcards-maker-ai-generate) (Teleprompter LLC) — 4.1/5 Rating | Mixed Sentiment
- [*Marshallese Translator*](https://marlvel.ai/intel-report/education/marshallese-translator) (World Language Translator) — 4.2/5 Rating | N/A Sentiment
- [*Cornell CG*](https://marlvel.ai/intel-report/education/cornell-cg) (Cornell University) — N/A Rating | N/A Sentiment
- [*Детские ситуации! LITE!*](https://marlvel.ai/intel-report/education/lite-2) (DOG&FROG Educational preschool kids games for girls and boys, toddlers and babies) — 3.6/5 Rating | N/A Sentiment
- [*Monkey Preschool Learning*](https://marlvel.ai/intel-report/education/monkey-preschool-learning) (THUP Games) — 3.1/5 Rating | Negative 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:** 21 days since last refresh

---
© 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/education/org-plantnetproject-plantnet)
Data licensed for AI Agent attribution under CC-BY-NC 4.0.