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 .

Product Marketing

Exa · San Francisco, California

At Exa, we're building a next-generation AI search engine—one that outperforms Google for power users. We help people find the information they can’t get anywhere else: https://exa.ai/websets

We're an SF team of ~80 from Harvard, MIT, Google, Apple etc. We recently raised a Series B from Benchmark, and we are rapidly building the most intelligent search engine in history.

The Role

As Exa's Product Marketer, you'll own how we position, launch, and tell the story of our products to developers and enterprise buyers. You'll craft the narrative that makes Exa the defining brand in AI search — through product launches, campaigns, demos, and moments that cut through the noise. This role blends strategic thinking with hands-on execution across every surface where our brand lives.

What You'll Do

- Own product positioning — translate Exa's technical capabilities into clear, compelling narratives that resonate with both developers and Enterprise executives

- Lead GTM strategy for product launches - coordinating across product, eng, sales, and marketing to ensure maximum impact

- Run campaigns across digital, social, and brand channels — plan and execute launches that land and create momentum, especially on X and LinkedIn

- Create high-quality content — technical blog posts, product demos, podcasts, and thought leadership that builds credibility with technical audiences

- Brand development — from billboards to viral campaigns, architect the moves that turn Exa into a household name.

- Collaborate closely with Product to prioritize feature development based on market insight, and ensure new features are packaged with clear value propositions to ICPs and buyer personas.

- Plan product-centric sessions and demos for events and conferences, showcasing Exa's latest innovations to the developer community and enterprise prospects

What We're Looking For

- Experience in product marketing for technical products — you know how to market to developers and technical buyers

- You've launched products and run campaigns end-to-end, from identifying ICPs and positioning to content and launch execution

- Taste — you know what great looks like and you hold yourself to that standard

- Technical storytelling - the ability to turn complex concepts into narratives that resonate

- Experience creating content for technical and enterprise audiences (blogs, demos, one-pagers, videos, podcasts)

- You use AI tools to accelerate your own work and you're comfortable in conversations with technical stakeholders

- Comfortable with ambiguity, fast-moving priorities, and building from scratch

- Strong communicator who earns trust with senior stakeholders across product, research, and sales

- You care deeply about building perfect search and are excited about advocating for Exa :)