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Recruitment software for teams processing CVs at volume

Turn CVs into structured candidate data, match them to jobs and present client-ready resumes

CVReaderPro gives recruitment agencies, ATS platforms, staffing firms and HR teams a web interface and API for parsing, matching and candidate presentation.

14-day trial · 200 credits included · No credit card required · PDF and DOCX CV parsing · REST API.

CV
Structured candidate data
96
structured fields
API
ATS integration
200 credits includedNo credit cardAPI and email workflows
Recruiter workspace showing a structured candidate profile with skills, experience and education.
96
fields ready to use

French-language interface preview with example candidate data.

Built for recruitment organizationsRecruitment agencies, staffing companies, ATS vendors, consulting firms and HR teams that process CVs regularly.
Interactive preview

Test our CV & Job Parsing in 1 click

Upload a CV or job posting and see how our AI instantly extracts structured data. No account needed for the simulation.

Simulation mode : This demo shows a simulated result. To get real structured data from your documents, create a free account and get 200 free credits to test the full API.

Upload a CV
Drag & drop or click to select a file
Drag your file here
or click to browse your files
PDFDOCDOCXTXT
This is a simulation. No credits usedThe demo shows a preview of structured results — no credits are deducted.. Sign up free to get 200 real credits
⚡

Result preview

Upload a document and click "View example result"

Full platform

Everything you need to qualify, compare, and use every application

See the key workflow steps: parsing, structuring, job analysis, matching, and operational use.

These product interface screenshots are in French; the candidate details shown are examples.

CV import

Upload a CV through the interface without writing code, or receive it through your usual workflows; the engine creates a usable candidate record.

Explore CV screening without code
Manual upload or dedicated email intake
PDF, Word, text, and complex file formats
Normalized candidate base from the start
CV import in CVReaderPro

Detailed job analysis

The interface structures job requirements so they can be compared with candidate profile data in the matching workflow.

Reference, location, contract, and salary structured
Skills and role criteria detected
Clean base for scoring and shortlists
Detailed view of an analyzed job posting

Operational exports ready to use

Extracted data stays readable for your teams and easy to use in spreadsheets, dashboards, and internal tools.

Consistent columns for Excel and Sheets
Consolidated, cleaned, and sortable values
Visible parsing confidence for review
CSV export of structured CV data

JSON API for integrations

Expose results in your ATS or HR stack with structured JSON responses and automatable workflows.

Explore the CV parsing API
JSON ready for your backend
API-driven processing chains
Interoperability with ATS, CRM, and HR tools
Structured JSON produced by CVReaderPro

Hybrid CV parsing

Choose the parsing depth each document needs

Not every CV needs an AI model call. Deterministic parsing handles standard extraction; AI modes add context when the document and workflow call for it.

ModeCredits / CVFieldsExtractionTypical use
Rule-Based156DeterministicVolume and ATS ingestion
AI 56356Context-awareComplex CVs and candidate search
AI 96596Deeper contextDetailed candidate records

The number of populated fields depends on the information available in each CV.

Workflow

Parse → Structure → Match → Present

CVs and job descriptions move through a clear process adapted to your team's workflow.

01

Parse

CVs and job descriptions enter through upload, email, or API without forcing your teams to change their habits immediately.

Explore Rule-Based CV parsing
02

Structure

The engine turns documents into clean, consistent, and sortable records based on practical criteria.

Explore the CV parsing API
03

Match

Matching compares structured candidate skills and experience with job requirements; returned components depend on available data and the request.

Explore CV/job matching
04

Present

Exportable, branded, anonymized results that can be integrated into your ATS depending on your automation level.

Explore company CV templates

Product screenshots are shown in French; candidate details and matching values are sample data, not customer outcomes or performance benchmarks.

CV-to-job matching

Compare candidate profiles with job criteria

Compare structured CV and job data, then review the total match score and the components returned for the available data. Recruiters review the CV and role requirements before deciding how to proceed.

Compare job requirements with structured candidate data
Review the total score and its available components
A recruiter reviews the CV and role criteria before making a hiring decision
See how CV/job matching works
CVReaderPro matching results screen with candidates and score components for experience, skills, education and distance.
Creating a new job posting in CVReaderPro
Branding and distribution

Prepare candidate CVs in your company template

Choose a template layout and configure its branding and section order to prepare candidate documents for client, manager or committee review.

