For Residency and Fellowship Applicants

Know what the
committee sees
in your application.

Try PS Editor Try CV Optimizer Browse Resources

Developed from real selection committee experience. Committee-side perspective, not applicant assumptions.

MatchEdge tools showing ERAS CV and Personal Statement review ERAS CV EXPERIENCES ✓ Research Fellow Strong ! Volunteer Work Needs work ✓ Chief Resident Strong + Most Meaningful CV SCORE 8 / 11 rules passed Personal Statement 7-CRITERION SCORECARD Why specialty Strong Career trajectory Strong CV highlights Fixable Evidence shown Strong Personality Fixable Writing quality Strong Grammar Strong 5 Strong · 2 Fixable · 0 Missing Results in 60 seconds Committee-side framework See exactly what to fix and how Your story, expressed at its strongest
7
Criteria used to evaluate every personal statement
11
Free guides covering every stage of the match
<60s
Committee-grade PS feedback in under 60 seconds
2
AI-powered tools: PS Editor and CV Optimizer
What the tool does
Pinpoints exactly what is missing

The framework scores your draft against the criteria program directors use. You see which sections are strong, which need work, and a specific explanation for each.

How it helps you improve
Shows you how to say it better

For every weak section, the tool gives you concrete guidance on how to address it. Not vague suggestions. Specific direction tied to what the committee looks for.

What you get at the end
Your story, expressed at its strongest

You do the rewriting. The tool makes sure every word is working toward the criteria that actually decide who gets an interview.

Real results

0 of 7 to 5 of 7 Strong.
Same story. Five revisions.

A real residency personal statement run through the selection committee framework. This is what happened across five revision cycles using only the tool feedback. No outside help. No ghostwriter.

Before — v1
First submission
PS Editor scorecard showing 0 of 7 criteria Strong before revision

Generic opening, no patient scene, credentials buried, no career direction stated.

After — v6
Fifth revision
PS Editor scorecard showing 5 of 7 criteria Strong after revision

Compelling diagnostic scene, rare credentials surfaced, research trajectory clear, career direction Strong.

"The tool shows you what the committee looks for. You decide how to fix it. The result is yours."

Fellowship faculty member, residency and fellowship selection committee

Try the PS Editor
CV Optimizer

From weak entry to committee-ready.
Side by side.

The CV Optimizer reviews every experience entry against what program directors actually look for. Here is a real example of what it produces.

ERAS CV Optimizer — Example Output Internal Medicine Residency
Experience Entry: Research Fellowship
Needs Work
Original

Participated in research at a medical institution. Worked with the team on gastroenterology studies. Helped with data collection and analysis. Assisted with writing tasks. Learned about research methodology during this time.

Issues found: Passive language throughout. No named institution. No specific project or outcome. No ownership shown. Could describe any applicant.

Strong
Optimized

Conducted two systematic reviews and meta-analyses under faculty mentorship at a major academic medical center, completing both projects within two months despite having no prior research experience. Led data extraction, statistical analysis, and manuscript preparation. Both projects were accepted for presentation at Digestive Disease Week, the largest international GI conference, and manuscripts are currently under peer review.

What changed: Named institution type. Specific outcomes named. Ownership shown. Scale and timeline added. Rare credential surfaced.

Ownership Strong
Specificity Strong
Outcome Strong
Scale Strong
Try CV Optimizer

Example based on real CV Optimizer output. Your entries will be analyzed against the same criteria program directors use.

Resource Library

Everything you need to match.

Covers residency and fellowship applications across all specialties. Start with the topic most relevant to where you are right now.

ERAS

ERAS and Application

Timeline, checklist, CV tips, program selection strategy, and how to explain gaps or low scores.

2026 to 2027 ERAS Timeline and Calendar Preparing Your ERAS CV and Experiences How to Explain Gaps and Low Scores Try CV Optimizer Beta
Writing

Personal Statement

What program directors look for, common red flags, paragraph structure, and examples by specialty.

What Program Directors Look For Common Red Flags to Avoid Paragraph Structure and Unifying Theme Try PS Editor Beta
Interviews

Interview Preparation

How to prepare, behavioral questions, academic vs community framing, and virtual setup tips.

How to Prepare for Residency Interviews Common Interview Questions by Theme Academic vs Community Interview Framing
IMG

IMG Resources

Match strategy, USCE guide, ECFMG certification, the Why US paragraph, and common pitfalls.

IMG Match Strategy 2026 to 2027 US Clinical Experience Guide How to Write the Why US Paragraph
Match

Match Process and Timeline

How the NRMP algorithm works, rank order strategy, SOAP guide, and what to do if you don't match.

How the NRMP Algorithm Works Rank Order List Strategy What to Do If You Do Not Match
Blog

Free Guides and Blog

Long-form articles and specialty-specific guides, all from committee-side experience.

Browse All Articles Fellowship Matching Guides Specialty-Specific Resources

Strengthen your Personal Statement

Upload your draft. Get a scorecard against 7 criteria. See exactly which lines to fix and why. Results in under 60 seconds.

Try PS Editor

Optimize your ERAS Experiences

Upload your complete CV. Get a side-by-side review of every experience entry. Rated Strong, Needs Work, or Replace — with specific guidance on each.

Try CV Optimizer