·6 min readComing soon
Fit is not prestige
Why ranking faculty by institution brand is a worse predictor of PhD outcomes than almost any other signal we measure.
Blog
Writing on advisor fit, PhD application strategy, and how the PhdFit agents actually work.
·8 min readComing soon
Why we use five axes, not one score
A single fit number feels decisive. It also hides every disagreement inside the ranking. Here's why PhdFit decomposes.
·7 min readComing soon
Outreach that actually gets replies
A thousand faculty inbox scans later, here are the three structural properties that separate answered cold emails from ignored ones.