Helsing vs Biobot Analytics

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

Helsing leads in AI visibility (63 vs 60)

Helsing

ChallengerGovernment Tech

AI-Powered Defense Systems

Europe's leading defense AI company. 12B EUR valuation. HX-2 drones to Ukraine. CA-1 autonomous combat aircraft. 1.37B EUR raised. Founded 2021, Munich.

AI VisibilityBeta
Overall Score
B63
Category Rank
#2 of 4
AI Consensus
62%
Trend
stable
Per Platform
ChatGPT
66
Perplexity
59
Gemini
68

About

Helsing is a European defense AI company founded March 2021 by Torsten Reil, Gundbert Scherf (ex-German MoD), and Niklas Kohler, headquartered in Munich with subsidiaries in Estonia, France, and UK. Raised 1.37B EUR including 600M EUR Series D (June 2025, Daniel Ek's Prima Materia) at 12B EUR valuation.

Full profile

Biobot Analytics

ChallengerGovernment Tech

Public Health Surveillance

Biobot Analytics is a wastewater epidemiology company that analyzes sewage to track infectious diseases, substance use, and public health trends across communities. HQ: Cambridge, MA.

AI VisibilityBeta
Overall Score
B60
Category Rank
#1 of 1
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
55
Perplexity
65
Gemini
62

About

Biobot Analytics is a public health infrastructure company that uses wastewater epidemiology to provide early warning of infectious disease outbreaks, substance use trends, and other public health indicators to communities, public health agencies, and the federal government. Founded in 2017 by MIT graduates Mariana Matus and Newsha Ghaeli, the company became nationally prominent during the COVID-19 pandemic when its wastewater surveillance network provided some of the earliest data on SARS-CoV-2 spread in communities — often detecting outbreaks 4–7 days before clinical case reports.

Full profile

AI Visibility Head-to-Head

63
Overall Score
60
#2
Category Rank
#1
62
AI Consensus
75
stable
Trend
stable
66
ChatGPT
55
59
Perplexity
65
68
Gemini
62
58
Claude
56
73
Grok
59

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