Residency interview practice that has read your application.
MatchMind AI interviews you by voice about your own application and the program you pick. Then it scores every answer and rewrites the weak ones from your own facts.
Interviews run on a laptop or desktop computer with a microphone.
Example: a Faculty interviewer asks a fictional student about a sepsis quality-improvement project. The student answers out loud, and the report below scores the station on 8 skills and shows a stronger version of the answer.
Feedback report
Nearly ready
Warm and clear. Your project answer had no result and no numbers yet: lead with what changed.
- Content & structure3 of 5
- Specialty + program fit4 of 5
- Communication4 of 5
- Interpersonal/
teamwork 4 of 5 - Insight/
self-reflection 3 of 5 - Professionalism & ethics5 of 5
- Questions asked3 of 5
- Red-flag handlingN/A
I collected the data for a quality-improvement project on sepsis at [hospital]. We asked whether a nurse-led alert could shorten the time to first antibiotics, and over [number] months it fell from [__] to [__] minutes. Next, I would [one next step].
Pace 138 words a minuteAverage answer 1 min 50 sReplay for 14 days
How it works
Three steps from your application to your first report.
Tell it about you
Once you have credits, upload your ERAS application PDF and we fill in your profile. Or type it in yourself. Add your personal statement and exams.
- Experiences, research and hobbies, from your PDF
- Personal statement
- Exams and your path so far
The PDF is deleted when you confirm your profile.
Plan a day and interview
Pick a specialty, a program and how tough the interviewers are. Then talk with each of them out loud, 15 minutes each.
FriendlyStandardTough- Program Director 15 min
- Faculty 15 min
- Chief Resident 15 min
- Ethics & Situations, if you like 15 min
Read your report, then go again
Scores on up to 8 skills, what interviewers listen for, and stronger versions of your weakest answers. Your progress shows from one day to the next.
- Day 1Keep practicing
- Day 2Nearly ready
- Day 3Ready
Example of a fictional student’s days. Your progress may differ.
Built for residency interviews, not general chat
The same answer can get two very different replies.
“I worked on a sepsis project during my rotation, and it went really well.”
“That sounds great! A project like that shows real initiative.”
Kind, but you learn nothing, and it moves on.
“What did you find, and what would you do next?”
The follow-up a real interviewer asks. Then your report says:
This answer2 of 5
What interviewers listen for- Explain the project’s question and what you found in plain words.
- State your own part exactly, so it matches your application and the author list.
We wrote the chatbot’s reply to show a common pattern; the MatchMind AI follow-up is a real question from our question bank.
| What it does | A general voice chatbot | MatchMind AI |
|---|---|---|
| Reads your application and personal statement first | Not built in | Built in |
| Uses program facts we prepared (Internal Medicine, Family Medicine and Psychiatry today; other specialties get a general program) and is instructed to stick to them | Not built in | Built in |
| A real interview day: Program Director, Faculty, Chief Resident, Ethics | Not built in | Built in |
| Follows up when an answer is vague | Not built in | Built in |
| Doesn’t coach you in the middle of the interview | Not built in | Built in |
| Scores every answer, and up to 8 interview skills for each station | Not built in | Built in |
| Rewrites weak answers using only your own facts | Not built in | Built in |
| Shows your progress from one interview day to the next | Not built in | Built in |
| Built not to ask what programs may not ask, like your age or family plans | Not built in | Built in |
“Not built in” means a general chatbot does not do this unless you set it up yourself.
Your interview day
Four kinds of interviewers, 15 minutes each, played by 12 fictional voices with different accents.
Program Director
Your story, why this specialty and why this program.
“What draws you to our program, and to training in this part of the country?”
Faculty
Your experiences, research and real cases.
“Tell me about a patient you still think about, and why they’ve stayed with you.”
Chief Resident
Teamwork, stress and residency life.
“It’s late afternoon. You have three notes left, two admissions coming, and sign-out in an hour. Walk me through what you do.”
Ethics & Situations Optional
Hard calls you could face as a resident.
“A patient’s son pulls you aside and asks you not to tell his father that the biopsy shows cancer. What do you do?”
- Friendly, Standard or Tough: you choose how hard they push.
- Interviewers use program facts we prepared, without naming the program.
- When you ask them questions, they answer from those facts or say who would know.
- Panel interview: the Program Director and a Faculty member together, 25 minutes.
Good to know
Do I need a laptop?
For interviews, yes: a laptop or desktop computer with a microphone. You can create your account and read your feedback on a phone.
Is the interviewer a real person?
No. The interviewers are AI voices playing fictional faculty and residents. Before you start, they read the profile you give them.
Which specialties can I practice?
Internal Medicine, Family Medicine and Psychiatry, with facts we prepared about the program you pick. 26 more specialties and one-year programs, such as Preliminary Medicine and Transitional Year, use a general program.
How long is an interview?
Each station lasts up to 15 minutes. A full interview day is three stations: Program Director, Faculty and Chief Resident. Ethics & Situations is an optional fourth station; it uses ethics credits, which come with the larger packs.
How do credits work?
After you create your account, you choose a credit pack. One credit is one 15-minute station. Credits can be used until March 3, 2027 at 9:00 pm ET, and all sales are final.
What happens to my application and recordings?
Your ERAS PDF is read to fill in your profile, then deleted when you confirm it. You can replay each interview for 14 days. We never sell your data, and you can delete your account at any time.
Will it predict my Match?
No. It is practice. AI feedback can be wrong, and nothing here predicts interview offers or Match results.
Start practicing
It takes a minute: we email you a link to set your password. You choose a credit pack after.
Create your account
Interviews run on a laptop or desktop computer with a microphone. Phones and tablets are not supported.
MatchMind AI by Brooklyn USCE is practice: AI feedback can be wrong, and nothing here predicts interview offers or Match results. Program facts are summaries we prepared and may be incomplete or out of date. We are not affiliated with or endorsed by the NRMP, ERAS, the AAMC, ECFMG, the ACGME, the USMLE program (FSMB and NBME) or any residency program. All names are trademarks of their owners.