Fastlane Test icon
iNaturalist icon
iNaturalist Classic icon
+2

iNaturalist

For nature enthusiasts, researchers, and families; ranging from casual observers to professional ecologists contributing to global scientific databases.

5apps3.1(64.3K)EducationLibraries & Demo

Snapshot

Who is iNaturalist?

Empowering a global community of citizen scientists to observe and document biodiversity through AI-assisted identification tools.

Target audience

Nature enthusiastsResearchersFamilies; ranging from casual observers to professional ecologists contributing to global scientific databases

Top rival

ATES YANKI OKSUZ

Other rivals

Portfolio

Free 5
5
apps
Education4
Libraries & Demo1

Last updated

Seek by iNaturalist

v2.18.0

6mo ago

Active

Publisher DNA

What defines iNaturalist?

Publisher DNA

Primary focus

Citizen science and biodiversity documentation

Scale

indie

Target audience

Nature enthusiasts, researchers, and families; ranging from casual observers to professional ecologists contributing to global scientific databases.

Signature Patterns

  • •Heavy reliance on AI-powered computer vision for real-time species identification
  • •Strict 100% free-to-use pricing model supported by community donations and grants
  • •Dual-track product strategy: gamified exploration for families vs. data-heavy tools for researchers
  • •Integration of crowdsourced expert verification as a core data quality mechanism
Active

Portfolio momentum

Maintains an active development cycle with 8 updates across the portfolio in the last 6 months, including a major release within the last 13 days.

Last release 13d agoActive apps 3Abandoned 1

Portfolio

What does iNaturalist ship?

Apps

5 apps analysed

Fastlane Test icon
Fastlane Test

This is the short description of fastlane-test

0.0
iNaturalist icon
iNaturalist

Observe and identify plants and animals with your friends

3.8(11.5K)

Multi-taxa identification engine provides unique cross-species utility

  • Visual identification tool provides accurate species recognition for nature enthusiasts and researchers
  • Frequent application crashes and freezing during observation uploads break the core user experience
iNaturalist Classic icon
iNaturalist Classic

Observe and identify plants and animals with your friends

3.8(11.5K)

Community network effects create high user switching costs

  • Citizen science participation provides meaningful connection to nature and scientific research
  • Frequent application crashes and loading failures disrupt the observation workflow
Seek by iNaturalist icon
Seek by iNaturalist

Identify plants and animals

3.3(10.5K)

Analysis in progress

Seek by iNaturalist icon
Seek by iNaturalist

Identify plants and animals

4.8(30.8K)

Privacy-first architecture lowers initial friction for families

  • Gamified nature exploration challenges provide a compelling incentive for users to get outdoors
  • Camera performance regressions following the latest update cause frequent freezing and application crashes

Distributed across 11 markets, strongest in Europe.

Based on 2 of 5 apps with localized market data, more coverage rolling in as scans complete · last scanned .

Americas (3)

  • United States2 / 2
  • Brazil1 / 2
  • Mexico1 / 2

Europe (7)

  • France1 / 2
  • Germany1 / 2
  • Italy1 / 2
  • Netherlands1 / 2
  • Portugal1 / 2
›+2 more europe markets
  • Spain1 / 2
  • Sweden1 / 2

Asia-Pacific (1)

  • Japan1 / 2

Core markets (2/2 apps)

United States

User Sentiment

How do users feel about their apps?

Unlock the app dragging this portfolio down.

Access the full report for free

Rivals

Who does iNaturalist compete with?

The rivals identified

Nemeses(2)

LeafMind Tech

known forMushroom identifier

2 apps3.6Education

Both applications target nature enthusiasts through AI-powered image recognition for species identification, creating direct competition for users seeking quick identification in the field.

Next Vision

known forPicture Nature: Animal ID

3 apps4.7Education

Focuses on wildlife identification and conservation research, mirroring Seek's mission to document biodiversity.

Contenders(10)

ATES YANKI OKSUZ

known forFieldbook - Plant Identifier

1 app0.0Education

Both apps target nature enthusiasts with free identification tools, but Fieldbook competes by bundling identification with a personal journal that creates switching costs through GPS-tagged history.

