Report updated Jun 24, 2026

Litterati - Cleaning The Earth is an established photo & video app that is completely free. With a 3.0/5 rating from 4 reviews, it shows polarized user reception. Users particularly appreciate gamification of environmental cleanup through leaderboards and mapping features drives consistent user motivation, though frequent application crashes during photo uploads and tab navigation disrupt the core cleanup workflow remains a common concern.

What is Litterati - Cleaning The Earth?

Litterati is an environmental data collection app that uses image recognition and geospatial mapping to document litter for community and municipal research.

Users hire the app to transform individual cleanup efforts into verifiable evidence for waste management policy, turning local action into global data.

Current Momentum

v4.2 · 12mo ago

Zombie
  • Ships miscellaneous bug fixes.
  • Maintains stable global database growth.

Active Nemesis

Fragmented niche

No dominant direct rival identified yet — see Other Rivals below.

Other Rivals

TrashOut
TrashBlitz
Papyris: Match & Track Books
Read Tracker
Aquarium Water Tracker - Reef
Book Tracker for iPad - Read+

7-Day Rank Pulse 🇺🇸

Photo & Video

No ranking data

Rating Pulse 🇺🇸

Recent User Mood

What makes this app unique?

What Does It Look Like?

Loading...

What Are The Key Features?

LitterAI Image RecognitionDifferentiator

Scans photos to suggest object, material, and brand tags for collected litter items.

Geospatial MappingStandard

Records location data for each litter photo to visualize pollution density on coverage maps.

Global Litter DatabaseDifferentiator

Aggregates user-submitted photos into a worldwide repository of litter data.

How much does it cost?

Free
  • Free access to all app features

The app operates on a free model, focusing on data collection for B2B research partnerships rather than direct consumer monetization.

Who Built It?

Photo & Video

Enrichment in progress

Publisher profile available very soon

What other apps does Litterati make?

What do users think recently?

Low confidence · Latest 60 of 88 total reviews analyzed · Based on 88 reviews. Signal may be noisy.

How did the latest release land?

Overall
3.0/ 5
(4)
Current version
3.0/ 5
0.0 vs overall
(4)
Main signal post-update: gamification of environmental cleanup through leaderboards and mapping features drives consistent user motivation.

What is the recent mood?

Mixed

Recent user voice shows a mixed sentiment. Users appreciate gamification of environmental cleanup through leaderboards and mapping features drives consistent user motivation, but report frequent application crashes during photo uploads and tab navigation disrupt the core cleanup workflow.

What Users Love

Gamification of environmental cleanup through leaderboards and mapping features drives consistent user motivation

What Frustrates Users

Frequent application crashes during photo uploads and tab navigation disrupt the core cleanup workflow

What Users Want

Bulk logging functionality for large groups of litter to improve efficiency during cleanup sessions

View the full user-sentiment analysis

Mood gauge, ratings & review-volume history, every praise / complaint / request, and sentiment over time.

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What is the competitive landscape for Litterati - Cleaning The Earth?

Where is it available?

Localized markets (7)

United StatesGermanySpainFranceJapanMexicoNetherlands

How's The Photo & Video Market?

How does it evolve in the Photo & Video market?

Litterati occupies a niche in the Photo & Video category, currently holding a 3-star rating across 88 reviews. The lack of recent feature-heavy updates relative to research-focused competitors signals a shift toward maintenance mode.

Rank progression

1 active ranking tracked — 30-day window

No rank history available for this chart.

Which niche is Litterati - Cleaning The Earth in?

Environmental Activism Trackers

to track and report environmental litter data

TrackerEnvironmental ActivismHobbyistsFreeEstablished

Explore the full Environmental Activism Trackers niche

Every app in this space — 1 tracked, the niche's live rankings, and Marlvel's editorial take on the job-to-be-done.

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The rivals identified

Same space(7)

Read Tracker icon
Read Trackermoat: lowactive

Apps For Pilots

5.0(1)

This app competes for the user's time and attention by providing a structured, data-driven logging experience similar to Litterati's tracking model.

Differentiators

  • Provides seamless iCloud synchronization, ensuring user data remains consistent and accessible across multiple Apple devices.
  • Focuses on a clean, statistics-heavy experience that visualizes user progress through dedicated reading session tracking.
  • Offers a simplified, single-purpose UX that avoids the complexity of environmental mapping and community reporting.
TrashBlitz icon
TrashBlitzmoat: mediumactive

The 5 Gyres Institute

4.3(10)

TrashBlitz shares the core mission of environmental data collection, specifically targeting the logging and tracking of litter to support research.

