Evidence-backed resume alignment before you apply

One resume. Every role.
Perfectly aligned.

Paste any job description. ClearFit shows you exactly which lines on your resume already match, which need rewording, and which gaps to bridge — so the alignment is perfectly clear without inventing experience you don't have.

Good morning, James.
3 active analyses · 12 pivots saved
06:42 · THU
Coverage
18of 23
Wording ready
5
Pivots applied
42
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Director of Operations
LOGISTICS CO. · 2H AGO
6 of 7
Senior Product Manager
STRIPE · YESTERDAY
7 of 8
VP Customer Success
LINEAR · 3D AGO
4 of 7

Use ClearFit when you're asking how to put military experience on a civilian resume, when a career-changer resume needs cleaner role language, or when you need a resume-to-job-description match that you can explain in an interview. The goal is resume clarity: keep the facts, surface the evidence, and make the alignment easy for a recruiter to see.

ClearFit is built for the moment when you know the work is real but the wording is getting in the way. It helps identify which resume lines to reword, which requirements already match, and where a bridge is honest instead of forced. You're not underqualified, you're mistranslated — and the rewrite should prove fit without pretending.

Trusted by candidates applying to
The signature interaction

Your resume.
Read against the role.

ClearFit reads both sides of the match: the job posting on the left, your resume on the right. The skills in the middle aren't invented — every one of them traces back to a specific bullet on your resume.

Full sample JD
Job description

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Coverage
0of 6
Must-haves covered from your resume

Hover any skill to see exactly which bullet in your resume proves it.

Your resumePRIMARY · 2026
James Carter
james@email.com · linkedin.com/in/jcarter
Experience
Operations Lead — Logistics Co.2022 – PRESENT
  • Led a 14-person operations team, owning weekly delivery cadence and team performance reviewsEVIDENCE
  • Managed a 47-vehicle fleet and 12 mechanics across two shifts, hitting 97% uptimeEVIDENCE
  • Negotiated 3-year contracts with 8 vendor partners, reducing parts cost 14%EVIDENCE
Operations Manager — Prior Role2019 – 2022
  • Owned $1.8M maintenance budget with quarterly variance reportingBRIDGE
  • Coordinated with supply, transport, and finance teams on weekly planningEVIDENCE
  • Trained 6 new managers on operational reporting standards

One primary resume.
Aligned to operations.

ClearFit builds a complete role-aligned resume, not a pile of loose rewrites. Every source role and bullet stays accounted for; only source-verified wording can replace the original.

Aligned for Director of Operations
+4 edits0 facts invented
Source receipt verified

6 of 6 employment bullets accounted for · 0 unsupported claims applied · evidence fit unchanged

Maria Vasquez
maria.v@email.com · linkedin.com/in/mariavasquez · San Antonio, TX
Experience
District Shift Manager — Quick-service restaurant2022 - PRESENT
  • Managed daily operations across multiple shifts for a 14-person team at a $2.4M-revenue location; owned scheduling, cost controls, and labor targets.REWORDED
  • Drove a 34% improvement in operational throughput through a structured workflow program across 8 functional stations.REWORDED
  • Trained 6 new hires per quarter, with 4 promoted to shift lead within 12 months.
Assistant Manager — Quick-service restaurant2019 - 2022
  • Implemented real-time order management for 2,400 daily transactions, reducing operational idle time by 19%.REWORDED
  • Coordinated with delivery, front-of-house, and supply on weekly planning.
  • Owned end-to-end customer experience across two service channels, lifting weekly customer satisfaction from 41% to 58%.REWORDED
★ Built for veterans

From MOS 25B to Senior SRE.
Without losing what matters.

ClearFit speaks fluent military. We translate every MOS code, every rank, every "fire team" and "battle rhythm" into the civilian language that hiring managers actually parse — without erasing the experience that earned them.

Explore U.S. Department of Labor veteran career resources ↗
DD-214 · Service Record
U.S. Army · 8 years active duty
VERIFIED
SGT. JAMES CARTER · MOS 25B · INFORMATION TECHNOLOGY SPECIALIST
FORT GORDON, GA · 2016 – 2024 · HONORABLE
Duty Assignments
25BLed fire team of 8 across SIPR/NIPR network operations; sustained 99.97% MISSION READINESS over 24-month deployment cycle.
25BNCOIC for tactical comms during JRTC rotations; planned and executed SATCOM link operations.
25BConducted PMCS on Class IX equipment valued at $2.4M; zero deadline events across 18-month rating period.
Awards & Decorations
Army Commendation Medal · Joint Service Achievement · Good Conduct (3rd)
DEPT. OF DEFENSE
DD-214
CERTIFIED
ClearFit Translates
324MOS codes recognized
James CarterVeteran
jcarter@email.com · linkedin.com/in/jcarter · Atlanta, GA
Senior SRE / Network Engineer · 8 years operating mission-critical infrastructure with sub-second uptime requirements.
Experience
Senior Network Operations Engineer · U.S. Army
2016 — 2024
Led 8-person network operations team running classified and unclassified production networks; held 99.97% uptime SLA over a 2-year mission window.
Tech lead for tactical comms during multi-week field exercises; designed and operated satellite link infrastructure under production constraints.
Owned preventive maintenance and parts lifecycle for $2.4M of network hardware; zero downtime incidents during 18-month review period.
MOS Translator
Every Army, Marine, Navy, Air Force, Space Force, and Coast Guard occupational code recognized by the engine.
324 codes
Jargon Detector
Catches PMCS, NCOIC, JRTC, OPORD and other acronyms before recruiters auto-reject your resume.
Jargon detected
Translation Audit
Every rewrite preserves the original fact. We never invent skills, certifications, or experience you didn't earn.
Zero fabrication
MR
★ Real pivot · March 2026

“I knew I could do the work. I didn't know how to talk about it. ClearFit didn't change my story — it just told it in the language the people hiring actually understood.”

Marcus R.12 yrs construction foreman → junior software engineer · Atlanta, GA · +$38K comp lift

Built for honest pivots

The hardest pivots.
Same engine.

“I didn't need a new story. I needed the right language for the work I had already done.”

ClearFit keeps every suggestion anchored to the resume, then translates the evidence for the role you're targeting.

0
Resumes ever fabricated

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