# Forecast disease with Biobot Advance—AI-driven insights from the world's largest wastewater dataset. A predictive, geographically granular view of disease activity—helping pharmaceutical teams accelerate clinical trials, optimize marketing spend, and inform real-world evidence. ## Use Cases ### Clinical Development & Trial Recruitment Accelerate site activation and enrollment. ### Real World Evidence and R&D Generate unbiased, population-level insights. ### Sales & Marketing Target the right markets at the right time. ### Programmatic Media Enhance digital campaigns with predictive health signals. ### Product features Biobot’s independent network collects wastewater from hundreds of treatment sites across the U.S., and models virus activity for every county. Weekly data for every U.S. ZIP and county give agencies a clear, consistent view of national health trends and anomalies. ### Forecast local and regional disease risk See national and state-level trends at a glance. Identify where moderate to high activity aligns with existing trial sites or key markets, and monitor regional spread in real time. ### Drill into community-level data with Biobot Advance Access ZIP- and county-level data, updated weekly and modeled for clear interpretation — ideal for analytics-enabled teams who need precision insights across geographies. ### Identify hotspots before they happen Forecast high-activity regions weeks in advance using Biobot’s predictive models — empowering teams to make proactive decisions on trials, marketing, and resource allocation. ### Integrate seamlessly with internal systems & DSPs Download data in CSV format, explore trends in interactive dashboards, or connect directly via API for automated ingestion into internal analytics platforms. ### Track over 50 human health trends. ## Pathogens: #### Respiratory Pathogens - Enterovirus D68 **New** - Human metapneumovirus (HMPV) - Influenza A & B - Influenza A subtypes (incl. H5N1) - Influenza B subtypes - Influenza genomic sequencing - Measles virus - Respiratory Syncytial Virus (RSV) - SARS-CoV-2 (Covid-19) - SARS-CoV-2 (Covid-19) genomic sequencing #### Gastrointestinal Pathogens: - Adenovirus - Norovirus GI & GII #### Arboviruses: - Chikungunya **New** - Eastern Equine Encephalitis (EEE) **New** - Pan-dengue viruses **New** - West Nile virus **New** - Zika virus **New** #### Pathogens of public health importance: - Campylobacter - Candida auris - Hepatitis A virus - HIV-1 & HIV-2 **New** - HPV **New** - Mpox virus - Poliovirus ## Substances: #### High Risk Substances, Stimulants, & Novel Psychoactive Substances: - Cocaine - Methamphetamine - Amphetamine - Xylazine - Ketamine **NEW** - Medetomidine **NEW** - Nicotine #### Opioids: - Fentanyl - Heroin - Acetyl fentanyl - Para- fluorofentanyl **NEW** - Carfentanil - Sufentanil - Tianeptine - Morphine - Oxycodone - Codeine - Dihydrocodeine - Hydromorphone - Hydrocodone - Oxymorphone - Tramadol #### Substance Use Disorder Treatment Medications: - Naloxone - Buprenorphine - Methadone #### Benzodiazepines: - Diazepam **New** - Temazepam **New** - Alprazolam **New** - Lorazepam **New** - Clonazepam **New** - Oxazepam **New** - Flunitrazepam **New** - Nitrazepam **New** ## Accelerate your trials, targeting, and R&D with Biobot intelligence.