Neodocs vs Altria

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

Altria leads in AI visibility (90 vs 20)

Neodocs

EmergingHealthcare

General

Mumbai smartphone-based diagnostic platform with color-change test cards for UTI, diabetes, and kidney tests for 4K+ doctors; YC S21 $2.48M Omidyar Network-backed with Cipla/Sun Pharma/AstraZeneca partnerships for India at-home diagnostics.

AI VisibilityBeta
Overall Score
D20
Category Rank
#982 of 1167
AI Consensus
58%
Trend
stable
Per Platform
ChatGPT
31
Perplexity
17
Gemini
26

About

Neodocs is a Mumbai, India-based healthtech company — backed by Y Combinator (S21) with $2.48 million raised including a $2 million seed round in February 2024 led by Omidyar Network India with YC, 9Unicorns, Gemba Capital, Titan Capital, and 100Unicorns — providing instant at-home diagnostic test kits with proprietary biochemistry test cards that deliver visual color-change results for conditions including urinary tract infections, diabetes monitoring (HbA1c and glucose), kidney function (creatinine, protein), and general wellness panels without requiring any additional hardware beyond a smartphone camera. Founded in 2020, Neodocs has sold 200,000+ test cards used by 4,000+ doctors across India and has partnerships with major pharmaceutical companies including Cipla, Sun Pharma, and AstraZeneca for co-branded diagnostic test distribution.

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

20
Overall Score
90
#982
Category Rank
#83
58
AI Consensus
58
stable
Trend
stable
31
ChatGPT
84
17
Perplexity
97
26
Gemini
99
17
Claude
86
15
Grok
87

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