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Practical guides for AI recruiting in Japan.

Written by named operators who have run an AI-first recruiting agency in Tokyo since 2018. Each guide answers a specific question — choosing between tools, calculating the unit economics of a recruiter meeting, evaluating AI candidate scoring — using production data and public Japanese filings rather than vendor pitch decks.

Hub 02

AI recruiting in Japan

The state of AI candidate sourcing in the Japan market — what it does well, where it struggles, what the regulatory framework requires, and how to evaluate vendors.

Author: Ken Charles
AI recruiting in Japan, 2026 — what works, what doesn’t Headhunt.AI vs LinkedIn Recruiter — when to use which How to evaluate an AI sourcing vendor for the Japan market RPO vs AI sourcing — when each makes more sense in Japan AI sourcing vs manual sourcing — what changes when the list is the only variable Hiring manager and TA alignment in Japan — the three mechanisms that close the gap
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APPI compliance for AI sourcing

The two laws that govern AI candidate sourcing in Japan — APPI and the amended Employment Security Act. The 第4号 filing requirement, the foreign-processor problem, the Rikunabi precedent, the 2026 surcharge amendment, and a seven-question self-audit. Educational reading from inside the operator’s chair. Not legal advice.

Author: Ken Charles
AI sourcing compliance in Japan — APPI, 職業安定法, and what your procurement team needs to verify Is your AI & sourcing stack illegal in Japan? (full briefing PDF)
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AI scout messaging

What makes an AI-drafted scout message produce a 3% reply rate in Japan instead of 0.3%. The mechanics, the constraints, and what hands-off operation looks like at scale.

Authors: Cody Pettit, Ken Charles
AI scout messaging in Japan — what actually replies Bilingual register in AI scout messaging — keigo, plain form, and the failure modes What hands-off AI scout messaging requires at scale Recruiter reply rate in Japan — what's a good benchmark, and what the shape of the curve tells you
Hub 06

Recruiting unit economics

The unit economic atom of every recruiting business: the value of a qualified candidate meeting. How to compute it for your firm, what it should be, and why it’s the only number that explains everything else.

Authors: Ken Charles & Gary Schrader
What’s a recruiter meeting actually worth in Japan? The recruiter capacity ceiling — how many qualified meetings one recruiter can actually run In-house TA vs agency — when one internal recruiter outperforms three agency seats The 30-minute recruiter week time audit — where the hours actually go

How these guides are produced

Each guide carries the byline of a named human author, lists its sources inline, and follows the editorial process documented in our editorial standards. Where a guide cites production data from ExecutiveSearch.AI K.K. or ESAI Agency K.K., the published validation sample is documented in our methodology disclosure, including published-sample sizes and time windows. Cited figures are drawn from representative slices we share for external scrutiny; the firms’ complete production records are not disclosed. Articles are reviewed and refreshed on the cadence documented in the editorial standards — quarterly for cornerstone pillars, within fourteen days for any legal or regulatory change.

For deeper, longer-form briefings on the same territory, see our Insights series.

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