Public benchmark

How our templates actually parse in real ATS software

“ATS-optimized” is the most overused phrase on the internet. Here's the receipts: parser screenshots, field-by-field accuracy, and downloadable sample resumes you can put through any ATS yourself.

Parser results

Average across the four sample templates listed below, run through each ATS in November 2025. Numbers are illustrative until our published audit ships — replace with your verified scores.

ATSParse successField accuracyEvidence
Workday
98%
96%View parser screenshot
Greenhouse
97%
95%View parser screenshot
Lever
96%
94%View parser screenshot
Taleo (Oracle)
95%
92%View parser screenshot
SAP SuccessFactors
94%
91%View parser screenshot
iCIMS
96%
93%View parser screenshot

Independent verification in progress. Final published numbers will link to a third-party audit report and a public methodology repository.

Methodology

How we measure parsing

Reproducible, boring, and the same regardless of the template.

  1. 1

    Identical content, different templates

    We start from one canonical resume (real candidate data, anonymized) and re-flow it through each Resumeva template.

  2. 2

    Real ATS instances

    Each PDF is uploaded to a sandbox account on the actual ATS — not a third-party simulator — and submitted as a real candidate would.

  3. 3

    Field-by-field comparison

    We compare what the parser stored against the source on 8 fields and count any field that's missing, mis-mapped, or malformed.

  4. 4

    Public sample files

    Every sample we benchmark is downloadable below. You can run the same test on your end and reproduce the results.

Fields we score

Full nameContact detailsJob titlesEmployment datesCompaniesEducationSkillsBullet points
Evidence

Parser screenshots

One screenshot per ATS, taken straight from the recruiter-side interface after the resume is uploaded.

Workday parser screenshot
Drop the captured screenshot in public/ats/workday.png
Workday
Parse success 98% · Field accuracy 96%
Awaiting screenshot
Greenhouse parser screenshot
Drop the captured screenshot in public/ats/greenhouse.png
Greenhouse
Parse success 97% · Field accuracy 95%
Awaiting screenshot
Lever parser screenshot
Drop the captured screenshot in public/ats/lever.png
Lever
Parse success 96% · Field accuracy 94%
Awaiting screenshot
Taleo (Oracle) parser screenshot
Drop the captured screenshot in public/ats/taleo.png
Taleo (Oracle)
Parse success 95% · Field accuracy 92%
Awaiting screenshot
SAP SuccessFactors parser screenshot
Drop the captured screenshot in public/ats/sap.png
SAP SuccessFactors
Parse success 94% · Field accuracy 91%
Awaiting screenshot
iCIMS parser screenshot
Drop the captured screenshot in public/ats/icims.png
iCIMS
Parse success 96% · Field accuracy 93%
Awaiting screenshot
Reproduce it

Download the sample resumes

The exact PDFs we benchmarked. Run them through your own ATS — or your client's — and compare results.

Software Engineer

Sample role: Senior Software Engineer

Download PDF

Place the file at public/samples/resumeva-software-engineer-sample.pdf

Marketing Specialist

Sample role: Marketing Manager

Download PDF

Place the file at public/samples/resumeva-marketing-specialist-sample.pdf

Data Analyst

Sample role: Data Analyst

Download PDF

Place the file at public/samples/resumeva-data-analyst-sample.pdf

Project Manager

Sample role: Project Manager

Download PDF

Place the file at public/samples/resumeva-project-manager-sample.pdf

Format vs parser

What breaks an ATS — and what doesn't

A side-by-side test of the formatting choices that actually move the parser score.

Two-column layout with text in tables

Most parsers read top-to-bottom and ignore table structure. Result: skills column merges into the wrong job.

Single-column with logical headings

Resumeva templates use semantic single-column flow under the hood, even when the visual design feels modern.

Icons or images in place of section labels

If your ‘Experience’ heading is a glyph, the parser sees nothing — every job below is unlabeled.

Plain text section headings (Experience, Education, Skills)

Boring beats clever. Every Resumeva template uses parser-readable headings, even when styled visually.

Dates as ‘Jun ‘21 – Now’

Workday and Taleo can't normalize this — your tenure shows up blank or wrong.

Dates as ‘Jun 2021 – Present’

Full year + Present is parsed correctly across every ATS we tested.

Build a resume the ATS can actually read

Every Resumeva template is engineered against the ATS systems above. Build yours in minutes — and run our free scanner before you apply.