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.

Case Study: Advertising campaign for treatment information

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.

Viral, Bacterial, & Fungal Pathogens:

  • Adenovirus
  • Campylobacter
  • Candida auris
  • Enterovirus D68 New
  • Hepatitis A virus
  • HIV-1 & HIV-2 New
  • HPV (16, 18, and others) New
  • Human metapneumovirus (HMPV)
  • Influenza A & B
  • Influenza A subtypes (incl. H5N1)
  • Influenza B subtypes
  • Measles virus New
  • Mpox virus
  • Norovirus
  • Poliovirus
  • Respiratory Syncytial Virus (RSV)
  • SARS-CoV-2 (Covid-19)
  • SARS-CoV-2 (Covid-19) variant analysis

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

Benzodiazapenes:

  • Diazepam New
  • Temazepam New
  • Alprazolam New
  • Lorazepam New
  • Clonazepam New
  • Oxazepam New
  • Flunitrazepam New
  • Nitrazepam New

Don’t see what you’re looking for?

We are continually expanding our menu of health trends. Sign up to be notified of new additions.

Accelerate your trials, targeting, and R&D with Biobot intelligence.