FEATURES

See the evidence behind every application

Review AI-created and AI-enhanced CVs in one job dashboard. See overall match, skills and experience coverage, seniority and review findings, with applications grouped to help you decide where to start.

fairsort job dashboard showing applications grouped by match strength with scores, coverage, seniority and findings

EVIDENCE AGAINST REQUIREMENTS

See what supports each application

Go beyond the overall match score by opening each CV to see confirmed requirement matches and the exact supporting excerpts. The score helps you scan, while the evidence helps you understand what supports it.

Evidence panel showing confirmed requirement matches and exact supporting excerpts from a CV

GROUPED BY EVIDENCE

Decide where to start

Applications are grouped into Strong Match, Potential Match and Weak Match. Each card shows overall match, seniority, skills and experience coverage and any findings. Use this to decide where to review first; fairsort does not make the hiring decision.

CV cards in Strong Match and Potential Match groups showing scores, coverage and findings

POSSIBLE MANIPULATION WARNINGS

Spot possible attempts to influence automated review

fairsort shows a warning when a CV may contain content intended to influence automated evaluation, together with the text that triggered the finding. A warning is not proof of AI use or intent, does not change the application's group and never rejects a candidate.

Warning panel showing ATS and ranking instructions found in a CV

SHORTLISTING

Build your shortlist as you review

Shortlist a candidate or mark the application as rejected after reviewing the CV, Summary and Evidence. Add notes to record your reasoning so the decision remains clear as the hiring process moves forward.

Decision dialog showing options to add a CV to the shortlist or mark it as rejected

ON-DEMAND CANDIDATE BRIEFS

Generate a deeper review when you need it

Generate a Candidate Brief on demand for a selected CV. It gives you an executive summary alongside the Evidence tab to support closer review. It does not rank candidates or decide who should progress.

Candidate Brief tab showing an executive summary beside the Evidence tab

DIRECT CV UPLOAD

Upload the CVs you already have

Upload PDF, Word, RTF, text or ODT files directly. fairsort prepares them for review and flags anything that may need your attention, without requiring a full ATS.

Upload CVs dialog listing PDF, Word, RTF, text and ODT formats

GET STARTED FOR FREE

Ready to review AI-enhanced CVs with clearer evidence?

Start with Pay As You Go to review CVs against your job requirements. See the evidence, review possible manipulation warnings and stay in control of every decision. There is no monthly fee.