Built on the public record.
Enriched by AI agents.
Every profile starts from verified, public sources. Our AI specialized agents then enrich and verify each profile from the open web, continuously. Citations provided to every source.
Read the methodology →- CMS Open Payments ↗Industry payments reported to CMS, by company and program year
- PubMed (NLM) ↗Peer-reviewed publications, linked to the PubMed record
- OpenAlex ↗Citations, h-index, research topics, most-cited works and congress abstracts
- ClinicalTrials.gov ↗Investigator roles on registered clinical studies
- NIH RePORTER ↗Federally funded research awards, by fiscal year
- NPPES (CMS) ↗Identity, specialty and practice location for every U.S. clinician
- ORCID ↗The verified researcher identity that anchors authorship
- The open webMedia, socials, talks and roles, worked continuously by our AI research agents.
YouTube
Wikipedia
LinkedIn
Spotify
X- News & media
- Conference sites
- Institutional pages
- Podcasts & interviews
- Society pages
Public registries plus AI agents. One verified profile.
- Registries supply the verified facts: trials, publications, grants, payments.
- AI research agents add media, talks, roles and socials from the open web.
- AI matching agents confirm every fact belongs to the right person, and never stop re-checking.