GrubMarket vs Altria

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

Altria leads in AI visibility (90 vs 55)

GrubMarket

ChallengerLogistics & Supply Chain

Food Supply Chain

GrubMarket is a B2B food technology and supply chain platform connecting farms, food distributors, and retailers with software and logistics for fresh produce and specialty foods. HQ: San Francisco.

AI VisibilityBeta
Overall Score
C55
Category Rank
#1 of 1
AI Consensus
76%
Trend
stable
Per Platform
ChatGPT
57
Perplexity
55
Gemini
55

About

GrubMarket is a food technology company building a vertically integrated platform for the $2 trillion North American food supply chain, combining proprietary software with food distribution operations to modernize how fresh produce, specialty foods, and perishables move from farm to retailer, restaurant, and institution. Founded in 2014, the company has grown from a farm-direct food marketplace into a full-stack food supply chain platform, acquiring and integrating dozens of regional food distributors while deploying its WholesaleWare software across the industry.

Full profile

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

AI Visibility Head-to-Head

55
Overall Score
90
#1
Category Rank
#83
76
AI Consensus
58
stable
Trend
stable
57
ChatGPT
84
55
Perplexity
97
55
Gemini
99
51
Claude
86
47
Grok
87

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