Don't Just Apply, Strategize
SmartPick Helps You Target the Right
Residency Programs
AI data-driven strategic program selection to help you stand out and focus on programs where you’ll fit best
Best for: Applicants targeting the most competitive and highly recommended programs in a specific specialty.
Best for: Applicants aiming to strategically expand their applications across multiple specialties
Best for: Applicants seeking comprehensive support and the maximum flexibility in their residency application process.
Plan Comparison
Number of selected programs with the most match probability
How Our Algorithm Works
Our AI model evaluates residency programs using a multifaceted approach that incorporates a broad set of metrics related to applicant qualifications, program requirements, and historical trends. Here’s a high-level explanation of the methodology without delving into specific implementation details:
Data Collection
- ● Collects program-specific data such as residency requirements (e.g., Step scores, USCE, publication expectations), interview trends, and visa sponsorship policies.
- ● Uses verified sources, including program websites, ACGME, Freida, Residency Explorer, etc., to ensure accurate and up-to-date information
Applicant Profiling
- ● Matches the user’s profile (e.g., Step scores, experiences, visa needs) against program criteria to identify alignment
- ● Applies thresholds for critical metrics, such as Step score ranges, publication counts, and years since graduation (YOG).
Scoring System
- ● Investigates various factors, including program competitiveness, IMG friendliness, and interview composition.
- ● Prioritizes factors such as Step score requirements, program tendencies toward specific applicant types, and regional preferences based on the applicant’s background.
Advanced Filtering
- ● Filters programs by applicant-specific preferences like specialty, geographic location, or specific visa sponsorship needs.
- ● Incorporates dynamic filters for signals (e.g., program-specific preferences or invitations based on signaling data).
Program Fine Selection
- ● Ranks programs using a composite score calculated from key indicators like historical applicant success rates, median Step scores, and program composition.
- ● Includes predictive analytics to forecast the likelihood of success based on historical trends and applicant profiles.
Signal and Fit Optimization
- ● Suggests strategic use of specialty signals, targeting programs most likely to respond positively to the applicant’s profile.
- ● Highlights programs offering the best match for the applicant’s qualifications and goals.
Customization and Recommendations
- ● Generates a curated list of programs (e.g., top 50 for Silver, up to 300 for Gold) tailored to the user’s unique attributes.
- ● Identifies opportunities to maximize application success, whether through focused applications or a broader strategy
This approach combines data-driven insights with a personalized process to help applicants optimize their residency application strategy and maximize their success in The Match.
The Power of a Single Decision
Even one program can make all the difference.
Choosing just one well-aligned program—or sending a carefully placed signal—can open the door to an interview opportunity that changes the course of your residency journey.
Smart Pick ensures that every program you apply to is carefully selected based on your unique profile. By focusing on programs where you’re most likely to stand out, Smart Pick maximizes your chances of success and helps you make the most of every application and signal.
Why Choose Residency Advisor vs. Other Platforms?
We stand out in the crowded field of residency application platforms by offering unparalleled tools and insights designed to give you an edge. Here’s how Residency Advisor compares to the competition:
Precision Matching
- ● Us: Our AI-driven algorithm evaluates multiple aspects of your profile to provide highly tailored program recommendations.
- ● Them: Many competitors use generic filtering systems with limited personalization.
Comprehensive Data
- ● Us: We gather data from verified sources like Freida, program websites, and Residency Explorer, ensuring you get the most accurate and up-to-date insights.Them: Some platforms rely on outdated or incomplete data, leading to less reliable recommendations.
IMG-Friendly Features
- ● Us: Specialized tools for International Medical Graduates (IMGs), including filters for visa sponsorship and IMG-friendly programs, help you navigate the complex U.S. residency landscape.
Signal Optimization
- ● Us: Our platform strategically identifies where to use residency signals, maximizing their impact to boost your chances.
- ● Them: Most competitors don’t offer tools to optimize the use of specialty signals.
Advanced Predictive Analytics
- ● Us: Our model leverages historical data to predict your likelihood of success, helping you prioritize programs where you have the best chance of matching.
- ● Them: Few platforms incorporate predictive analytics into their recommendations.
User-Centric Design
- ● Us: We combine data-driven insights with an intuitive interface, making it easy to navigate and apply recommendations.
- ● Them: Other platforms often have complex interfaces that overwhelm users with unnecessary details.
Why Choose Smart Pick Over Manual Selection?
Residency applications are one of the most critical steps in your medical career, and choosing the right programs can feel overwhelming. That’s where Smart Pick steps in, offering a smarter, faster, and more effective way to make your selections. Here’s why Smart Pick is your best choice:
1. Save Time and Reduce Stress
- ● Manually researching programs takes countless hours of digging through websites, forums, and data—often leading to frustration and missed opportunities.
- ● Smart Pick: Instantly delivers a curated list of programs tailored to your profile, saving you weeks of effort and letting you focus on preparing for interviews.
2. Data-Driven Decisions
- ● Manual selection often relies on incomplete or outdated information, personal assumptions, or guesswork.
- ● Smart Pick: Leverages verified, up-to-date data from trusted sources like Freida and program websites to ensure accuracy. It evaluates your unique profile—including Step scores, experiences, and visa needs—to recommend the programs that fit you best.
3. Comprehensive View with Minimum Error
- ● Tracking critical metrics like Step requirements, YOG limits, or publication expectations manually is not only time-consuming but also prone to errors.
- ● Smart Pick: Automatically factors in all these elements, providing you with reliable recommendations that align with your qualifications and budget.
4. Signal Optimization
- ● Us: Our platform strategically identifies where to use residency signals, maximizing their impact to boost your chances.
- ● Them: Most competitors don’t offer tools to optimize the use of specialty signals.
5. Avoid Costly Mistakes
- ● Submitting applications to poorly matched programs can cost hundreds of dollars in fees.
- ● Smart Pick: Guides you to invest your resources wisely by focusing on programs where you’ll have the highest chance of success.
6. Focus on What Matters
- ● Let Smart Pick handle the research and heavy lifting so you can dedicate your time to perfecting your application materials, preparing for interviews, and building confidence.With Smart Pick, you’re not just choosing programs—you’re creating a strategic, data-driven plan for residency success. Save time, reduce stress, and maximize your chances of matching with the programs that are the perfect fit for you. Let Smart Pick work smarter so you can focus on your future!