Resume Analysis & Gating

Parse every CV, match with cited evidence

Ployo's resume engine reads any CV format, extracts the data that matters, and matches it to your role's requirements with the exact line from the CV as evidence, so you can pre-qualify the pipeline before anyone sits an interview.

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Ployo platform data
30,000+

AI Interviews Completed

340,000+

Candidate Answers Graded

70%+

Interview Completion Rate

15,000+

Recruiter Hours Saved

Illustrative
CV parsed and matched against role requirements, gaps flagged before invite
1The parsed CV
2Confirmed on the CV
3Unconfirmed, needs asking
4Not on the CV at all
02 / Resume Analysis & Gating
01

CV parsing for every format

PDF, DOCX, scanned image, text pasted into the body of an email, Ployo extracts skills, experience, education, certifications, dates, and disqualifier signals. No template requirements, no broken imports. Even messy hiring-manager-forwarded CVs in tables parse cleanly.

02

Requirements matching with cited evidence

Compare every CV against your role's requirements and preferences. Each match comes with the exact line from the CV in italic monospace, never trust a black-box verdict. Surface the right candidates immediately and skip keyword-only ATS guesswork.

03

Structured profile, ready for review

Years of experience, top skills, education, location, certifications, work history, auto-extracted and ready in the recruiter dashboard within seconds of upload. Searchable across the entire pipeline.

04

Catch what keyword filters miss

Traditional ATS keyword filtering rejects candidates who phrase things differently. Ployo's match engine understands semantics: a CV that says "supported clients with complex needs in a group home" matches a "disability support experience" requirement. Strong candidates with non-traditional CV writing stop getting auto-rejected.

03 / Parse & Match
A
What recruiters see

Every CV pre-qualified with cited evidence. No more scrolling 1,000 resumes hoping to spot a fit.

  • Sorted shortlist with matched requirements per candidate
  • One-click into the source CV for any quote
  • Override match decisions with full audit trail
01
B
What hiring managers see

Only candidates who clear your requirements. Each one carries the CV evidence behind every match.

  • Match panel with cited quotes per requirement
  • Honest "not found" flags on missing requirements
  • Compare CV claims to interview transcript signals
02
04 / Features
01
What about creative or non-standard CVs?

Ployo handles them better than ATS keyword filters. The match engine reads semantics, not keywords, a candidate who wrote "supported clients with complex needs in a group home" matches a "disability support experience" requirement. Strong candidates with unusual CV formatting stop getting auto-rejected.

02
Won't keyword matches throw false positives?

That's the point of cited evidence. Every requirement match shows the exact CV line that justified it. If the line doesn't justify the match, you reject the match with one click. The ATS-keyword-roulette problem is structurally solved.

A recruiter at her desk watching a candidate interview back on a laptop, pen in hand
The other half of the interview: the recruiter deciding what to do with it. Ployo hands over the recording, the transcript and the per-requirement verdict, so the call can be checked rather than trusted.
05 / Features

Frequently asked

01What CV formats does Ployo accept?

PDF (incl. scanned), DOCX, plain text, RTF, and text pasted directly into an application form. Ployo also extracts CVs that are embedded as tables in DOCX files (a common failure mode of other parsers).

02How accurate is the parsing?

Above 95% on the core fields (name, role history, skills, education, contact) across diverse CV formats in pilots. Non-extracted fields are flagged so recruiters can fill in manually.

03Does it handle multilingual CVs?

Yes. Ployo parses CVs in 23 languages and matches against requirements written in any language (e.g. an English JD matched against a Spanish CV).

04What happens after parsing, does the candidate get an invite automatically?

It depends on your workflow. Parsing + requirement match always runs first, and any deal-breakers that fail outright on the CV are flagged before invite. How invites then go out, manual click-to-invite from the leaderboard, auto-dispatch on resume parse, threshold-based dispatch, or any custom rule, is configured per role with you during onboarding to match how your team hires.

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Resume Analysis & Gating

See it on one of your live roles

Book a Demo, a 30-minute call. We'll set Ployo up on a role you're hiring for right now and walk through the shortlist.

30-minute call · See Ployo on one of your live roles