Differentiators

  • Offers specialized TrainingBlitz modes that guide users through structured, project-specific litter data collection workflows.
  • Provides a more focused, research-oriented interface designed for specific environmental organizations rather than general community cleanup.
  • Supports granular trash logging features that allow for more detailed scientific categorization of environmental waste.
Papyris: Match & Track Books icon

Fiori Software

5.0(5)

While in a different primary category, this app competes for the same 'personal tracking and data logging' user behavior found in Litterati.

Differentiators

  • Implements AI-powered recommendations to personalize the user experience based on individual reading history and preferences.
  • Features a high-frequency release cadence, indicating rapid iteration and responsiveness to user feedback loops.
  • Focuses on social matching and goal setting, which provides a different engagement hook than environmental data.
TrashOut icon
TrashOutmoat: highdormant

TrashOut, n.f.

4.9(849)

TrashOut competes directly by crowdsourcing environmental data, focusing on mapping illegal dumpsites and recycling infrastructure to drive community action.

Differentiators

  • Maintains a massive global database of recycling points and illegal dump sites for community navigation.
  • Utilizes a gamified green points system to incentivize consistent user participation and long-term environmental reporting.
  • Offers a more mature, established platform with significantly higher review volume and community trust signals.

Both apps function as niche data-logging tools that require users to input specific environmental or observational parameters to track progress over time.

Tracker for LEGO® icon

Biographics Consultoria e Design LTDA

4.3(480)

This app competes for the 'collection and cataloging' user intent, where users document physical items to build a broader database.

This is a direct functional competitor as both apps gamify outdoor activity by linking user movement and data collection to social or environmental causes.

New entrants(1)

Book Tracker for iPad - Read+ icon

Brite Technologies

0

This app enters the tracking space with a focus on organization and insights, mirroring the data-capture utility of Litterati.

Differentiators

  • Optimized specifically for iPad screen real estate to provide superior cataloging and visual shelving experiences.

Compare Litterati - Cleaning The Earth against every rival

All rivals in one side-by-side table — identity, store metrics, ratings & sentiment, and strategic intel — plus a head-to-head page for each.

Go deeper

The outtake for Litterati - Cleaning The Earth

Strengths to defend, gaps to attack

Core Strengths

  • Global database functions as a B2B distribution barrier for research entities
  • Gamification mechanics drive consistent session frequency

Critical Frictions

  • High-frequency crashes during the upload loop
  • One-photo-per-item requirement limits high-volume cleanup efficiency

Growth Levers

  • Bulk-logging features for large cleanup groups
  • Expanded B2B partnerships for municipal waste management data

Market Threats

  • Research-focused rivals capturing scientific data segments
  • Technical instability driving user deletion during outdoor sessions

What are the next best moves?

highPivot

Rebuild the photo upload loop because crashes are the #1 reported barrier to core cleanup workflows → increase session completion rates.

High-frequency crashes during photo uploads are the top complaint theme in sentiment analysis.

Trade-off: Pause the development of new social leaderboard features — stability is a prerequisite for retention.

mediumInvest

Ship bulk-logging functionality because the one-photo-per-item model is a productivity barrier → improve retention for high-volume contributors.

Users explicitly request bulk logging to photograph piles of trash rather than individual items.

Trade-off: Deprioritize the local activity feed UI refresh — bulk logging addresses the primary user frustration.

A counter-intuitive read

The app's reliance on manual photo logging is actually a data-quality moat that prevents noisy, low-value submissions, meaning bulk-logging must be implemented carefully to avoid diluting the B2B research value.

Feature Gaps vs Competitors

  • Structured project-specific workflows (available in TrashBlitz but missing here)
  • Granular scientific trash categorization (available in TrashBlitz but missing here)

Key Takeaways

Litterati holds a unique position in environmental data collection, but technical instability in the upload loop threatens its primary utility, so the PM must prioritize core workflow stability to prevent churn.

Where Is It Heading?

Mixed Signals

The environmental data market is consolidating around research-grade accuracy, leaving general-purpose cleanup apps like Litterati exposed to specialized rivals. Unless the app addresses its technical instability and improves logging efficiency, it risks losing its B2B research partnerships to more structured, research-oriented competitors.

Frequent crashes during the upload loop disrupt the core cleanup workflow, which directly correlates to the low 3-star rating.

The global litter database continues to serve as a unique B2B asset for municipal research, maintaining the app's long-term relevance.

Disclosure: Independent intel to help mobile builders succeed.

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

What's new

The app's competitive position is declining due to critical technical failures in the core upload workflow and increased pressure from specialized research-oriented competitors.

added

Emergence of Critical Technical Complaints

added

Competitive Landscape Expansion

added

New Operational Weaknesses

shifted

Audience Refinement

Cite this report

Marlvel.ai. “Litterati - Cleaning The Earth Intelligence Report.” Updated Jun 24, 2026. https://marlvel.ai/apps/litterati-cleaning-the-earth

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