DOSA Apps

known forHiPlant - Ai Plant Identifier

1 app4.5Education

Both apps target nature enthusiasts with free image-recognition tools for identifying flora, creating direct competition for casual users seeking quick botanical information.

GROWITHJESSIE

known forGrow It! - Plant Scanner & Lab

1 app0.0Education

Turns identification into an active experimentation process, serving the same curious audience but with a more hands-on, project-based approach.

Dustin Kessler

known forWildscope - Identify & Explore

1 appEducation

Both apps target nature enthusiasts using camera-based AI identification to catalog local biodiversity. They compete directly for the same user base seeking to identify plants, animals, and fungi in outdoor environments.

FAMO Connect

known forBug Identifier: BugAlert

2 apps4.4Education

Both apps target outdoor enthusiasts and families for insect and wildlife identification, creating direct competition for users seeking immediate information about their natural surroundings.

Ha Vu Thi

known forAnimal Scat Identifier Poop ID

1 app4.2Education

Both apps target outdoor enthusiasts and hikers for wildlife identification, creating a direct overlap in the nature-exploration utility space.

Picture & Photo Identifier Company

known forBug Identifier: AI Insect id

1 app4.3Education

Both apps compete for nature enthusiasts by providing image-based identification for local wildlife, directly overlapping in the insect and spider identification category.

Relax Software

known forNature Guide: ID and Explore

1 app5.0Education

Both applications target hikers and nature enthusiasts with AI-powered species identification, creating direct competition for the same user base within the Education category.

Ryo Inoue

known forPiko - Nature AI Guide

1 app0.0Education

Piko targets the same nature-identification audience as Seek by iNaturalist, offering a free, ad-free utility that directly overlaps with Seek's core wildlife identification value proposition.

Theorics

known forTracks: Wildlife Scanner

1 app0.0Education

Both apps target nature enthusiasts and hikers by utilizing the iNaturalist database for biodiversity discovery, creating direct competition for users seeking regional wildlife information.

Same space(28)

Glority Global Group

known forPictureThis - Plant Identifier

3 apps4.8Education

Captures high-intent gardeners through a subscription-gated diagnostic service, contrasting with Seek's free, non-profit model.

PlantNet

known forPlantNet Plant Identification

1 app4.5Education

Serves the same citizen science audience as Seek but relies on community-validated data rather than purely automated models.

ScaleUp

known forPlant App - Plant Identifier

1 app4.2Education

Targets the same home-gardening demographic as Seek but utilizes a subscription-gated model to monetize identification and diagnostic features.

BYNET

known forInfinite Plant Identifier AI

1 app0.0Education

Offers a privacy-focused alternative for plant identification, appealing to users concerned about data collection in biodiversity apps.

Cornell University

known forProject FeederWatch

2 apps4.9Education

Focuses on specific bird population monitoring, serving the same citizen science demographic with a more rigid, research-oriented workflow.

Identifier Studio

known forBird Sound Identifier Bird ID

1 app4.4Education

Expands the identification scope to avian audio, providing a specialized utility for the same nature-focused user base.

NASA

known forGLOBE Observer

1 app3.4Education

Functions as a structured environmental data portal for research institutions, overlapping with the scientific contribution mission of iNaturalist.

SPOTTERON

known forNature's Calendar

1 appEducation

Targets the same phenological research niche, allowing users to document seasonal changes in flora and fauna.

TextSoft.Studio

known forPlant Identifier - Plant Care

1 app3.7Education

Offers automated identification and care reminders, serving as a direct utility competitor for indoor plant owners.

Watermark Remover & Slow motion & SlowMo

known forPlant Identifier & Plant Care

1 app4.4Education

Provides a broader nature-scanning utility that includes fungi and insects, appealing to the same generalist citizen scientist audience.

AI Identifier CO.

known forBirdID - Sound Bird Identifier

1 app3.8Education

Focuses on avian identification, offering a specialized companion tool for users who also document biodiversity.

AIBY

known forPlantum - AI Plant Identifier

1 app4.6Education

Automates plant health management for indoor gardeners, competing for the same user base that seeks diagnostic utility.

APPIXI COMPANY

known forPlant Identifier: LeafSnap

1 app4.3Education

Provides a broad identification database for plants and insects, offering a similar discovery utility to Seek's nature-focused platform.

