Altria vs CropX

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

Altria leads in AI visibility (90 vs 67)

Altria

LeaderConsumer Goods

Enterprise

Richmond VA tobacco and nicotine (NYSE: MO) ~$9.7B net revenue FY2024; Marlboro 40%+ US cigarette share, on! oral pouch competing with Zyn, 50%+ operating margins, ABI stake, competing with Reynolds/BAT.

AI VisibilityBeta
Overall Score
A90
Category Rank
#83 of 290
AI Consensus
58%
Trend
stable
Per Platform
ChatGPT
84
Perplexity
97
Gemini
99

About

Altria Group, Inc. is a Richmond, Virginia-based tobacco and nicotine company — publicly traded on the New York Stock Exchange (NYSE: MO) as an S&P 500 Consumer Staples component — manufacturing and selling cigarettes (Marlboro — the best-selling cigarette brand in the United States), smokeless tobacco (Copenhagen, Skoal, Red Seal, Husky chewing tobacco/moist snuff brands), oral nicotine pouches (on! brand), and maintaining a 10.7% ownership stake in Anheuser-Busch InBev (SABMiller acquisition consideration shares) and a 35% stake in JUUL Labs (vaping — original $12.8B investment written down to minimal value following JUUL's regulatory and litigation difficulties) through approximately 5,500 employees. In fiscal year 2024, Altria reported revenues of approximately $20.6 billion (net revenues after excise taxes approximately $9.7 billion), with the cigarette segment (Marlboro generating 40%+ US cigarette market share) contributing the majority of operating income at 50%+ adjusted operating margins — the highest margins in the consumer staples sector reflecting cigarettes' inelastic demand and regulated market structure. CEO Billy Gifford has pivoted Altria's strategy from cigarettes toward smoke-free nicotine products: the on! oral nicotine pouch (acquired full ownership of Helix Innovations in 2023, rebranding as on! to compete with Swedish Match Zyn, the dominant US oral nicotine pouch brand) represents Altria's primary nicotine product diversification vehicle as cigarette volume declines 7-8% annually through consumer quit rates and secular health awareness trends.

Full profile

CropX

ChallengerAgriculture

Soil Sensing

$3.5M annual revenue 2025; $86.1M total funding (Series C Oct 2023); deployed in 60+ countries; acquired Regen adding 130K acres; 134 employees; precision agriculture market $8.7B 2024; subscription-based model

AI VisibilityBeta
Overall Score
B67
Category Rank
#1 of 1
AI Consensus
56%
Trend
stable
Per Platform
ChatGPT
58
Perplexity
76
Gemini
61

About

CropX is a precision agriculture company that provides cloud-based soil sensing and irrigation management solutions to help farmers optimize water usage and maximize crop yields. The company serves commercial farmers, agronomists, and agricultural enterprises seeking data-driven irrigation decisions and improved resource efficiency. CropX delivers value through its wireless soil sensors that monitor moisture, temperature, and electrical conductivity in real-time, adaptive irrigation algorithms that recommend precise watering schedules, and analytics that reduce water consumption while maintaining or improving crop productivity.

Full profile

AI Visibility Head-to-Head

90
Overall Score
67
#83
Category Rank
#1
58
AI Consensus
56
stable
Trend
stable
84
ChatGPT
58
97
Perplexity
76
99
Gemini
61
86
Claude
68
87
Grok
71

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