Skip to main content

Hiring insights for teams worldwide

The CV Screening Lab

Research, benchmarks, and practical guides on explainable CV screening and connected hiring workflows. Built for teams who need more than another pile of generic recruitment tips.

500

CVs per batch

4

action buckets

Human

review stays with your team

Featured research

Recruitment Process Steps: A UK Guide for Small Employers

The 9 steps of a UK recruitment process, who does each one, and the legal checks at each stage: from defining the role to the written statement on day one.

Published 27 October 202610 min readDan Vernon
Read the guide

What this hub helps you answer

  • Which AI CV screening tools fit high-volume hiring workflows?
  • How do you keep automated screening explainable?
  • What does manual CV review really cost per role?

Product note

Marxel turns a job brief into reviewable screening criteria, then screens up to 500 CVs with reasoning for every bucket.

Latest thinking

New and recently useful

Evergreen guides stay useful when they are reviewed, sharpened, and connected to the product workflow.

Put the research to work

Screen your next CV batch with reviewable screening criteria.

Upload a job description, confirm the criteria, and get a shortlist with reasoning behind every decision.

Start free screening