Research-aligned mentors
Find mentors whose methods, areas, and experience line up with what you're building, not generic career advice.
Mentorship and tools for life in grad school
Experiments stall. Papers drag. Feedback is hard to find. GuiDrs steps in with research-aligned mentors, document refinement, semester goals, and clearer next steps so you can move through the program with less guesswork.
What you get
Built for after you're in the program
Mentorship, AI workspace tools, documents, and goals, oriented around research and career growth, not applications.
Agentic AI workspace
Get help drafting outreach, structuring updates, and thinking through research or career decisions with context that stays yours.
Document refinement
Refine proposals, papers, CVs, and fellowship materials with concrete feedback you can act on.
Goals that stick
Set semester goals for skills, coursework, and research. GuiDrs' agentic AI workspace surfaces what to focus on next as your term unfolds.
Mentorship that fits your term
Message mentors, keep conversations organized, and stay ahead of research deadlines without another scattered inbox.
Built for after admission
No school shortlists or application trackers, just mentorship, growth tools, and a workspace for life in the program.
Mentor discovery
Mentors who match your research direction
GuiDrs ranks mentors by fit with your methods, interests, and goals, so outreach starts with people who can actually help.
How it works
From where you are to clearer next steps
1
Step 01
Share where you are
Tell GuiDrs your program stage, research direction, and what you want help with: skills, papers, career moves, or navigating the PhD.
2
Step 02
Get matched to mentors
See mentors ranked for your research interests and goals, with transparent reasoning you can sanity-check before you reach out.
3
Step 03
Work with AI in your loop
Use agentic tools to refine documents, prep mentor conversations, and keep your semester goals moving.
4
Step 04
Grow with guidance
Stay connected to mentors who understand your field while GuiDrs keeps your workspace focused on what matters this term.
Already in the program
Your research path deserves better guidance
When research feels stuck, GuiDrs connects you with mentors who know your field, helps you refine documents, and keeps your semester goals moving.