What is a resume parser and how does it work?

A resume parser is a tool that automatically reads a PDF resume and extracts structured data from it — including name, email, phone number, skills, work experience, and education. CandiRank's parser uses AI to understand resume layouts and pull out information accurately, even from complex formats.

Is the resume parser really free?

Yes. CandiRank's resume parser is completely free to start — you get 10 free resume parses when you sign up, with no credit card required. After that, you can purchase additional parse credits starting from just $5 for 100 parses.

What file formats does the resume parser support?

CandiRank's resume parser supports PDF files. PDF is the industry standard format for resumes. If you have resumes in Word (.docx) format, please convert them to PDF first before uploading.

What data does the resume parser extract?

The parser extracts: full name, email address, phone number, location, professional skills (as a list), work experience (company names, job titles, dates), education (degrees, institutions, graduation years), and a career summary. All data is returned in structured format and can be downloaded as Excel.

Can I export parsed resume data to Excel?

Yes. After parsing, you can click the 'Export to Excel' button to download a formatted .xlsx file containing all extracted data. This is perfect for building candidate databases or importing into HR systems.

How accurate is the resume parser?

CandiRank uses a 3-tier PDF extraction system (pypdfium2, pdfplumber, PyPDF2) for maximum text accuracy, combined with AI for intelligent data recognition. Accuracy is typically 95%+ for standard resume formats. Complex or heavily formatted PDFs may have slightly lower accuracy.

Free · 10 Parses · Excel Export

Extract Resume Data & Export to Excel

Upload a PDF resume, get structured Excel file with names, emails, phones, skills, experience. Perfect for ATS import and recruiting workflows.

3s parsing

Excel ready

98% accurate

Start Free — Get 10 Parses

No credit card • 30 seconds setup

John_Doe_parsed.xlsx

Field Value

Full Name John Doe

Email [email protected]

Phone +1 555-1234

Experience 8 years

Skills Python, React, AWS...

No Installation

100% Secure

Excel Export

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10 Free Parses • No Credit Card • Instant Access

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How It Works — 3 Simple Steps

From PDF to Excel in seconds

Upload Resume PDF

Drag & drop or click to select. Any resume format works — traditional, modern, or creative.

AI Processes Data

Advanced AI extracts contact info, skills, experience, and education in 2-3 seconds.

Download Excel File

Get clean .xlsx with proper columns ready for your ATS, database, or spreadsheet.

5-10 min

3 sec

That's a 100x Speed Improvement

Over Manual Data Entry

Process 100 resumes

In just 5 minutes with our parser

Manual entry takes

16+ hours of tedious work

Extract Resume Data & Export to Excel

Ready to Parse Your First Resume?

Extracted Data

Need to Screen 100+ Resumes at Once?

You've Used All Free Parses

How It Works — 3 Simple Steps

Upload Resume PDF

AI Processes Data

Download Excel File

That's a 100x Speed Improvement

FAQ

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