Chirp Birding

known forBirda - Bird Watching App

1 app4.7Education

Prioritizes social engagement and gamified lists, serving as a social-first alternative to Seek's citizen-science focus.

Cirad-France

known forPlantNet

1 app4.5Education

Functions as a dual-purpose citizen science platform, mirroring Seek's mission to aggregate biodiversity data for global research.

Grotem

known forPlant Identification-Plantaria

1 app4.5Education

Focuses on botanical education and identification, competing for the same user base that values quick species recognition.

Ingo Augsten

known forTree Identifier: TreeZ

1 appEducation

Narrows the identification focus to tree species for outdoor enthusiasts and hikers.

Mohamed Aberkane

known forFree Plant Identifier

1 app4.7Education

Targets the same gardening audience as Seek but uses an ad-supported model to provide identification and health assessment tools.

Mosaic S.r.l.

known forBlossom - Plant Care Guide

1 app4.6Education

Manages plant health through identification and maintenance scheduling, targeting the same indoor gardening demographic as Seek.

Must Have Apps

known forPlant Identifier, Care: Planty

1 app4.7Education

Combines identification with care reminders, targeting the same gardening audience but with a more aggressive subscription-based monetization model.

National Audubon Society

known forAudubon Bird Guide

1 app4.2Education

Serves as an authoritative reference for birders, providing a similar educational utility to Seek but focused on North American species.

Plantiary

known forPlant Identifier: Plantiary

1 app4.7Education

Bundles identification with care scheduling to capture casual gardeners, though its monetization strategy creates significant user friction.

PlantIn

known forPlantIn Plant Identifier, Care

1 app4.0Education

Expands beyond identification into active plant maintenance and disease management for home gardeners.

PlantSnap

known forPlantSnap - Plant Scanner

1 app4.6Education

Bridges botanical identification with social community engagement, offering a similar discovery experience to Seek.

Ramkumar Vellaisamy

known forAnimal Scat Identifier °

1 app5.0Education

Targets wildlife enthusiasts by providing specialized identification for animal scat.

Riafy Technologies

known forPlant Identifier & Care Guide

1 appEducation

Offers a digital gardening assistant that pairs identification with seasonal maintenance protocols.

SebastianBona

known forPlant Identifier: Tips & Care

1 app0.0Education

Provides identification tools with added hardware-based sensors for plant health management.

Vortemol

known forPlantIn: Plant Identifier・Care

1 app4.6Education

Focuses on automated plant maintenance and care scheduling, serving as a utility-focused companion for indoor plant owners.

New entrants(2)

Lin Ping

known forAnimal AI Identification

1 app0.0Education

Automates wildlife identification and collection, providing a similar discovery loop to Seek's gamified nature exploration.

MulletIQ B.V.

known fordobudex: Animal Scanner Game

1 app5.0Education

Gamifies wildlife discovery into a collection experience, appealing to the same audience that enjoys Seek's gamified badges.

The Analyst's Read

The bottom line on iNaturalist

Bottom line

iNaturalist holds a dominant, non-commercial niche in the education category by successfully bridging the gap between casual nature exploration and professional scientific research. Their strategic value lies in their institutional trust and community-driven data pipeline rather than traditional monetization.

Frequently asked questions

How many apps does iNaturalist publish?
iNaturalist has 5 apps tracked by Marlvel, primarily in the Education category.
What kind of apps does iNaturalist make?
iNaturalist's portfolio is concentrated in Education and Libraries & Demo, with an average rating of 3.1/5 across rated apps.
What is iNaturalist's top app?
By review volume across the portfolio, Seek by iNaturalist is iNaturalist's best-known app tracked by Marlvel.
In how many countries are iNaturalist's apps available?
Marlvel has tracked iNaturalist's apps across 11 countries.

What fed this analysis

Apps analyzed:
4
With full intel:
3
With overview:
4
Website scraped:
yes
Social presence:
yes

Disclosure: Independent intel to help mobile builders succeed.

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

Cite this report

Marlvel.ai. “iNaturalist intelligence.” Updated 2026-04-23. https://marlvel.ai/publishers/inaturalist

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Data licensed under CC-BY-NC 4.0