MBA Recommendation Questions
We know it’s a bit unnerving to ask someone for a recommendation without knowing what they’ll be asked. Luckily, we’ve done all the legwork for you and have gathered all of this admissions cycle’s MBA recommendation questions from the top business schools in one central spot.
Usually each school’s rating grid and recommendation questions are visible only to your recommenders. Below you will find details on the questions that your recommender will see after you submit their name and contact information in the Recommenders section of your online MBA application.
It’s also worth noting that many programs now use the GMAC Common Letter of Recommendation. Be sure to check out (and share with your recommender) our GMAC Common Letter of Recommendation Analysis for MBA Applicants and Recommenders.
Bookmark this page for your convenience as a reminder of this year’s MBA Recommendation Questions and as you go about crafting the perfect application(s)! Good luck everyone!
2025-2026 MBA Recommendation Questions
Do Not Require Recommendations
IE Business School does not require letters of recommendation, but applicants must provide contact information for two academic or professional references.
OSU Fisher does not require letters of recommendation, but applicants must provide two references for admissions to contact if needed to make an admissions decision.
Rochester Simon does not require or accept letters of recommendation, but applicants must provide contact information for two professional references.
SMU Cox does not require letters of recommendation; instead, they request two contacts to serve as professional references if needed.
USC Marshall does not require a recommendation as part of their application process.
WashU Olin does not require a recommendation.
Clear Admit Resources
If you (or your recommender!) are looking for more detailed strategic guidance on this element of the business school application process, we encourage you to check out the Clear Admit Recommendation Guide. This 45-page PDF publication is available for immediate download. Go beyond the MBA recommendation questions. Learn who your best options are for recommenders, and how to coach them to write winning letters of recommendation.
MBA Applywire
- International Male, 26, southeast Asian (non-Chinese/indian)
- BEng, top 15% of the class, the best local uni (but unknown outside of the country)
- (0.5Y) Global LDP program of a F500, left early to join consulting
- (2.5Y) at S&, strategy consulting in the field of fintech/ banking, top tier performance (5% of the cohort in the region, early promotion)
- (1Y) Left S&, started my own fintech for underserved teenagers, got pre-seed funding from a tier 2 Banking VC, closed after a year due to regulations change, small scale with multiple impact rewards (20k+ farmers
Goals: Join a fintech in the US (strategy div), or Financial services consulting (like OW, McK) incase i can't secure a fintech position (internationals), with a long term goal of starting another fintech
- International Male, 26, southeast Asian (non-Chinese/indian)
- BEng, top 15% of the class, the best local uni (but unknown outside of the country)
- (0.5Y) Global LDP program of a F500, left early to join consulting
- (2.5Y) at S&, strategy consulting in the field of fintech/ banking, top tier performance (5% of the cohort in the region, early promotion)
- (1Y) Left S&, started my own fintech for underserved teenagers, got pre-seed funding from a tier 2 Banking VC, closed after a year due to regulations change, small scale with multiple impact rewards (20k+ farmers
Goals: Join a fintech in the US (strategy div), or Financial services consulting (like OW, McK) incase i can't secure a fintech position (internationals), with a long term goal of starting another fintech
Education: B.Tech Information Technology (Tier-2 college)
GPA: 9.16/10 (Converted equivalent: 3.91).
Standardized Testing: 715 GMAT Focus (99th percentile equivalent).
Professional Achievements (Bulge bracket investment Bank)
Role: ML Engineer , ~3 YOE now (will have 5 at the time of matriculation).
High-Impact Innovation: Awarded "Most Innovative Project" for three consecutive years (2024 ,2025 and 2026).
Secured 1st Place in 2025 and 2nd Place in 2024 in the Technology Innovation Program
Revenue Generation: Designed and implemented a scalable recommendation system for wealth management that drove a 45% increase in revenue for the targeted segment.
Operational Efficiency: Engineered an Agentic AI system for automated customer support, significantly reducing overhead and optimizing resource allocation.
System Integrity: Spearheaded a performance audit that resolved critical failure rates in cloud-native microservices, ensuring zero-downtime for high-stakes financial data.
Leadership & Civic Engagement
Youth Parliament: Recognized for leadership in simulated legislative environments; developed high-level skills in policy advocacy, structured debate, and consensus-building. Winner of District level in 2025,2026
Strategic Collaboration: Partnered with senior stakeholders to align technical roadmaps with institutional wealth management goals.
Post-MBA Goal
Short-Term: Transition into Investment Banking (IB), specifically within Technology or FinTech coverage groups, leveraging technical depth to advise on M&A and capital markets activity.
Long-Term: Executive leadership within the global financial services ecosystem.
MBA LiveWire
Invited to HBS