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 .

Chief of Staff

Superpower · San Francisco

This is one of the most important roles within the company. As Chief of Staff, you will work closely with the CEO across many of the most important business functions – strategy, recruiting, operations, fundraising, culture, and more. We’re willing to take 6 months to find the right person for this role, and want to make sure that we are incredibly aligned.


We're looking for traits rather than credentials. These include:

  • Strong taste

  • High IQ (>130)

  • High EQ

  • Low or medium ego

  • High ambition

  • Strategically sharp

  • Brilliant writing skills

  • Extremely reliable

  • Strong talent radar

  • Great cringe radar

  • Passion for health


Your role as Chief of Staff extends many of the CEO's roles as a founder. As a result, the bar is high. We care more about who you are than what you have done. We believe in potential more than credentials. Whilst we don’t have requirements around years of experience, I do believe that just about each of the above criteria should be met.


People who are suited to this role might have a background in venture capital or as a founder. You are likely conscientious, have high attention to detail, great people skills, and a strong intuition, particularly when it comes to identifying talent and understanding people. You are likely a strong communicator, both written and verbal, and can represent the company the way the CEO would. Importantly, you likely have good taste, are aesthetically inclined, and can effectively make decisions that required subjective or intuitive judgments.


An effective CoS will take over entire parts of the CEO's job and do them as or more effectively than he can. Such a CoS will be highly reliable, manage up, and level up the quality of the CEO's execution and the execution of the entire company.


Your role will change often, depending on where the biggest gaps are within the company and areas where you should focus. In particular, your role might include:

  1. Recruiting

  2. Investor relations

  3. Internal comms

  4. Brand

  5. Culture

  6. Special projects

  7. Modeling and analytics

  8. Company goal-setting


You can find more about us below:


We’re proud to be a global team and welcome talent from around the world. We offer visa sponsorship and can support relocation to the United States for the right candidates. Much of our team is international, and we’re committed to building a team of top-tier talent.

Investors

Cementing the opportunity

Company Philosophies

  • We are all here to genuinely do our life’s best work.

  • Insanely high talent bar, never settling. A players only (see steve jobs)

  • We live to work as much as we work to live. But we sustainably espouse the superpower ethos of putting health first.

  • We aim to set the gold standard for team health culture on the planet - live the ethos!

🧡Culture at Superpower