Template layout configuration in CVReaderPro
Branding configuration for a CV template

Branding

Visibility settings for CV template sections

Sections

CV template selection in CVReaderPro

Templates

Preview of a candidate CV laid out with a company template.

Present CVs in your company format

Configure a company template with a layout, logo, colors, signature and section order, then use it to prepare candidate CVs for presentation.

Layout, logo, colors, and signature choices
Section order adjustable to your method
Clean final document for clients, managers, or committees
Explore company CV templates
Use cases

A platform built for teams that handle a lot of applications

CVReaderPro helps ATS vendors, recruitment agencies, staffing firms, and HR teams structure CVs and compare candidate profiles with job requirements.

ATS and HR vendors

Add parsing, matching, and normalization directly into your product.

API integration
Standardized processing chains
Clean data for your workflows

Recruitment agencies

Compare candidate profiles with job criteria and prepare consistent CVs to share with clients.

CV-to-job comparison
Rebranded CVs
CV exports for clients

Staffing firms

Compare consultant profiles with assignment requirements to review relevant skills against each role.

Skill search
Relevance ranking
Consistent profile presentation

Internal HR teams

Review candidate profiles and job requirements in a consistent format.

Structured candidate profiles
Profile data alongside job criteria
Consistent application review
Product workflow

Review matching data and keep the recruiter in control

See what a matching response can contain and how your team can review candidate data before sharing it.

Candidate details such as names and contact information can be masked in CV templates before sharing.
Matching responses can include a total score and separate components; which components appear depends on the data and request.
A recruiter reviews the CV and role criteria and makes the hiring decision; the score supports that review.

From CV data to ATS integration

CV

Structure candidate profiles

Extract useful information and organize it into profiles your team can review.

Job

Structure job criteria

Organize skills and role requirements to support candidate review.

ATS

Send results to your tools

Share parsing and matching data through exports, the API, or webhooks.

Review data handling and matching

Read the published privacy information, see which match-score components are documented, and review integration controls before rollout.

Read trust and data-handling details

Ready to automate your application processing?

Built for recruitment teamsAPI and no-code workflowsUp to 96 fieldsREST API & Webhooks200 free credits
Start free — 200 credits included

200 credits included · No credit card required

High CV volume or ATS/API integration? Book a demo
Pricing

Plans for recruitment teams and CV volumes

Essential

Essential

€ 1,990
per year · excl. VAT
15,000 credits included · 50 active offers
  • ✓Standard parsing (1 credit)
  • ✓Advanced AI mode (3 credits)
  • ✓56-field extraction
  • ✓Email support
Try for free
★ Recommended

Business

€ 4,990
per year · excl. VAT
36,000 credits included · 250 active offers
  • ✓Everything in Essential
  • ✓96-field extraction
  • ✓Expert AI mode (5 credits)
  • ✓CV-Job matching
  • ✓Automated scoring
  • ✓Priority support
Try for free
Enterprise

Enterprise

Starting at€ 11,900
per year · excl. VAT
90,000 credits included · Unlimited offers
  • ✓Everything in Business
  • ✓CV anonymization
  • ✓Branded CV generation
  • ✓Dedicated support
Book a demo
Extensionsavailable on Essential and Business plans
+100 active offers + 10,000 credits
Additional matching and parsing capacity in one annual pack
€990 /yr
FAQ

Frequently asked questions about CVReaderPro

Find practical answers about parsing, matching, integrations, security, and pricing.

Is CVReaderPro only a CV parser?

No. Parsing is only the first step. The platform also adds job structuring, matching, ranking, exports, and candidate presentation customization.

Which file formats can I process?

The public demo accepts common formats such as PDF, DOC, DOCX, and TXT. In real usage, the platform is built to handle a wider range of documents and workflows.

Can I try the platform without a credit card?

Yes. The free trial starts with 200 credits included, no credit card required, so you can test parsing, exports, and the first integration paths.

Does matching rely only on keywords?

No. The goal is to compare skills, experience, and job criteria in a way that is more readable than a raw keyword filter.

What are rebranded CVs for?

They let you distribute candidate profiles using your own layout, structure, and level of detail without manually reformatting every application.

Can I integrate CVReaderPro with my ATS?

Yes. The platform is designed for API usage and structured exports to feed an ATS, a recruitment CRM, or an internal HR workflow.