Key Takeaways

  • 75% of U.S. employers use automated applicant tracking systems to screen resumes before a human reviews them (Harvard Business School & Accenture, 2021)
  • The most common ATS failures are missing keywords, incompatible formatting, and incorrect file types
  • ResumeGeni scores your resume across 8 parsing layers — modeled on the same steps enterprise ATS platforms like Workday, Greenhouse, and Taleo use to evaluate candidates

How ATS Resume Scoring Works

Applicant tracking systems parse your resume into structured data — extracting your name, contact info, work history, skills, and education — then score how well that data matches the job requirements. Many ATS rejections happen because the parser couldn't extract critical fields, not because the candidate wasn't qualified.

LayerWhat It ChecksWhy It Matters
Document extractionFile format, encoding, readabilityCorrupted or image-only PDFs fail immediately
Layout analysisTables, columns, headers, footersMulti-column layouts break field extraction
Section detectionExperience, education, skills headingsNon-standard headings cause sections to be missed
Field mappingName, email, phone, dates, titlesMissing contact info is a common cause of immediate rejection
Keyword matchingJob-specific terms, skills, certificationsKeyword overlap affects recruiter search visibility and ATS scoring
Chronology checkDate ordering, gap detectionReverse-chronological order is expected by most ATS
QuantificationMetrics, numbers, measurable outcomesQuantified achievements help human reviewers and some scoring models
Confidence scoringOverall parse quality and completenessLow-confidence parses get deprioritized in results

Frequently Asked Questions

Is ResumeGeni free?
Yes. ResumeGeni is currently in beta — ATS analysis, scoring, and initial improvement suggestions are free with no signup required. Full guidance and saved reports may require a free account.
What file formats are supported?
PDF, DOCX, DOC, TXT, RTF, ODT, and Apple Pages. PDF and DOCX are recommended for best ATS compatibility.
How is the ATS score calculated?
Your resume is processed through an 8-layer parsing pipeline that extracts structured data the same way enterprise ATS platforms do. The score reflects how completely and accurately your resume can be parsed, plus how well your content matches common ATS ranking criteria.
Can ATS read PDF resumes?
Yes, but not all PDFs are equal. Text-based PDFs parse well. Image-only PDFs (scanned documents) and PDFs with complex tables or multi-column layouts often fail ATS parsing. Our analyzer will flag these issues.
How do I improve my ATS score?
Focus on three areas: use a clean single-column format, include keywords from the job description naturally in your experience bullets, and ensure all sections (contact, experience, education, skills) use standard headings.

ATS Guides & Resources

Built by engineers with 12 years of experience building enterprise hiring technology at ZipRecruiter. Last updated .

Freelance Writer - Bezzy

Rvohcontentfreelance · Remote- US, UK, CAN

The RVO Health portfolio helps nearly 100 million people a month seek health information, find doctors, save money, and effectively manage their health and wellbeing. Our family of industry-leading websites, products and services help guide consumers along the path to wellness by making healthcare easier to navigate, more accessible, and more affordable for everyone.

RVO Health features some of the largest and most relevant health information brands, each designed to serve a distinct health and wellness-seeking mindset in precise ways. 

Enter Bezzy.

Bezzy is a free online platform bringing new meaning to the word “community” for people with chronic conditions where:

  • everyone feels seen, valued, and understood

  • everyone’s story matters

  • shared vulnerability is the name of the game


We are looking for freelance writers with experience and/or expertise in the chronic condition space or a strong background in general health writing for a consumer audience. 

If you are interested in becoming a freelancer writer for Bezzy, please submit your resume/CV and 3 samples of relevant writing or a link to your online portfolio, highlighting any certification or personal experience with health content.

Pursuant to various state Fair Pay Acts, below is a summary of compensation for this position.

  • Compensation: starting at $150 USD/article

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We welcome all interested freelancers, but as we expect to receive a high number of responses, we are unable to provide individual feedback. Please also note that we cannot accept interest without either writing samples or a link to your online portfolio.

Our goal is to listen, engage, and activate voices to ensure that all identity groups and perspectives are represented in our work. Our aspiration is to have diverse partnerships at every level of the company, and we seek freelancers who bring unique personal experiences, curiosity and an eagerness to embrace diversity, equity, and inclusion.