GoPerfect Labs

Recruiting finally has real numbers

Not survey data. Not LinkedIn opinions. Real behavioral data from 1M+ candidate matches every month — on what gets replies, who qualifies, and how fast pipelines actually fill.

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Inbound Screening

We screened 180,000 applications. Here's what AI caught that humans missed.

Only 1 in 7 inbound applicants meets minimum job requirements. GoPerfect Labs data reveals the true cost of manual screening and how AI changes the math.

Why your subject lines are killing your reply rate — and what the data says to write instead.

GoPerfect Labs analyzed 100K+ recruiting emails. Subject lines referencing specific candidate context get 2.9x more opens. Here's what works and what doesn't.

Keyword search is dead. Here's what semantic sourcing finds that Boolean misses.

Boolean search misses 38% of qualified candidates. GoPerfect Labs data shows why semantic AI search surfaces better talent for outbound sourcing.

April 25, 2026

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3 min read

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Recruiting finally has real numbers

We screened 180,000 applications. Here's what AI caught that humans missed.

Why your subject lines are killing your reply rate — and what the data says to write instead.

The multi-channel recruiting sequence that outperforms single-channel by 3x.

We analyzed 2.3M recruiting messages. Here's what actually gets replies.

The sourcing gap: why 80% of recruiter time produces 20% of qualified pipeline.

Keyword search is dead. Here's what semantic sourcing finds that Boolean misses.

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