Mentee-mentor matching in surgical training shows strong satisfaction, but evidence is weak.

• A pooled satisfaction rate of 92% from 144 mentees indicates effective pairing.
• Shared clinical or research interests were the main matching criterion, used by 83% of programs.

Surgeons should consider enhancing selection processes and meeting structures to bolster mentorship effectiveness.

• Areas needing improvement include addressing technical issues and ensuring mentor continuity.