·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
The five dimensions behind Academic Fit
A composite score is useful only when its evidence stays visible. Here's how PhdFit separates five weighted dimensions from opportunity and confidence context.
·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.