Who to apply to. Where to signal. How likely you are to match.
Send your CV, personal statement, and goals. Within 48 hours you get a ranked residency list, a plan for every ERAS signal, and your odds of matching at each program.
Every dot is a program. Right means a higher scenario index; up means better aligned with your goals. Illustrative programs.
Three answers, built from your application.
Your materials against the residents each program actually takes. Programs and numbers below are illustrative.
Who to apply to
Every program on your list carries a match score, a tier, and the evidence behind both: how well it fits your goals, how its current residents compare with you, and the roster you can inspect.
Northbridge Medical Center
Philadelphia, PA · 690 mi from family
✓ Outcomes research group with a prevention clinic in the first year
Lakeview University
Chicago, IL · 12 mi from family
✓ Home program; three current fellows trained in your residency
Harbor University
Boston, MA · 850 mi from family
✓ Protected research block with a named mentor in year one
Where to send your signals
Gold and silver signals are scarce. Your signal plan shows where one changes your interview odds the most, and which programs interview applicants like you without one.
| Program | Interview odds | Plan |
|---|---|---|
| Northbridge Medical CenterTarget | 52%→71% +19 | Signal |
| Ridgeline Medical CollegeTarget | 49%→68% +19 | Signal |
| Harbor UniversityReach | 24%→41% +17 | Signal |
| Bayfront UniversityReach | 19%→33% +14 | Signal |
| Lakeview UniversityLower reach | 86%→90% +4 | Apply, no signalApply |
| Prairie State HealthLower reach | 78%→84% +6 | Apply, no signalApply |
| Summit Medical CenterFar reach | 8%→14% +6 | HoldHold |
How likely you are to match
A simulator runs thousands of cycles over your list. It shows where you land, how many interviews to expect, and which assumptions move the odds. Every coefficient is visible and yours to change.
Expected interviews: 7 (4 to 10 in most simulated cycles)
Scenario scores and odds come from your materials and public evidence with assumptions you can see and edit. They describe a scenario, not an admissions decision.
From your CV to your list in 48 hours.
- 1
Send your materials
Your name and email, then a sign-in link. Upload your CV and personal statement and tell us your goals, locations, and requirements.
- 2
We build your list, signal plan, and odds
Within 48 hours we score every program against your background and the residents it takes, and a person reviews every explanation before you see it.
- 3
Decide
Compare programs on maps and side by side, star the ones you are applying to, set your signals, order your list, and request an update when something changes.
Evidence you can open.
Program rosters, research records, and training histories come from primary sources, and each claim on your list links to its source.
How we workRosters, not rumors
Who trains at each program now, which medical schools they came from, and how their paths compare with yours.
Research you can read
Faculty and trainee publications from PubMed, OpenAlex, and ORCID, matched conservatively so counts are floors.
Life outside training
Cost of living, rent, walkability, and distance from the people who matter to you, beside every program.
What applicants ask before they start.
Is the AI trained on past matches?
Yes. The residents training at a program today are its past matches. Your list is built from who each program actually took, where they trained before, and what they have published, compared with your record. It is public evidence, and every claim links to its source.
Do you need my CV and personal statement?
Yes. They carry most of what matters: scores, training, research, letters, and what you want. You add a short set of questions about goals, locations, and hard constraints, and that is the whole intake. If your statement is not written yet, upload the CV and add the statement later.
How do gold and silver signals work?
Most specialties give you a fixed number of program signals, and several, including internal medicine, split them into gold and silver tiers. Your plan applies your specialty's count and tiers and shows where each one changes your odds, so none goes to a program that would interview you anyway or to one that never takes applicants like you.
How is this different from asking ChatGPT?
A chat model only knows what you paste in and what programs write about themselves, so it agrees with your framing and takes every program website at face value. Your list starts from the residents actually at each program and their records, then reads your materials against that evidence.
Start with the residency application you are working on.
Choose your specialty and cycle, and your list is ready in 48 hours.
Get my list and signal planNo personal statement yet?
Upload your CV and answer the goals questions. Add the statement when it is ready.
Already have a list?
Tell us the programs you are considering. Your list starts from them and shows what you are missing.