Vori vs Altria

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

Altria leads in AI visibility (90 vs 54)

Vori

ChallengerE-commerce

General

NYC grocery operating system (VoriOS) for independent stores with integrated POS, supplier ordering, and pricing; $15.3M total ($10M Greylock/The Factory Series A Aug 2022) planning Series B 2025 competing with PDI Technologies for independent grocer technology.

AI VisibilityBeta
Overall Score
C54
Category Rank
#139 of 1167
AI Consensus
70%
Trend
stable
Per Platform
ChatGPT
50
Perplexity
45
Gemini
56

About

Vori is a New York City-based grocery technology company — backed with $15.3 million in total funding including a $10 million Series A in August 2022 led by The Factory with Greylock — providing independent grocery stores with an all-in-one VoriOS cloud-based operating system launched in July 2024 after an 18-month closed beta, combining point-of-sale, supplier-integrated back office, automated pricing management, and shopper engagement tools designed specifically for independent grocers competing against national chains with sophisticated retail technology. Vori launched initially in California and the New York City metropolitan area and plans to raise a Series B as of March 2025 for geographic expansion.

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

54
Overall Score
90
#139
Category Rank
#83
70
AI Consensus
58
stable
Trend
stable
50
ChatGPT
84
45
Perplexity
97
56
Gemini
99
56
Claude
86
56
Grok
87

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