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 .

Lead Product Designer

Forethought · San Francisco

Launched in 2018, Forethought offers the world’s most advanced AI agents for CX — enterprise-ready and built for every customer moment. Handling billions of monthly interactions for leading companies like Upwork, Grammarly, Airtable, and Datadog, Forethought’s AI agents think, act, and improve — delivering better customer experiences and scalable business impact.

As the Forethought Product Design Team, we are empowered to engage and inspire our users. We conduct user research and strive to rethink and redefine how users interact with Forethought’s brand and products. We design end-to-end AI-driven CS products that connect customers to live services and CS expertise with speed and accuracy.

The Lead Product Designer will lead various innovative initiatives and work with a cross-functional team to deliver a unique customer co-creation experience to accelerate the customer service product experience. In addition to effective product design leadership, The ideal candidate is a Design Thinking advocate who can help realize various creative product visions by being an effective, hands-on contributor to design projects.

What You'll Be Doing (Responsibilities): 
  • Lead a variety of projects and initiatives, helping define strategy and user experience vision through cross-functional collaboration and alignment
  • Conduct user research, present research findings, and craft end-to-end product  journeys and experiences that connect users with Forethought’s services and brands
  • Champion Design Thinking, educate cross-functional teams, and facilitate design workshops and co-creation sessions
  • Communicate design direction and intent with user insights, design rationales, and frameworks
  • Collaborate cross-functionally and balance engineering, customer, and product tradeoffs with user needs
  • Contribute to the design system and lead the look & feel and technical direction of the coherent product experiences
Who You Are (Skill): 
  • Bachelor’s or Master’s degree in Design, Human-Computer Interaction, Interaction Design, Communication Design, Visual Art, Computer Science, Psychology, Industrial Design, [Preferred]
  • 6+ years of professional experience in designing consumer or B2B or enterprise products [Required]
  • A designer with excellent visual skills and craft who obsesses over interaction details
  • A proactive and resourceful self-starter who thrives in ambiguity and can make decisions with imperfect data
  • Have exceptional “creative problem-solving”, initiative, and follow-through skills with the ability to think on your feet


The salary range, $170,000-$210,000, reflects the target for new hire salaries; final offers are tailored to the candidate's specific location, years of experience, and job-related competencies.

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