CropIn vs Manus AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

Manus AI leads in AI visibility (63 vs 61)

CropIn

ChallengerAgriculture

AI/ML Solutions

$63-75M revenue 2024-2025; $54M total funding; ~$88M valuation 2022; 250+ B2B customers; 7M farmers impacted globally; 30M acres digitized; 350 crops, 10K varieties, 103 countries; ag-intelligence leader

AI VisibilityBeta
Overall Score
B61
Category Rank
#1 of 1
AI Consensus
64%
Trend
up
Per Platform
ChatGPT
61
Perplexity
63
Gemini
55

About

CropIn is an AI-driven agricultural technology company founded in 2010 in Bengaluru, India, built on the mission of transforming global agriculture through data science and machine learning applied to farm management and supply chain traceability. The company's core technology combines satellite imagery, IoT sensor data, and machine learning models to give agribusinesses, financial institutions, and governments real-time visibility into crop health, yield forecasting, and farm-level risk — bringing the data sophistication of modern enterprise software to an industry historically dependent on manual field observation.\n\nCropIn's platform serves B2B customers including food and beverage companies, commodity traders, agricultural input companies, and development finance institutions across more than 100 countries. Its SmartFarm platform enables precision farm management, while its SmartRisk product provides crop insurance and agricultural lending risk assessment to financial institutions serving smallholder farmers. The company has digitized more than 30 million acres of farmland across 350 crop types and reached 7 million farmers globally, building one of the world's largest proprietary agricultural datasets — a compounding data moat that improves model accuracy with each new acre onboarded.\n\nCropIn generated between $63 million and $75 million in revenue across 2024 and 2025, supported by $54 million in total funding from investors including CDC Group and ABC World Asia. With 250+ enterprise customers and a proven deployment model across the developing world's most important agricultural regions, CropIn occupies a unique position at the intersection of AI, food security, and agricultural finance. As climate volatility increases crop risk and global food supply chains demand greater traceability, CropIn's data infrastructure becomes more strategically valuable to every stakeholder in the agricultural value chain.

Full profile

Manus AI

ChallengerAI & Machine Learning

Autonomous AI Agents

General-purpose autonomous AI agent. $125M+ revenue run rate. Acquired by Meta for $2B+ (Dec 2025). Founded 2022, China/Singapore. MIT Innovators Under 35.

AI VisibilityBeta
Overall Score
B63
Category Rank
#1 of 2
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
66
Perplexity
64
Gemini
54

About

Manus AI is a general-purpose autonomous AI agent developed by Butterfly Effect Pte Ltd, founded in 2022 by Yichao "Peak" Ji and Xiao Hong. Relocated from China to Singapore (mid-2025). Launched March 6, 2025, autonomously handling complex tasks like market research, coding, data analysis, and content creation without human intervention.

Full profile

AI Visibility Head-to-Head

61
Overall Score
63
#1
Category Rank
#1
64
AI Consensus
66
up
Trend
up
61
ChatGPT
66
63
Perplexity
64
55
Gemini
54
70
Claude
69
68
Grok
64

Capabilities & Ecosystem

Capabilities

Only CropIn
AI/ML Solutions
Only Manus AI
Autonomous AI Agents

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