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 .

Customer Support Representative

AutoHDR · USA

saas AI/ML editing technical support onboarding responsive
Company Description

 

AutoHDR is an AI real estate photo editing platform. We launched less than a year ago and already edit 25% of U.S. real estate listings.

 

We’re building a category-defining product and looking for people who want to help us scale it fast. This is an early hire on a small team of A players changing the industry.

 

Role Description

 

We’re hiring a Customer Support Rep to own inbound support and make sure the product is delivered well to users.

 

This is not a passive support role. We want someone fast, sharp, calm under pressure, and great with people. Your job is to respond quickly, solve problems clearly, and make sure every customer gets the right outcome fast.

 

You’ll handle inbound questions, quality issues, flagged shoots, human edit requests, and account-related problems. You’ll also be responsible for spotting when something is actually a bug, a churn risk, a sales opportunity, or an onboarding issue, and routing it correctly.

 

We want someone who can think clearly, communicate well, and use judgment. You should be able to solve what can be solved, escalate what needs escalation, and always leave the customer feeling taken care of.

 

You should also be constantly thinking about how support can be faster, smarter, and more scalable over time.

 

Requirements

 

You love helping people and communicating clearly.

You are fast, organized, and highly responsive.

You have strong judgment and know how to solve problems without overcomplicating them.

You are high-agency and take ownership instead of waiting around.

You can stay calm under pressure and handle urgent issues well.

You pay close attention to detail and care about quality.

You are good at figuring out whether something is a support issue, a bug, a churn risk, or a sales opportunity.

You think in systems and naturally look for ways to improve workflows over time.

You are comfortable working quickly across inboxes, tickets, Slack, and internal tools.

 

Bonus if you:

 

Have worked in customer support, operations, or a fast-paced SaaS environment.

Have experience in real estate media or real estate photography.

Have experience handling quality control, escalations, or technical support.

Have used AI tools to improve workflows or automate repetitive wor