Curb vs Altria

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

Altria leads in AI visibility (90 vs 45)

Curb

EmergingTransportation

Mobility Services

NYC taxi e-hailing platform with 100K+ licensed drivers across 60+ US cities; Verifone-operated Curb app competing with Uber and Lyft for regulated licensed transportation and corporate ground travel management.

AI VisibilityBeta
Overall Score
C45
Category Rank
#4 of 5
AI Consensus
65%
Trend
stable
Per Platform
ChatGPT
41
Perplexity
52
Gemini
47

About

Curb Mobility is a New York City-based taxi technology and e-hailing platform — privately held — operating as the largest taxi app network in the United States with 100,000+ licensed taxi and for-hire vehicle drivers across 60+ cities (New York, Chicago, Boston, Philadelphia, Las Vegas, Miami, and other major US markets) providing app-based taxi hailing, in-cab payment processing (the Curb payment tablet installed in taxis), and enterprise ground transportation management for corporate clients, hotels, and airports seeking licensed, regulated transportation alternatives to rideshare. Originally launched as Taxi Magic in 2008 and rebranded as Curb in 2014, Curb is operated by Verifone Transportation Systems and serves the segment of travelers, corporate accounts, and accessibility-focused riders who specifically prefer licensed taxi services over Uber and Lyft drivers.

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

45
Overall Score
90
#4
Category Rank
#83
65
AI Consensus
58
stable
Trend
stable
41
ChatGPT
84
52
Perplexity
97
47
Gemini
99
37
Claude
86
42
Grok
87

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