MOD Pizza vs Altria

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

Altria leads in AI visibility (90 vs 58)

MOD Pizza

ChallengerFast Casual & QSR

Pizza Chain

Fast-casual individual pizza chain known for unlimited toppings; emerged from Chapter 11 in 2024 rebuilding profitable operations after rapid expansion in US and UK markets.

AI VisibilityBeta
Overall Score
C58
Category Rank
#2 of 3
AI Consensus
72%
Trend
stable
Per Platform
ChatGPT
59
Perplexity
61
Gemini
57

About

MOD Pizza is a fast-casual pizza chain offering individually-sized artisan pizzas that are made in front of customers on an assembly line and cooked in about 3 minutes in a high-temperature oven, with unlimited toppings for a flat price — a model that disrupted the pizza category with a Chipotle-style customization approach. Founded in 2008 in Seattle, Washington by Scott and Ally Svenson, MOD Pizza grew rapidly to over 500 locations across the US and UK before facing financial headwinds, ultimately filing for Chapter 11 bankruptcy protection in February 2024.

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

58
Overall Score
90
#2
Category Rank
#83
72
AI Consensus
58
stable
Trend
stable
59
ChatGPT
84
61
Perplexity
97
57
Gemini
99
54
Claude
86
49
Grok
87

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