CropIn vs Granular

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

Granular leads in AI visibility (81 vs 61)
CropIn logo

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
Granular logo

Granular

LeaderAgriculture

Farm Management

Corteva Agriscience (CTVA)-owned farm management platform for field operations, budgeting, and agronomic analytics; competing with Bayer FieldView and John Deere Operations Center for commercial farm data.

AI VisibilityBeta
Overall Score
A81
Category Rank
#1 of 4
AI Consensus
76%
Trend
down
Per Platform
ChatGPT
79
Perplexity
81
Gemini
89

About

Granular is an agriculture farm management software platform that provides data-driven tools for farmers, agronomists, and agricultural enterprises to manage field operations, track crop performance, plan budgets, and analyze financial and agronomic outcomes — enabling modern farming operations to replace spreadsheets and paper-based records with integrated digital farm management. Originally acquired by DuPont Pioneer in 2017 and subsequently integrated into Corteva Agriscience (NYSE: CTVA, the agricultural chemicals and seeds company spun out of DowDuPont in 2019), Granular serves large commercial farming operations across the US.

Full profile

AI Visibility Head-to-Head

61
Overall Score
81
#1
Category Rank
#1
64
AI Consensus
76
up
Trend
down
61
ChatGPT
79
63
Perplexity
81
55
Gemini
89
70
Claude
85
68
Grok
81

Key Details

Category
AI/ML Solutions
Farm Management
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only CropIn
AI/ML Solutions
Only Granular
Farm Management

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.