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Honest comparison

InTransparency vs JobTeaser vs Handshake vs LinkedIn vs Indeed

The five platforms universities and employers most often compare for entry-level hiring in Europe. Fact-by-fact, as of 2026-04-28. We mark where we're not a fit too — nothing hidden.

The status quo
Skills
Self-reported on a CV
Evidence
Keyword match on a document
Trust
No way to confirm what's claimed
Comparability
Grades incomparable across systems
InTransparency
Skills
Extracted by AI from real projects
Evidence
You see the actual work — code, theses, designs
Trust
A teacher’s evaluation, when the student asks
Comparability
Skills mapped to ESCO, extracted from real projects

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TL;DR

JobTeaser is a polished EU job board with strong company branding. Handshake is the US network-effect leader with ATS integrations. LinkedIn is the generalist professional network with LinkedIn Recruiter as the premium recruiter tool. Indeed is the global volume-oriented job board. InTransparency is the verified skill graph with explainable matching — designed around evidence instead of self-declaration. Choose us if you want skills you can trust and a recruiting flow where every match keeps its factor breakdown. Choose JobTeaser for a polished EU job board. Choose Handshake if you're in the US. Choose LinkedIn if you need generalist sourcing. Choose Indeed if you optimize for volume. On cost: LinkedIn Recruiter is a paid annual seat licence — searching here is free, and unlimited talent access is €89/mo.

Reach & apply

FeatureInTransparencyJobTeaserHandshakeLinkedInIndeed
Listings across the EU/EEA and the UK
Apply without leaving the platform
Mass-market listing volume (millions of roles)

Verification

FeatureInTransparencyJobTeaserHandshakeLinkedInIndeed
Project evaluation by a teacher
Tied to a specific project, at the student's request: a rating and a comment.
Company supervisor's evaluation of the internship
Cryptographic Verifiable Credentials (W3C VC)
Ed25519 over a canonical JSON serialisation of our own, not the W3C Ed25519Signature2020 suite. Public key at /api/credentials/public-key.
ESCO taxonomy alignment

EU AI Act

FeatureInTransparencyJobTeaserHandshakeLinkedInIndeed
Published record of what the matching models use to score (model cards)
/algorithm-registry — hand-maintained cards for every scorer that ranks students or jobs: the inputs each one uses, the attributes it never uses, its weights and its known limits.
Candidate can ask why a match was scored that way
Human decision required before a candidate advances (Talent Suite screening)
Profile opens by recruiters on the platform are recorded and shown to the candidate

Italian context

FeatureInTransparencyJobTeaserHandshakeLinkedInIndeed
PCTO register and placement-data export for Italian reporting (ANVUR, INDIRE’s ITS monitoring)
The national collective labour agreement (CCNL) is named in the internship agreement
INAIL insurance tracking
SPID / CIE authentication
In development; AgID accreditation planned.
Esse3 student record integration

Cross-border

FeatureInTransparencyJobTeaserHandshakeLinkedInIndeed
Erasmus / bilateral exchange tracking
Skills earned at the host university flow back to the home one
Europass v3 export
European Digital Credentials (EDCI) issuance

Recruiting

FeatureInTransparencyJobTeaserHandshakeLinkedInIndeed
Company branded profiles
Talent matching / candidate search
Evidence-weighted match scoring
Verified skills outweigh self-declared ones: 0.6× to 1.0×, depending on how much of the match is evidenced. Advanced/Expert depth bonus.
Exportable hiring evidence packet

Universities

FeatureInTransparencyJobTeaserHandshakeLinkedInIndeed
Which skills employers ask for that a degree programme's graduates don't yet have
Data-driven curriculum recommendations
Professor portal (no account required)

Privacy

FeatureInTransparencyJobTeaserHandshakeLinkedInIndeed
Self-service data export (GDPR Art. 20)
Self-service account deletion (GDPR Art. 17)
Cookie consent you can set category by category

How this comparison is kept honest

  • "Yes" means live and publicly documented. "Partial" means available in some markets or plans. "No" means not available as of the date above.
  • JobTeaser, Handshake, LinkedIn and Indeed claims are based on their public documentation. If we got something wrong, email info@in-transparency.com and we'll fix it.
  • Our own "Yes" claims are ones anyone can check: open /algorithm-registry and /api/credentials/public-key.