Side-by-side comparison of AI visibility scores, market position, and capabilities
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.
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.
Bonterra launched Que, a full agentic AI platform for nonprofits, and acquired CSR platform Deed in March 2026 to dominate the social good software market.
Bonterra was formed in 2021 through the consolidation of several leading nonprofit technology companies — including CyberGrants, EveryAction, Network for Good, and Social Solutions — backed by private equity firm Apax Partners. The combined entity positions itself as the second-largest and fastest-growing social good software company in the world, serving over 19,000 customers including more than 15,000 nonprofit organizations and over 50% of Fortune 100 companies through their corporate social responsibility programs. Its product suite covers fundraising, case management, volunteer management, and CSR platforms.
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