Ranking Agent

Ranks every candidate against the five criteria in your ideal candidate profile, with a score and clear explanation of how well they match. No one is automatically rejected — you decide who makes it to the shortlist.

How it works

Every candidate, scored and ranked with precision

The Ranking Agent grades the long list before any outreach, then re-grades on the full CV the moment someone applies — same five criteria both times.

1

Five criteria in

JobIntel's five experience criteria arrive — one yardstick for every candidate, and yours to edit at any time.

2

First pass — public profile

Everyone on the Sourcing Agent's long list is scored from their public profile, so the list arrives ranked before you contact anyone.

3

Second pass — full CV

When a candidate applies — or the ATS Agent imports them — they're scored on the full CV. Deeper evidence; the CV score supersedes any profile score.

4

You stay in charge

Override any score, rewrite any justification, and the overall recalculates. Edit the criteria in JobIntel and the whole list re-ranks.

Adjusted by recruiter — visible on every override
The scorecard

A written reason behind every number.

Each criterion gets an absolute score out of 100 — measured against the role, not against the rest of the pool — with a justification quoting the evidence found in the CV. The five scores roll up into one Experience Score.

Disagree with any of it? Edit the score, rewrite the reason, and the Experience Score recalculates on the spot — the row is labeled "Adjusted by recruiter", so the change is never invisible.

  • Absolute against the role — scores don't shift with the pool
  • Rankings update in real time as candidates arrive and edits land
app.talentmesh.com — Candidate scorecard

Markus Schmidt

Second pass — scored on the full CV
Experience Score
78
90
Multi-entity group consolidation

Justification: Eight years running group consolidation at Nordvik Capital — the CV details monthly close across 12 entities in four countries.

Edit
75
ERP & finance systems implementation

Justification: Scoped the NetSuite rollout at Bridgefield; score raised after a reference confirmed he led the implementation end-to-end.

Adjusted by recruiter
Edit
60
Built and led group accounting teams

Justification: Led established teams at both firms — no evidence in the CV of building a team from the ground up.

Edit
+ 2 more criteria, each with a written reasonOverall recalculates with every edit

Every score has a written reason — and you can override both.

AI candidate scoring

How does AI candidate scoring work?

Most candidate assessment software scores relatively — each applicant is measured against the rest of the pool, so scores drift as new candidates arrive. TalentMesh scores absolutely: the Ranking Agent measures every candidate against the role itself.

Absolute, not relative

A 78 today is a 78 next week. Scores don't shift as candidates arrive, so early applicants and late ones are judged by the same bar.

Anchored to the role

The yardstick is JobIntel's ideal candidate profile — five criteria — not whoever happens to be in the pool.

Explainable, always

Every score carries a written reason a recruiter can read, check and override. Nothing is a black box.

The promise

Scored and ranked. Never automatically rejected.

Ranking is there to sharpen your judgment, not replace it. Three principles the agent always follows.

✓

Every applicant is scored

From the long list to the latest applicant, everyone is measured on the same five criteria — no thresholds, no silent filters.

✓

Low scores stay visible

A 60 doesn't vanish. It stays in the ranked list with its written reasons — ready to be re-read, or overridden.

✓

You make every call

The agent ranks; it never rejects. Advancing or passing on a candidate is a decision only you take.

Where it sits

Every candidate, ranked by the same standard.

Whether imported from your ATS or found by the Sourcing Agent, every candidate is evaluated against the same five criteria — giving you one clear, ranked view of your talent pool.

Upstream

Criteria & candidates

The five criteria from the JobIntel Agent — candidates from the Sourcing Agent's long list and the ATS Agent's imported applicants.

This agent

Ranking Agent

Scores every candidate on the five criteria — public profile first, full CV when they apply — and keeps the list ranked in real time.

Downstream

Your ranked shortlist

Every candidate in order, with reasons — and an Experience Score that feeds the Talent Score alongside the assessment results.

5criteria — the only yardstick used
2scoring passes — public profile, then full CV
0auto-rejections — every decision stays yours

From candidate pool to confident shortlist.

See who stands out, understand why, and decide who moves forward.