About GuiDrs
Built for how graduate paths actually work
The hardest part of applying, and of thriving in a lab, is rarely generic career advice. It's finding people whose work, methods, and experience line up with yours, and keeping that context from getting lost across tabs and inboxes.
What we believe
Three things we won't compromise on
Research-aligned matching
We match on methods, publications, and stated areas, not generic interest tags. So conversations start with shared context, not introductions.
Agentic AI, on your terms
AI interprets your profile and documents, surfaces fit, and drafts asks. You review every step before anything goes out, nothing leaves without your approval.
Privacy as a default
You control what each mentor sees. Drafts and summaries stay between you and the model until you choose to share them.
Where we're going
Whether you're shortlisting programs, refining a statement, or looking for a mentor who understands your methods, we combine structured human mentorship with agentic AI that helps interpret your profile and documents, always with you in control of what gets shared and what happens next.
We're early. We ship carefully, listen to design partners, and bias toward clarity and privacy over hype. If that resonates, we'd love you to try the product and tell us what we got wrong.
Try it. Tell us what to fix.
Free to explore. Your feedback shapes what we build next.