The published record. PaperTrail reads every paper a researcher has authored — the topics those papers sit in, how often they are cited, how recently the last one appeared — from OpenAlex, the open catalogue of scholarly work. None of it is a department blurb someone wrote about themselves, which is the usual thing to find on a faculty page and the least useful thing to match on.