Talent Summoner
  • Pricing
  • For Job Seekers
Talent Summoner

Ranking

The CV ranking tool that scores every CV against the same JD.

Paste the job description, upload the CVs you already have, and get an ordered list. Every candidate is read against the same requirements, so the tenth CV gets the same attention as the first.

See how ranking works in detail

What the ranking looks like

Every CV in the batch comes back in order, with a fit score and the specific reasons behind it. Strengths and concerns are both written out, so a low score is as explainable as a high one.

One score per candidate
Scored against the requirements taken from your job description, not against whoever else happens to be in the batch.
Strengths and concerns
Both sides in plain English, so you have something to argue with rather than a bare number.
The same bar for everyone
The last CV is read with the same attention as the first.
Ranking report
32 CVs analysed
Ranked by fit
1
Sarah Chen96
StrengthAll must-have skills confirmed with relevant fintech delivery.
ConcernNo Kubernetes experience shown on CV.
2
Marcus Liu87
StrengthStrong TypeScript and REST API track record.
ConcernReact depth needs confirming.
3
Aisha Rahman82
StrengthFull-stack delivery across regulated products.
ConcernAvailability is not stated.

What it does

What ranking covers

The files you already have

PDF, DOCX, Markdown, and plain text, up to 50 CVs in one batch.

Scanned CVs still work

When a PDF has no text layer, the text is read from the page images instead of the file being skipped.

One set of requirements

The job description is turned into a list of requirements, and every CV is scored against that same list.

Strengths and concerns

Each candidate gets a fit score plus the specific points for and against, written in plain English.

Grouped by role type

When a batch covers more than one kind of role, candidates are grouped so you compare like with like.

A report you can send on

The result is a report page you can share as a link or save as a PDF.

How it runs

From a pile of CVs to an ordered list

  1. 01

    Add the job description

    Type it, paste it, or upload the file.
  2. 02

    Upload the CVs

    Drag in up to 50 files at once.
  3. 03

    Wait for the scoring

    Each CV is read and scored against the requirements taken from the job description.
  4. 04

    Open the report

    Review the ranked list, then share the link or save it.
See how ranking works in detail

FAQ

Common questions

How many CVs can I do at once?

Up to 50 in a single batch.

Which file types work?

PDF, DOCX, Markdown, and plain text.

Does a scanned PDF work?

Yes. If there is no text layer, the text is read from the page images.

What if I do not have CVs yet?

Use sourcing instead. It finds candidates for you and ranks them the same way.

Rank the CVs you already have

Upload the applications sitting in your inbox and see them ordered against the role.

  • AI Candidate Sourcing
  • Candidate Ranking Report
  • AI Screening Notetaker
  • Cost of Vacancy Calculator
  • All Features
  • Sourcing
  • Ranking
  • Outreach
  • Reports
  • Screening
  • Healthcare
  • Finance
  • Information Technology
  • Startups
  • Education
  • Who it's for
  • Compare
  • IT Dog Jobs
  • Blog
  • Changelog
  • Customer Stories
  • recruit@talentsummoner.com
  • Leave A Message
  • LinkedIn
  • Cookie Policy
  • Privacy Policy
  • Terms of Service
Talent Summoner

Quality-first sourcing for founders and execs who want great candidates without recruiter overhead.
© 2026 Talent Summoner. All rights reserved. EA Licence No. 79497