AI-powered residency targeting built for maximum match success.
6-layer MatchFit scoring · 5,400+ ACGME programs · Real community intelligence.
Open to all medical graduates — US MD, DO, and internationally-trained. Especially powerful for those navigating J-1 & H-1B visa sponsorship.
matchzyn.app
Profile Strength: 87/100
A live demonstration of the 5-stage intelligence pipeline that turns your profile into your optimal rank list.
Your entire residency strategy in four steps. No guesswork. No spreadsheets.
Enter your Step scores, USCE, research — we handle the rest.
6 data layers scored against 5,400+ programs in real time.
Personalized program rankings with reach/target/safety tiers.
Optimized portfolio. Strongest Strategic Fit. Zero guesswork.
MatchZyn ingests six live data streams, fuses them through a large language model trained on residency outcomes, and scores every program against your exact profile — in real time.
Data is refreshed continuously. Sources include NRMP Charting Outcomes, ACGME public records, FREIDA, and anonymized community forums.
All community intel is unverified and provided for informational purposes only.
Six deeply integrated intelligence layers that no other tool combines — built for every residency applicant, regardless of training background.
Every program gets a personalized 6-layer score based on your exact profile. Not a generic ranking — your ranking.
Tell us how many programs you want to apply to. We build the optimal reach/target/safety mix and explain the math.
Publicly available community signals from Reddit, SDN, and similar sources — surfaced by AI and organized by sentiment.
Cost of living, safety, commute, lifestyle — scored for every city in the ACGME database. Know where your salary actually goes.
Program Director red flags and green flags derived from public data. Know the culture before you rank them.
What if your Step 2 CK was 10 points higher? We model it. See exactly which programs open up.
"One program removed from your list pays for MatchZyn."
Pay once. Full match season access. No subscription. No auto-renew.
MatchZyn is updated continuously through every match cycle. Your $99 unlocks the full platform for the entire match season.
Pilot questions, partnership ideas, or feedback? Send a message and we'll get back fast — or email support@matchzyn.com.
Join the pilot WhatsApp communityFree pilot access — we just ask for your bugs, ideas & feedback there.
Informational Purpose Only. MatchZyn is an educational and informational software tool designed to assist medical graduates in organizing and interpreting publicly available data relevant to the residency application process. Nothing provided by MatchZyn — including Strategic Fit Scores, Estimated Competitiveness, Fit Bands (Reach / Target / Safety / Low-Yield), Why-Not-This-Program warnings, Signal Strategy guidance, Smart Spend recommendations, portfolio recommendations, community summaries, or program rankings — constitutes professional career counseling, medical advice, legal advice, or any form of guaranteed career guidance. Users should consult qualified advisors, program directors, residency counselors, and legal professionals as appropriate.
No Guarantee of Match Outcomes. All Strategic Fit Scores, Estimated Competitiveness figures, rank list recommendations, and portfolio strategies generated by MatchZyn are statistical estimates derived from historical NRMP data and algorithmic modeling. They are not predictions, promises, or guarantees of interview invitations, ranking by any program, or any particular Match result. Residency matching involves numerous factors beyond an applicant's control, and past NRMP data does not guarantee future individual outcomes. MatchZyn expressly disclaims any representation that use of its platform will result in interviews, favorable ranking, a residency match, or any specific outcome.
Unverified Community Signals. Community intelligence surfaced by MatchZyn is derived from publicly accessible third-party forums including but not limited to Reddit, Student Doctor Network, and Doximity. These signals represent unverified, anonymized user-generated content and are provided solely for informational and contextual purposes. MatchZyn does not endorse, verify, or guarantee the accuracy of any community-sourced content. Such content reflects individual opinions and may be incomplete, outdated, or unrepresentative of a program's current culture, faculty, or policies.
Data Accuracy and Currency. Program data, visa sponsorship records, and benchmark statistics are aggregated from publicly available sources and may not reflect the most current program requirements, capacities, or policies. Program offerings, requirements, and visa sponsorship status can change at any time without notice. Users are solely responsible for independently verifying all program information before making application decisions. MatchZyn makes no warranty, express or implied, as to the accuracy, completeness, or fitness for purpose of any data displayed.
Not Affiliated with NRMP, ACGME, or ERAS. MatchZyn is an independent platform and is not affiliated with, endorsed by, or sponsored by the National Resident Matching Program (NRMP), the Accreditation Council for Graduate Medical Education (ACGME), the Electronic Residency Application Service (ERAS), the Association of American Medical Colleges (AAMC), FREIDA, the American Medical Association (AMA), the Educational Commission for Foreign Medical Graduates (ECFMG), or any residency program, hospital, or healthcare institution. All trademarks, program names, and institutional names referenced are the property of their respective owners and are used solely for identification and informational purposes. IMG-friendliness, visa sponsorship, and YOG policies displayed on MatchZyn are aggregated from public sources and may be outdated; users must verify current policy directly with each program before applying.
Limitation of Liability. To the fullest extent permitted by applicable law, MatchZyn, its creators, operators, employees, and affiliates shall not be liable for any direct, indirect, incidental, special, consequential, or punitive damages arising from the use of or reliance upon the platform, including but not limited to decisions made regarding residency applications, program selections, or match strategy. Use of this platform is at the user's own risk.
No Refund Policy for Informational Tools. Given the nature of this platform as an informational software tool providing immediate access to data and analysis upon purchase, all sales are final. By completing a purchase, users acknowledge and agree that they have reviewed these disclosures and understand the scope and limitations of the service.