AgroScout

AgroScout

By AgroScout

AgroScout is a mobile business tool for farmers and agronomists to perform field scouting and disease detection via RGB imagery.

The App DNA

What makes this app unique?

Users hire AgroScout to identify specific field infections at the leaf level, providing a diagnostic precision that broad-acre satellite tools cannot match.

For Farmers, agronomists, and supply chain managers requiring field-level crop health monitoring and standardized reporting.

What does it look like?

Key features

AI Pest and Disease Detectionedge

Analyzes drone and satellite imagery to identify bio-risks at the leaf level

Field Navigationedge

Provides GPS-based routing to specific infected locations identified in the app

Crop Canopy Evaluationstandard

Calculates canopy coverage percentages throughout the growth cycle using imagery

Manual Reportingstandard

Allows users to log field findings manually and share reports with stakeholders

Stand Countstandard

AI-powered plant counting for accurate stand evaluation

How much does it cost?

freemiumFree mobile app for scoutingSaaS enterprise solutions for supply chain intelligence

The model relies on a free mobile tool to drive data capture, with revenue generated through enterprise SaaS contracts for supply chain intelligence.

Velocity

Dormant developmentopaqueShow more...

The app has been inactive for nearly two years, with no updates recorded since July 2024. Given the lack of any release activity in the last 6 months, the development status is classified as zombie. There is no evidence of ongoing maintenance, feature development, or live operations.

See all version history

Who built it?

AgroScout

1 app tracked · Business

Explore the full publisher profile

User Sentiment

What do users think recently?

How are ratings & reviews evolving?

App Store
5.00 · 1

Not enough recent reviews to extract reliable themes yet.

Read the full review analysis

Competition

Competitive landscape for AgroScout

How's the Business market?

AgroScout competes in the precision agriculture space, currently holding a 5.0 rating on iOS. The minimal review count relative to incumbents like OneSoil signals a need for aggressive user acquisition to build a competitive data set.

Read the market outlook

The rivals identified

OneSoil Scouting: Farming Tool

By OneSoil AG

OneSoil is the primary nemesis because it dominates the mobile scouting market with a massive user base and high-frequency satellite monitoring that directly competes with AgroScout's field-level detection.

  • Offers massive scale with over 11,000 reviews, creating a significant data-driven network effect for farmers.
  • Provides automated variable-rate prescription maps that help farmers optimize inputs beyond simple disease detection.
  • Delivers field-level weather forecasting, keeping users inside their ecosystem for daily operational decision-making.
AgroScout vs OneSoil Scouting: Farming Tool

Unlock the head-to-head verdict: where this rival wins, and where it loses.

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The Analyst's Read

Key takeaways for AgroScout

Where is it heading?

The precision agriculture market is consolidating around automated, satellite-integrated platforms that provide daily operational dashboards. AgroScout remains exposed as long as it relies on manual scouting, so the PM must transition to automated imagery ingestion to remain relevant against enterprise-backed rivals.

  • The app maintains a 5.0 rating, but the lack of review volume suggests stagnant growth in the consumer-facing scouting segment.
  • Competitors like OneSoil are scaling via automated satellite monitoring, which increases the churn risk for AgroScout's manual-entry user base.

The SWOT

Core Strengths
  • Leaf-level RGB diagnostic accuracy outperforms satellite-only competitors
  • GPS-based navigation reduces time-to-intervention for field workers
Critical Frictions 2 weaknesses inside
Growth Levers
  • Integration with existing farm machinery hardware could create a data-moat
  • Expanding into regional crop-specific research partnerships could drive B2B adoption
Market Threats 2 threats identified

Next best moves

1 Pivot

Automate data ingestion from drone feeds because manual reporting is the top friction point → increase daily active usage

The counter-intuitive read

The lack of high review volume is not…

Read the full take

Feature gaps

Automated variable-rate prescription maps (available in OneSoil) +2

Since the last report: The product remains in a stagnant state with no feature updates, but the competitive intelligence framework has been expanded to better account for broader precision agriculture and enterprise-backed threats.

Bottom line

Users report: AgroScout holds a diagnostic advantage through leaf-level imagery, but the lack of automated data ingestion leaves it vulnerable to OneSoil’s scale. The PM should prioritize automating the scouting workflow to reduce user friction and increase the frequency of data capture.

Unlock 2 critical frictions, 2 market threats and the analyst’s take.

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Report last updated

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 AgroScout, 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 product remains in a stagnant state with no feature updates, but the competitive intelligence framework has been expanded to better account for broader precision agriculture and enterprise-backed threats.

added

New SWOT Threats and Weaknesses

shifted

Competitive Landscape Expansion

added

Updated Feature Gaps

shifted

Outlook Trend Adjustment

Cite this report

Marlvel.ai. “AgroScout Intelligence Report.” Updated May 26, 2026. https://marlvel.ai/apps/agroscout

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